Generated by All in One SEO v4.9.6.2, this is an llms.txt file, used by LLMs to index the site. # Integrated Cancer Medicine ## Sitemaps - [XML Sitemap](https://www.integratedcancermedicine.org/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [News & Events](https://www.integratedcancermedicine.org/news/) - [Cambridge MedAI Seminar: "AI-Assisted Pathology Extraction and Recurrence Prediction in Renal Cell Carcinoma" and "Building Closed-Loop LLM Systems for Scalable Mental Health Support"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-when-ai-meets-health-and-public-health-from-computer-vision-to-llms-to-agentic-ais-and-building-closed-loop-llm-systems-for-scalable-mental-health-support/) - [Congratulations to Gabriel Funingana](https://www.integratedcancermedicine.org/news/congratulations-to-gabriel-funingana/) - [New funding received from the Ovarian Cancer Alliance](https://www.integratedcancermedicine.org/news/new-funding-received-from-the-ovarian-cancer-alliance/) - [Dr Sarah Burge interviewed at launch of Cambridge Zenith AI Supercomputer](https://www.integratedcancermedicine.org/news/dr-sarah-burge-interviewed-at-launch-of-cambridge-zenith-ai-supercomputer/) - [CMDL to carry out Nanopore sequencing in a new project](https://www.integratedcancermedicine.org/news/cmdl-to-carry-out-nanopore-sequencing-in-a-new-project/) - [Cambridge MedAI Seminar: "Using AI to Investigate and Correct Head Motion Bias in Structural MRI" and "Hypergraph Learning for Multimodal Brain Disease Analysis"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-using-ai-to-investigate-and-correct-head-motion-bias-in-structural-mri-and-hypergraph-learning-for-multimodal-brain-disease-analysis/) - [ICM Symposium 2025 - AI in Healthcare: Governance and Policy](https://www.integratedcancermedicine.org/news/icm-symposium-2025-ai-in-healthcare-governance-and-policy/) - [Cambridge MedAI Seminar: "AI-derived Whole-liver PDFF for Quantitative Assessment of Hepatic Steatosis" and "TMoE: Task-Conditioned Mixture-of-Experts with Task-Query Heads for Medical Image Classification"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-ai-derived-whole-liver-pdff-for-quantitative-assessment-of-hepatic-steatosis-and-tmoe-task-conditioned-mixture-of-experts-with-task-query-heads-for-medical-image-classi/) - [Professor Grant Stewart leads national recommendations on kidney cancer care](https://www.integratedcancermedicine.org/news/professor-grant-stewart-leads-national-recommendations-on-kidney-cancer-care/) - [Cambridge MedAI Seminar: "AI Based Early Detection in Hereditary Diffuse Gastric Cancer Patients" and "From radiology reports to early prognostic markers: benchmarking LLMs in chronic liver disease"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-ai-based-early-detection-in-hereditary-diffuse-gastric-cancer-patients-and-from-radiology-reports-to-early-prognostic-markers-benchmarking-llms-in-chronic-liver-disease/) - [Speaker spotlight: Dr Inês Prata Machado](https://www.integratedcancermedicine.org/news/speaker-spotlight-dr-ines-prata-machado/) - [International research team receives $1 million to use AI to improve ovarian cancer care](https://www.integratedcancermedicine.org/news/international-research-team-receives-1-million-to-use-ai-to-improve-ovarian-cancer-care/) - [The Cambridge Festival 2026](https://www.integratedcancermedicine.org/news/the-cambridge-festival-2026/) - [Cancer Molecular Diagnostics Laboratory becomes an accredited medical laboratory](https://www.integratedcancermedicine.org/news/cancer-molecular-diagnostics-laboratory-becomes-an-accredited-medical-laboratory/) - [Cambridge MedAI Seminar: "CT-Based Deep Learning Model for Predicting Immunotherapy Efficacy in Non-Small Cell Lung Cancer Patients" and "Biomechanically-Guided Deep Learning for Brain Tumour Surgery"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-ct-based-deep-learning-model-for-predicting-immunotherapy-efficacy-in-non-small-cell-lung-cancer-patients-and-biomechanically-guided-deep-learning-for-brain-tumour-surge/) - [CCI Shortlisted for Professional Services Recognition Scheme Award](https://www.integratedcancermedicine.org/news/shortlisted-for-professional-services-recognition-scheme-award/) - [Cambridge researchers develop test to predict treatment response in patients with aggressive blood cancer](https://www.integratedcancermedicine.org/news/cambridge-researchers-develop-test-to-predict-treatment-response-in-patients-with-aggressive-blood-cancer/) - [Cambridge MedAI Seminar: "Explainability and forecasting in medical imaging"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-explainability-and-forecasting-in-medical-imaging/) - [Dissemintating the role of personalised medicine in Romania](https://www.integratedcancermedicine.org/news/gabriel-funingana-speaks-at-womens-health-conference-in-romania/) - [AI tool can analyse complex cancer images rapidly – offering potential to personalise treatment](https://www.integratedcancermedicine.org/news/ai-tool-can-analyse-complex-cancer-images-rapidly-offering-potential-to-personalise-treatment/) - [ESMO Merit Award](https://www.integratedcancermedicine.org/news/esmo-merit-award/) - [Ovarian Cancer Research Grant](https://www.integratedcancermedicine.org/news/ovarian-cancer-research-grant/) - [Double winners at MICCAI](https://www.integratedcancermedicine.org/news/double-winners-at-miccai/) - [Mythbusting artificial intelligence](https://www.integratedcancermedicine.org/news/mythbusting-artificial-intelligence/) - [ICM Research in Focus Podcast - Why patient and public involvement and engagement is important and what it means to those involved](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-why-patient-and-public-involvement-and-engagement-is-important-and-what-it-means-to-those-involved/) - [ICM Research in Focus Podcast - The association between radioresistance and tumour evolution](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-the-association-between-radioresistance-and-tumour-evolution/) - [ICM Research in Focus Podcast - Using AI to mathematically model the progression of glioblastoma](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-using-ai-to-mathematically-model-the-progression-of-glioblastoma/) - [ICM Research in Focus Podcast - Studying the tumour microenvironment](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-studying-the-tumour-microenvironment/) - [Cambridge MedAI Seminar: "Automated Lesion Segmentation of Stroke MRI Using nnU-Net: A Comprehensive External Validation" and "Deep Learning-Based Follicle Growth Prediction using a Transformer Architecture"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-automated-lesion-segmentation-of-stroke-mri-using-nnu-net-a-comprehensive-external-validation-and-deep-learning-based-follicle-growth-prediction-using-a-transformer-arc/) - [Advancing Precision Cancer Medicine](https://www.integratedcancermedicine.org/news/advancing-precision-cancer-medicine/) - [ICM Research in Focus Podcast - Building a Tissue Time Machine](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-building-a-tissue-time-machine/) - [ICM Research in Focus Podcast - Using AI in the screening and treatment of kidney cancer](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-using-ai-in-the-screening-and-treatment-of-kidney-cancer/) - [ICM Research in Focus Podcast - Using AI to detect stomach cancer during endoscopy](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast/) - [Single-cell study sheds new light on why ovarian cancer becomes resistant to chemotherapy](https://www.integratedcancermedicine.org/news/single-cell-study-sheds-new-light-on-why-ovarian-cancer-becomes-resistant-to-chemotherapy/) - [Partner trial results give hope for treating inherited breast cancers](https://www.integratedcancermedicine.org/news/partner-trial-results-give-hope-for-treating-inherited-breast-cancers/) - [Ask me anything about the use of artificial intelligence in healthcare](https://www.integratedcancermedicine.org/news/ask-me-aything-about-the-use-of-artificial-intelligence-in-healthcare/) - [Scientists create test to predict chemotherapy resistance in patients](https://www.integratedcancermedicine.org/news/scientists-create-test-to-predict-chemotherapy-resistance-in-patients/) - [ICM Symposium - AI in Healthcare: Governance and Policy](https://www.integratedcancermedicine.org/news/icm-symposium-ai-in-healthcare-governance-and-policy/) - [Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients](https://www.integratedcancermedicine.org/news/imaging-based-assessment-of-response-to-olaparib-in-platinum-sensitive-relapsed-ovarian-cancer-patients/) - [Assessment of cancer biomarkers in the Grenfell firefighter cohort study](https://www.integratedcancermedicine.org/news/assessment-of-cancer-biomarkers-in-the-grenfell-firefighter-cohort-study/) - [AI-powered analysis of data from NAXIVA helps researchers predict which patients will respond to treatment for kidney cancer](https://www.integratedcancermedicine.org/news/ai-powered-analysis-of-data-from-naxiva-helps-researchers-predict-which-patients-will-respond-to-treatment-for-kidney-cancer/) - [Imaging technique predicts treatment response in lab models of ovarian cancer](https://www.integratedcancermedicine.org/news/imaging-technique-predicts-treatment-response-in-lab-models-of-ovarian-cancer/) - [First patient has new scanning method for ovarian cancer](https://www.integratedcancermedicine.org/news/first-patient-has-new-scanning-method-for-ovarian-cancer/) - [Cambridge Festival 2025](https://www.integratedcancermedicine.org/news/cambridge-festival-2025/) - [Cambridge MedAI Seminar: "AI in Histopathology: Practical Lessons from an Unconventional Case Study" and "Next generation technology for next generation trials"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-ai-in-histopathology-practical-lessons-from-an-unconventional-case-study-and-next-generation-technology-for-next-generation-trials/) - [ICM Research in Focus - Kevin Brindle – Reflections on a lifetime in imaging research](https://www.integratedcancermedicine.org/news/icm-research-in-focus-kevin-brindle-reflections-on-a-lifetime-in-imaging-research/) - [ICM Research in Focus - AI in cancer research and an update on the GE Healthcare collaboration](https://www.integratedcancermedicine.org/news/icm-research-in-focus-ai-in-cancer-research-and-an-update-on-the-ge-healthcare-collaboration/) - [ICM Research in Focus - Engagement, involvement and inclusion in research](https://www.integratedcancermedicine.org/news/icm-research-in-focus-engagement-involvement-and-inclusion-in-research/) - [Cambridge MedAI Seminar: "Cascaded Transformer plus U-net in Medical Image Segmentation" and "Machine learning for treatment stratification in kidney cancer"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-cascaded-transformer-plus-u-net-in-medical-image-segmentation-and-machine-learning-for-treatment-stratification-in-kidney-cancer/) - [ICM Research in Focus - 3D tumour mould guided radiogenomics in ovarian cancer](https://www.integratedcancermedicine.org/news/icm-research-in-focus-3d-tumour-mould-guided-radiogenomics-in-ovarian-cancer/) - [AI versus cancer - the Cambridge researchers using machine intelligence to beat disease](https://www.integratedcancermedicine.org/news/ai-versus-cancer-the-cambridge-researchers-using-machine-intelligence-to-beat-disease/) - [ICM Research in Focus - Molecular oncology research and the PIONEER breast cancer clinical trial](https://www.integratedcancermedicine.org/news/icm-research-in-focus-molecular-oncology-research-and-the-pioneer-breast-cancer-clinical-trial/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting-6/) - [ICM Research in Focus - Clonal haematopoiesis and using it to try to predict whether cancer will develop](https://www.integratedcancermedicine.org/news/icm-research-in-focus-clonal-haematopoiesis-and-using-it-to-try-to-predict-whether-cancer-will-develop/) - [ICM Research in Focus - Using AI to map tumours: The InnerEye Project](https://www.integratedcancermedicine.org/news/icm-research-in-focus-using-ai-to-map-tumours-the-innereye-project/) - [ICM Research in Focus - Surgery and clinical research in cancer](https://www.integratedcancermedicine.org/news/icm-research-in-focus-surgery-and-clinical-research-in-cancer/) - [ICM Symposium: “Machine Learning and AI for Hard-To-Treat Cancers: Datasets, Pipelines and Clinical Implementation”](https://www.integratedcancermedicine.org/news/icm-symposium-machine-learning-and-ai-for-hard-to-treat-cancers-datasets-pipelines-and-clinical-implementation/) - [Cambridge MedAI Seminar: 3 members of the Department of Physics give presentations this month](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-3-members-of-the-department-of-physics-give-presentations-this-month/) - [Cambridge MedAI Seminar: "Big Data and AI in Cardiac Imaging - Making a difference?" and "Learning structures in multimodal pathology"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-big-data-and-ai-in-cardiac-imaging-making-a-difference-and-learning-structures-in-multimodal-pathology/) - [2 Years On](https://www.integratedcancermedicine.org/news/2-years-on/) - [Integrated Cancer Medicine and Cambridge MedAI Seminar: Multimodal AI for Radiology](https://www.integratedcancermedicine.org/news/integrated-cancer-medicine-and-cambridge-medai-seminar-multimodal-ai-for-radiology/) - [Integrated Cancer Medicine and Cambridge MedAI Seminar: Interpretable AI for Precision Histopathology ](https://www.integratedcancermedicine.org/news/integrated-cancer-medicine-and-cambridge-medai-seminar/) - [Get hands-on with cancer research in Cambridge!](https://www.integratedcancermedicine.org/news/get-hands-on-with-cancer-research-in-cambridge/) - [Cambridge MedAI Seminar: "Robust and interpretable AI-guided marker for early dementia prediction in real-world clinical settings" and "Leveraging real-world histopathology datasets to inform clinical research"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-robust-and-interpretable-ai-guided-marker-for-early-dementia-prediction-in-real-world-clinical-settings-and-leveraging-real-world-histopathology-datasets-to-inform-clini/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting-5/) - [The second Cambridge Precision Breast Cancer Symposium](https://www.integratedcancermedicine.org/news/the-second-cambridge-precision-breast-cancer-symposium/) - [Kidney Cancer Awareness Week breakfast meeting](https://www.integratedcancermedicine.org/news/kidney-cancer-awareness-week-breakfast-meeting/) - [Cambridge MedAI Seminar: "Multimodal, data-efficient, and robust AI for real-world biosignals and the role of generative models" and "Using machine learning methods to improve classification and prediction of psychiatric conditions"](https://www.integratedcancermedicine.org/news/cambridge-medai-seminar-multimodal-data-efficient-and-robust-ai-for-real-world-biosignals-and-the-role-of-generative-models-and-using-machine-learning-methods-to-improve-classification-and-pr/) - [AI in Medicine Seminar Series: "Turn and face the strange: Out-of-distribution generalisation in machine learning" and "Development of a Natural Language Processing Multilingual Model for Summarizing Radiology Reports"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-turn-and-face-the-strange-out-of-distribution-generalisation-in-machine-learning-and-development-of-a-natural-language-processing-multilingual-model-for-summarizi/) - [US Dept of Defence funds precision breast cancer research in Cambridge](https://www.integratedcancermedicine.org/news/us-dept-of-defence-funds-precision-breast-cancer-research-in-cambridge/) - [AI in Medicine Seminar Series: "ScanXm - A new software tool for the visualization, annotation, and segmentation of biomedical images"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-scanxm-a-new-software-tool-for-the-visualization-annotation-and-segmentation-of-biomedical-images/) - [Golfers support ovarian cancer research](https://www.integratedcancermedicine.org/news/golfers-support-ovarian-cancer-research/) - [Gynaecological Cancer Awareness Month: How cancer research makes for more special moments](https://www.integratedcancermedicine.org/news/gynaecological-cancer-awareness-month-how-cancer-research-makes-for-more-special-moments/) - [Breast Cancer Research Demystified event](https://www.integratedcancermedicine.org/news/breast-cancer-research-demystified-event/) - [AI in Medicine Seminar Series: "Deep Learning Applications for Histological Image Analysis"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-deep-learning-applications-for-histological-image-analysis/) - [Experimental Cancer Medicine Demystified](https://www.integratedcancermedicine.org/news/experimental-cancer-medicine-demystified/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting-4/) - [ICM Seminar Series continues](https://www.integratedcancermedicine.org/news/icm-seminar-series-continues/) - [ICM Seminar Series launched](https://www.integratedcancermedicine.org/news/icm-seminar-series-launched/) - [ICM Seminar with Professor Jim Davies](https://www.integratedcancermedicine.org/news/icm-seminar-with-professor-jim-davies/) - [AI in Medicine Seminar Series: "Distributional and relational inductive biases for graph representation learning in biomedicine" and "Deep learning for segmentation of the Venous Tumour Thrombus in MRI"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-distributional-and-relational-inductive-biases-for-graph-representation-learning-in-biomedicine-and-deep-learning-for-segmentation-of-the-venous-tumour-thrombus-in/) - [AI in Medicine Seminar Series: "Mind the explainability gap: harnessing the power of high-level concepts for interpretable AI in medicine" and "Deep Learning and Radiomics in Breast Masses Detection and Classification"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-mind-the-explainability-gap-harnessing-the-power-of-high-level-concepts-for-interpretable-ai-in-medicine-and-deep-learning-and-radiomics-in-breast-masses-detectio/) - [AI in Medicine Seminar Series: "Using latent shape information to detect renal cancers automatically from CT scans" and "Machine-Assisted Triage of Histopathology Slides for Detecting Precursors of Oesophageal Adenocarcinoma"](https://www.integratedcancermedicine.org/news/ai-in-medicine-seminar-series-using-latent-shape-information-to-detect-renal-cancers-automatically-from-ct-scans-and-machine-assisted-triage-of-histopathology-slides-for-detecting-precursors-of/) - [ICM Research in Focus - How the arts can support cancer care](https://www.integratedcancermedicine.org/news/icm-research-in-focus-how-the-arts-can-support-cancer-care/) - [Dr Mireia Crispin-Ortuzar receives a Springboard Award to help unravel treatment response patterns in ovarian cancer.](https://www.integratedcancermedicine.org/news/dr-mireia-crispin-ortuzar-receives-a-springboard-award-to-help-unravel-treatment-response-patterns-in-ovarian-cancer/) - [ICM Research in Focus - Personalised Radiotherapy](https://www.integratedcancermedicine.org/news/icm-research-in-focus-personalised-radiotherapy/) - [ICM Research in Focus - Chromosomal instability](https://www.integratedcancermedicine.org/news/icm-research-in-focus-chromosomal-instability/) - [Cambridge Festival 2023](https://www.integratedcancermedicine.org/news/cambridge-festival-2023/) - [ICM Research in Focus - Cyted – combining AI with non-invasive testing to aid early detection of cancer](https://www.integratedcancermedicine.org/news/icm-research-in-focus-cyted-combining-ai-with-non-invasive-testing-to-aid-early-detection-of-cancer/) - [ICM Research in Focus - Virtual reality and cancer research](https://www.integratedcancermedicine.org/news/icm-research-in-focus-virtual-reality-and-cancer-research/) - [Cambridge News article](https://www.integratedcancermedicine.org/news/cambridge-news-article/) - [AI in Medicine Seminar Series: Short cuts make long delays](https://www.integratedcancermedicine.org/news/ai-seminar-series-short-cuts-make-long-delays/) - [AI in Medicine Seminar Series: "Linking neuroimaging, cortical gene expression and cognition" and "Sounds of COVID-19: exploring realistic performance of audio-based digital testing"](https://www.integratedcancermedicine.org/news/linking-neuroimaging-cortical-gene-expression-and-cognition-and-sounds-of-covid-19-exploring-realistic-performance-of-audio-based-digital-testing/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting-3/) - [ICM Research in Focus podcast - part three released](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-part-three-released/) - [Ovarian Cancer Patient on ITV National News](https://www.integratedcancermedicine.org/news/ovarian-cancer-patient-on-itv-national-news/) - [Cambridge AI Club for Biomedicine](https://www.integratedcancermedicine.org/news/cambridge-ai-club-for-biomedicine/) - [Cambridge Precision Breast Cancer Symposium](https://www.integratedcancermedicine.org/news/cambridge-precision-breast-cancer-symposium/) - [Ask me anything about Ovarian Cancer Webinar](https://www.integratedcancermedicine.org/news/ask-me-anything-about-ovarian-cancer-webinar/) - [Multiparameter single-cell proteomic technologies give new insights into the biology of ovarian tumors](https://www.integratedcancermedicine.org/news/multiparameter-single-cell-proteomic-technologies-give-new-insights-into-the-biology-of-ovarian-tumors/) - [Cancer Research Excellence Awards](https://www.integratedcancermedicine.org/news/cancer-research-excellence-awards/) - [Mind Over Chatter podcast](https://www.integratedcancermedicine.org/news/mind-over-chatter-podcast/) - [AI Seminar Series: The Return of the Jedi: Unleashing the Power of Unlabelled Data with Hybrid Graph Models for Medical Data Classification](https://www.integratedcancermedicine.org/news/the-return-of-the-jedi-unleashing-the-power-of-unlabelled-data-with-hybrid-graph-models-for-medical-data-classification/) - [Accurate detection of benign and malignant renal tumor subtypes with MethylBoostER: An epigenetic marker–driven learning framework](https://www.integratedcancermedicine.org/news/accurate-detection-of-benign-and-malignant-renal-tumor-subtypes-with-methylbooster-an-epigenetic-marker-driven-learning-framework/) - [AI Seminar Series: Time-series Radiomics: top or flop?](https://www.integratedcancermedicine.org/news/ai-seminar-series-time-series-radiomics-top-or-flop/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting-2/) - [AI Seminar Series: Stop rolling the DSC!](https://www.integratedcancermedicine.org/news/ai-seminar-series-stop-rolling-the-dsc/) - [Open Lab Initiative](https://www.integratedcancermedicine.org/news/open-lab-initiative/) - [UM Programme Virtual Breakfast Meeting](https://www.integratedcancermedicine.org/news/um-programme-virtual-breakfast-meeting-2/) - [Cambridge Lymphoma Biology International Symposium](https://www.integratedcancermedicine.org/news/cambridge-lymphoma-biology-international-symposium/) - [ICM Research in Focus podcast - An update on the Cambridge Cancer Research Hospital](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-an-update-on-the-cambridge-cancer-research-hospital/) - [NCITA lecture ‘Academia & Industry: What are the Ingredients for Successful Collaborations?’](https://www.integratedcancermedicine.org/news/ncita-lecture-academia-industry-what-are-the-ingredients-for-successful-collaborations/) - [ICM Research in Focus podcast - Translational research and cancer genetics](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-translational-research-and-cancer-genetics/) - [ICM presented at Science Day 2022](https://www.integratedcancermedicine.org/news/icm-to-present-at-science-day-2022/) - [ICM Research in Focus podcast - Collaborating with GE Healthcare](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-collaborating-with-ge-healthcare/) - [ICM Research in Focus podcast - a breast cancer clinician perspective](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-a-breast-cancer-clinician-perspective/) - [ICM Research in Focus podcast series part 2 released](https://www.integratedcancermedicine.org/news/icm-research-in-focus-podcast-series-part-2-released/) - [The MFICM podcast series is launched](https://www.integratedcancermedicine.org/news/the-mficm-podcast-series-is-launched/) - [The Second ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-second-icm-research-in-focus-podcast/) - [The Third ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-third-icm-research-in-focus-podcast/) - [The Fourth ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-fourth-icm-research-in-focus-podcast/) - [The Fifth ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-fifth-icm-research-in-focus-podcast/) - [The Sixth ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-sixth-icm-research-in-focus-podcast/) - [The Seventh ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-seventh-icm-research-in-focus-podcast/) - [The Eighth ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-eighth-icm-research-in-focus-podcast/) - [The Ninth ICM Research in Focus Podcast](https://www.integratedcancermedicine.org/news/the-ninth-icm-research-in-focus-podcast/) - [The tenth ICM Research in Focus podcast](https://www.integratedcancermedicine.org/news/the-tenth-icm-research-in-focus-podcast/) - [BBC Programme: Your Body Uncovered](https://www.integratedcancermedicine.org/news/bbc-programme-your-body-uncovered/) - [Tackling unfairness in healthcare for women with ovarian cancer](https://www.integratedcancermedicine.org/news/tackling-unfairness-in-healthcare-for-women-with-ovarian-cancer/) - [Multi-omic machine learning predictor of breast cancer therapy response](https://www.integratedcancermedicine.org/news/multi-omic-machine-learning-predictor-of-breast-cancer-therapy-response/) - [Meet the women helping to change the story of ovarian cancer](https://www.integratedcancermedicine.org/news/meet-the-women-helping-to-change-the-story-of-ovarian-cancer/) - [Cambridge Computational Oncology Meeting](https://www.integratedcancermedicine.org/news/cambridge-computational-oncology-meeting/) - [Ask Me Anything about.... Keeping Fit With Pancreatic Cancer](https://www.integratedcancermedicine.org/news/ask-me-anything-about-keeping-fit-with-pancreatic-cancer/) - [Hyperpolarized 13C-Pyruvate Metabolism as a Surrogate for Tumor Grade and Poor Outcome in Renal Cell Carcinoma—A Proof of Principle Study](https://www.integratedcancermedicine.org/news/hyperpolarized-13c-pyruvate-metabolism-as-a-surrogate-for-tumor-grade-and-poor-outcome-in-renal-cell-carcinoma-a-proof-of-principle-study/) - [UM Programme virtual breakfast meeting](https://www.integratedcancermedicine.org/news/um-programme-virtual-breakfast-meeting/) - [Urological Malignancies pump-priming grant](https://www.integratedcancermedicine.org/news/urological-malignancies-pump-priming-grant/) - [Hyperpolarized carbon-13 MRI for very early response assessment of neoadjuvant chemotherapy in breast cancer patients](https://www.integratedcancermedicine.org/news/hyperpolarized-carbon-13-mri-for-very-early-response-assessment-of-neoadjuvant-chemotherapy-in-breast-cancer-patients/) - [GE Healthcare, University of Cambridge and Addenbrooke’s hospital announce research collaboration](https://www.integratedcancermedicine.org/news/ge-healthcare-university-of-cambridge-and-addenbrookes-hospital-announce-research-collaboration/) - [Purple Lights: fundraising event to support Pancreatic Cancer research](https://www.integratedcancermedicine.org/news/purple-lights-fundraising-event-to-support-pancreatic-cancer-research/) - [Pancreatic Cancer Programme at Asda at the Beehive Centre, Cambridge](https://www.integratedcancermedicine.org/news/pancreatic-cancer-programme-at-asda-at-the-beehive-centre/) - [CBC on Virtual Tour: Precision breast cancer medicine - how is research helping us to treat breast cancer more precisely?](https://www.integratedcancermedicine.org/news/cbc-on-virtual-tour-precision-breast-cancer-medicine-how-is-research-helping-us-to-treat-breast-cancer-more-precisely/) - [“Ask me ANYTHING about pancreatic cancer”](https://www.integratedcancermedicine.org/news/ask-me-anything-about-pancreatic-cancer/) - [Personalised Breast Cancer Programme rolled out nationwide](https://www.integratedcancermedicine.org/news/personalised-breast-cancer-programme-rolled-out-nationwide/) - [Collaboration announcement](https://www.integratedcancermedicine.org/news/cruk-cambridge-centre-and-abcam-announce-collaboration/) - [CRUK RadNet Cambridge Seminar](https://www.integratedcancermedicine.org/news/cruk-radnet-cambridge-seminar-delivered-by-the-data-science-and-machine-learning-workstream/) - [Evis Sala and Carola Schönlieb speaking at AI-ed & Imaging in the Clinic event](https://www.integratedcancermedicine.org/news/evis-sala-and-carola-schonlieb-speaking-at-ai-ed-imaging-in-the-clinic-event/) - [Carola-Bibiane Schönlieb and Mireia Crispin-Ortuzar involved in a new event](https://www.integratedcancermedicine.org/news/carola-bibiane-schonlieb-and-mireia-crispin-ortuzar-involved-in-a-new-event/) - [Dr Florian Markowetz featured on ITV news website](https://www.integratedcancermedicine.org/news/dr-florian-markowetz-featured-on-itv-news-website/) - [CamNFT meeting features talk from MFICM Co-leader James Brenton](https://www.integratedcancermedicine.org/news/camnft-meeting-features-talk-from-mficm-co-leader-james-brenton/) - [Evis Sala, MFICM Co-Leader, to talk at a Medicine for Members Event](https://www.integratedcancermedicine.org/news/evis-sala-mficm-co-leader-to-talk-at-a-medicine-for-members-event/) - [Using AI to analyse Cytosponge samples](https://www.integratedcancermedicine.org/news/using-ai-to-analyse-cytosponge-samples/) - [AZ Partner of Choice Network Annual Meeting 2021](https://www.integratedcancermedicine.org/news/az-partner-of-choice-network-annual-meeting-2021/) - [Article co-authored by Paula Martin-Gonzalez and other ICM members gains national media coverage](https://www.integratedcancermedicine.org/news/article-co-authored-by-paula-martin-gonzalez-and-other-icm-members-gains-national-media-coverage/) - [World Cancer Day 4th February](https://www.integratedcancermedicine.org/news/world-cancer-day-4th-february/) - [MFICM Computer Scientists showcase research](https://www.integratedcancermedicine.org/news/mficm-computer-scientists-showcase-research/) - [The use of hyperpolarised 13C-MRI in clinical body imaging to probe cancer metabolism](https://www.integratedcancermedicine.org/news/the-use-of-hyperpolarised-13c-mri-in-clinical-body-imaging-to-probe-cancer-metabolism/) - [Dr Mireia Crispin-Ortuzar is interviewed by the Naked Scientist](https://www.integratedcancermedicine.org/news/dr-mireia-crispin-ortuzar-is-interviewed-by-the-naked-scientist/) - [18F-C2Am: a targeted imaging agent for detecting tumor cell death in vivo using positron emission tomography](https://www.integratedcancermedicine.org/news/18f-c2am-a-targeted-imaging-agent-for-detecting-tumor-cell-death-in-vivo-using-positron-emission-tomography/) - [C13 Pyruvate/Fumarate](https://www.integratedcancermedicine.org/news/c13-pyruvate-fumarate/) - [Dr Raj Jenna wins Best Use of AI Award](https://www.integratedcancermedicine.org/news/dr-raj-jenna-wins-best-use-of-ai-award/) - [Dr Zohreh Shams in panel discussion on the impact of AI on future cancer treatment](https://www.integratedcancermedicine.org/news/zohreh-shams-in-panel-discussion-on-the-impact-of-ai-on-future-cancer-treatment/) - [Unraveling tumor–immune heterogeneity in advanced ovarian cancer uncovers immunogenic effect of chemotherapy](https://www.integratedcancermedicine.org/news/unraveling-tumor-immune-heterogeneity-in-advanced-ovarian-cancer-uncovers-immunogenic-effect-of-chemotherapy/) - [Professor Evis Sala wins prestigious award](https://www.integratedcancermedicine.org/news/evis-sala-wins-the-british-institute-of-radiology-canon-mayneord-memorial-award/) - The prestigious annual award is made to an individual or a group of collaborators in recognition of recent or current contributions in the wide and expanding field of radiology. - [Medicine for Members: Precision breast cancer medicine - 11 November 2020](https://www.integratedcancermedicine.org/news/medicine-for-members-precision-breast-cancer-medicine-11-november-2020/) - Dr Jean Abraham will discuss how we combine cutting edge research of various types of breast cancer with clinical trials, to deliver more precise treatment for individual patients in this webinar. - [MFICM website launch](https://www.integratedcancermedicine.org/news/mficm-website-launch/) - [Integrative radiogenomics for virtual biopsy and treatment monitoring in ovarian cancer.](https://www.integratedcancermedicine.org/news/integrative-radiogenomics-for-virtual-biopsy-and-treatment-monitoring-in-ovarian-cancer/) - [Hyperpolarized 13C MRI of Tumor Metabolism Demonstrates Early Metabolic Response to Neoadjuvant Chemotherapy in Breast Cancer](https://www.integratedcancermedicine.org/news/hyperpolarized-13c-mri-of-tumor-metabolism-demonstrates-early-metabolic-response-to-neoadjuvant-chemotherapy-in-breast-cancer/) - [Tissue-specific and Interpretable Sub-segmentation of Whole Tumour Burden on CT Images by Unsupervised Fuzzy Clustering](https://www.integratedcancermedicine.org/news/tissue-specific-and-interpretable-sub-segmentation-of-whole-tumour-burden-on-ct-images-by-unsupervised-fuzzy-clustering/) - [Deconstructing Complex Oncogenic Signalling with Computational Models](https://www.integratedcancermedicine.org/news/deconstructing-complex-oncogenic-signalling-with-computational-models/) - [Dr Mireia Crispin Ortuzar speaks to BBC's Digital Planet](https://www.integratedcancermedicine.org/news/dr-mireia-crispin-ortuzar-speaks-to-bbcs-digital-planet/) - [Professor Ferdia Gallagher on BBC Women's hour](https://www.integratedcancermedicine.org/news/ferdia-gallagher-on-bbc-womens-hour/) ## Pages - [Homepage](https://www.integratedcancermedicine.org/) - [Cambridge AI in Medicine Seminar Series](https://www.integratedcancermedicine.org/research/cambridge-medai-seminar-series/) - [Ovarian Cancer](https://www.integratedcancermedicine.org/research/disease-areas/ovarian-cancer/) - [Thought Leadership](https://www.integratedcancermedicine.org/research/thought-leadership/) - [Publications](https://www.integratedcancermedicine.org/research/publications/) - [Renal Cancer](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/renal/) - [Prospective Clinical Trials and Studies](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/) - [Resources](https://www.integratedcancermedicine.org/resources/) - [Renal Cancer](https://www.integratedcancermedicine.org/research/disease-areas/renal-cancer/) - [Breast Cancer](https://www.integratedcancermedicine.org/research/disease-areas/breast-cancer/) - [Engagement](https://www.integratedcancermedicine.org/about/engagement/) - [Computational Analysis](https://www.integratedcancermedicine.org/research/computational-analysis/) - [Haematological Malignancies](https://www.integratedcancermedicine.org/research/disease-areas/b-cell-lymphoma/) - [Privacy Policy](https://www.integratedcancermedicine.org/privacy/) - [Governance](https://www.integratedcancermedicine.org/about/governance/) - [B-Cell Lymphoma](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/b-cell-lymphoma/) - [Research](https://www.integratedcancermedicine.org/research/) - [Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/calibrating-ensembles-for-scalable-uncertainty-quantification-in-deep-learning-based-medical-image-segmentation/) - [Computational Biomedicine - 3D tumour mould](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/computational-biomedicine-3d-tumour-mould/) - [Advanced Cancer Imaging](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/) - [Integrated radiogenomics models predict response to neoadjuvant chemotherapy in high grade serous ovarian cancer](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/integrated-radiogenomics-models-predict-response-to-neoadjuvant-chemotherapy-in-high-grade-serous-ovarian-cancer-2/) - [Contact](https://www.integratedcancermedicine.org/contact/) - [Integrated Cancer Medicine concept](https://www.integratedcancermedicine.org/research/icm-concept-principle/) - [Research Spotlight - Stephan Ursprung](https://www.integratedcancermedicine.org/research/thought-leadership/research-spotlight-stephan-ursprung/) - [Research Spotlight - Zohreh Shams](https://www.integratedcancermedicine.org/research/thought-leadership/research-spotlight-zohreh-shams/) - [C13 Pyruvate/Fumarate](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/c13-pyruvate-fumarate/) - [Team](https://www.integratedcancermedicine.org/team/) - [MFICM timeline](https://www.integratedcancermedicine.org/about/mficm-timeline/) - [Breast Cancer](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/breast/) - [Real time habitat guided multimodal fusion biopsies](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/real-time-habitat-guided-multimodal-fusion-biopsies-in-ovarian-cancer/) - [18F-C2Am](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/18f-c2am/) - [Mission and Vision](https://www.integratedcancermedicine.org/about/mission-and-vision/) - [Radiomics of standard of care imaging in renal cell carcinoma](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/radiomics-of-standard-of-care-imaging-in-rcc/) - [Integration of Proteomics and Radiomics](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/integration-of-proteomics-and-radiomics/) - [Tissue-specific sub segmentation](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/tissue-specific-sub-segmentation/) - [FAQs](https://www.integratedcancermedicine.org/about/faqs/) - [Pancreatic Cancer](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/pancreas/) - [Ovarian Cancer](https://www.integratedcancermedicine.org/research/prospective-clinical-trials/ovarian/) - [About](https://www.integratedcancermedicine.org/about/) - [Targeted Molecular Imaging of CA125 project](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/ca125-project/) - [Integrating radiomics and ctDNA data in Ovarian cancer](https://www.integratedcancermedicine.org/research/advanced-cancer-imaging/integrating-radiomics-and-ctdna-data-in-ovarian-cancer/) - [Pancreatic Cancer](https://www.integratedcancermedicine.org/research/disease-areas/pancreatic-cancer/) - [Disease Areas](https://www.integratedcancermedicine.org/research/disease-areas/) - [Glossary](https://www.integratedcancermedicine.org/about/glossary/) - [Credits](https://www.integratedcancermedicine.org/credits/) - [Animation 3](https://www.integratedcancermedicine.org/animation-3/) - [Dashboard](https://www.integratedcancermedicine.org/dashboard/) - [Animation 2](https://www.integratedcancermedicine.org/animation-2/) - [Animation 1](https://www.integratedcancermedicine.org/animation-1/) - [Reset Password](https://www.integratedcancermedicine.org/resetpassword/) - [Lost Password](https://www.integratedcancermedicine.org/lostpassword/) - [Member Login](https://www.integratedcancermedicine.org/login/) ## Team - [Professor Martin Graves](https://www.integratedcancermedicine.org/?team=dr-martin-graves) - [Dr Christina Schmidt](https://www.integratedcancermedicine.org/?team=dr-christina-schmidt) - [Professor Marion Smits](https://www.integratedcancermedicine.org/?team=professor-marion-smits) - [Ashley Grimmer](https://www.integratedcancermedicine.org/?team=ashley-grimmer) - [Professor Mary McLean](https://www.integratedcancermedicine.org/?team=professor-mary-mclean) - [Niyati Saini](https://www.integratedcancermedicine.org/?team=niyati-saini) - [Professor Luigi Aloj](https://www.integratedcancermedicine.org/?team=luigi-aloj) - [Professor Raj Jena](https://www.integratedcancermedicine.org/?team=dr-raj-jena) - [Professor Guy Williams](https://www.integratedcancermedicine.org/?team=dr-guy-williams) - [Richard Hardy](https://www.integratedcancermedicine.org/?team=richard-hardy) - [Teen, Wai Yi Man](https://www.integratedcancermedicine.org/?team=teen-wai-yi-man) - [Professor Kevin Brindle](https://www.integratedcancermedicine.org/?team=professor-kevin-brindle) - [Professor Ferdia Gallagher](https://www.integratedcancermedicine.org/?team=dr-ferdia-gallagher) - [Ellie Wolmark](https://www.integratedcancermedicine.org/?team=mrs-ellie-wolmark) - [Dr Matthew Hoare](https://www.integratedcancermedicine.org/?team=dr-matthew-hoare) - [Professor Florian Markowetz](https://www.integratedcancermedicine.org/?team=professor-florian-markowetz) - [Hannah Clayton](https://www.integratedcancermedicine.org/?team=hannah-clayton) - [Rebecca Wray](https://www.integratedcancermedicine.org/?team=mrs-rebecca-wray) - [Bharath Narayanan](https://www.integratedcancermedicine.org/?team=mr-bharath-narayanan) - [Dr Hania Paverd](https://www.integratedcancermedicine.org/?team=dr-hania-paverd) - [Dr James Jones](https://www.integratedcancermedicine.org/?team=dr-james-jones) - [Professor Grant Stewart](https://www.integratedcancermedicine.org/?team=professor-grant-stewart) - [Dr Shangqi Gao](https://www.integratedcancermedicine.org/?team=dr-shangqi-gao) - [Dr Zeyu Gao](https://www.integratedcancermedicine.org/?team=dr-zeyu-gao) - [Dr Maurizio Callari](https://www.integratedcancermedicine.org/?team=dr-maurizio-callari) - [Dr Antonio Criminisi](https://www.integratedcancermedicine.org/?team=dr-antonio-criminisi) - [Marcin Waryszak](https://www.integratedcancermedicine.org/?team=marcin-waryszak) - [Jacob Beamish](https://www.integratedcancermedicine.org/?team=jacob-beamish) - [Rasha Shawky](https://www.integratedcancermedicine.org/?team=rasha-shawky) - [Dr Marie-Lyne Alcaraz](https://www.integratedcancermedicine.org/?team=dr-marie-lyne-alcaraz) - [Professor Evis Sala](https://www.integratedcancermedicine.org/?team=prof-evis-sala-md-phd-frcr) - [Danielle Daft](https://www.integratedcancermedicine.org/?team=katie-light) - [Carley Batley](https://www.integratedcancermedicine.org/?team=angela-godoy) - [Professor Florian Markowetz](https://www.integratedcancermedicine.org/?team=dr-florian-markowetz) - [Ms Evis Carcani](https://www.integratedcancermedicine.org/?team=ms-evis-carcani) - [Dr Claire King](https://www.integratedcancermedicine.org/?team=dr-claire-king) - [GE HealthCare](https://www.integratedcancermedicine.org/?team=ge-healthcare) - [Hui-Ling Ou](https://www.integratedcancermedicine.org/?team=kate-donoghue) - [Dr Ines Machado](https://www.integratedcancermedicine.org/?team=dr-ines-machado) - [Dr Gabriel Funingana](https://www.integratedcancermedicine.org/?team=dr-gabriel-funingana) - [Dr Mireia Crispin Ortuzar](https://www.integratedcancermedicine.org/?team=dr-mireia-crispin-ortuzar) - [Kate Donoghue](https://www.integratedcancermedicine.org/?team=rebecca-bradley) - [Dr Sarah Burge](https://www.integratedcancermedicine.org/?team=dr-sarah-burge) - [Elisabeth Crowe](https://www.integratedcancermedicine.org/?team=ms-elisabeth-crowe) - [Professor Jason Carroll](https://www.integratedcancermedicine.org/?team=professor-jason-carroll) - [Professor Jean Abraham](https://www.integratedcancermedicine.org/?team=dr-jean-abraham) - [Mr Ahmed Mohammed](https://www.integratedcancermedicine.org/?team=mr-ahmed-mohammed) - [Dr Joanna Worley](https://www.integratedcancermedicine.org/?team=dr-joanna-worley) - [Professor Brian Huntly](https://www.integratedcancermedicine.org/?team=professor-brian-huntly) - [Mark Foundation for Cancer Research](https://www.integratedcancermedicine.org/?team=mark-foundation) - [Professor Richard Gilbertson](https://www.integratedcancermedicine.org/?team=professor-richard-gilbertson) - [Dr Stephen John Sammut](https://www.integratedcancermedicine.org/?team=dr-stephen-john-sammut) - [Dr Karen Pinilla](https://www.integratedcancermedicine.org/?team=dr-karen-pinilla) - [Dr Richard Baird](https://www.integratedcancermedicine.org/?team=dr-richard-baird) - [Dr Joo Ern Ang](https://www.integratedcancermedicine.org/?team=dr-joo-ern-ang) - [Dr Oscar Rueda](https://www.integratedcancermedicine.org/?team=dr-oscar-rueda) - [Professor Carola-Bibiane Schönlieb](https://www.integratedcancermedicine.org/?team=professor-carola-bibiane-schonlieb) - [Dr Daniel Hodson](https://www.integratedcancermedicine.org/?team=dr-daniel-hodson) - [Cancer Research UK Cambridge Centre](https://www.integratedcancermedicine.org/?team=cruk-cc) - [Professor James D. Brenton](https://www.integratedcancermedicine.org/?team=eleanor-wolmark) - [Professor Richard Samworth](https://www.integratedcancermedicine.org/?team=professor-richard-samworth) - [Professor Pietro Lio](https://www.integratedcancermedicine.org/?team=professor-pietro-lio) - [Professor Mateja Jamnik](https://www.integratedcancermedicine.org/?team=professor-mateja-jamnik) - [Professor Jasmin Fisher](https://www.integratedcancermedicine.org/?team=professor-jasmin-fisher) - [Professor Fiona Gilbert](https://www.integratedcancermedicine.org/?team=professor-fiona-gilbert) - [Professor Charlotte Coles](https://www.integratedcancermedicine.org/?team=professor-charlotte-coles) - [Paula Martin-Gonzalez](https://www.integratedcancermedicine.org/?team=paula-martin-gonzalez) - [Isabelle Grootes](https://www.integratedcancermedicine.org/?team=ms-isabelle-grootes) - [Dr Shubha Anand](https://www.integratedcancermedicine.org/?team=dr-shubha-anand) - [Dr Nikola Simidjievski](https://www.integratedcancermedicine.org/?team=dr-nikola-simidjievski-mfcr-funded) - [Dr Mercedes Jimenez-Linan](https://www.integratedcancermedicine.org/?team=dr-mercedes-jimenez-linan) - [Dr Kate Eason](https://www.integratedcancermedicine.org/?team=dr-kate-eason-mfcr-funded) - [Dr Ali Dariush](https://www.integratedcancermedicine.org/?team=dr-ali-dariush) - [Dr Flaviu Bulat](https://www.integratedcancermedicine.org/?team=dr-flaviu-bulat) - [Dr Dominick McIntyre](https://www.integratedcancermedicine.org/?team=dr-dominick-mcintyre) - [AstraZeneca](https://www.integratedcancermedicine.org/?team=astrazeneca) - [Maggie Luff](https://www.integratedcancermedicine.org/?team=maggie-luff) - [Dr Raza Ali](https://www.integratedcancermedicine.org/?team=dr-raza-ali) - [Dr Nic Walton](https://www.integratedcancermedicine.org/?team=dr-nic-walton) - [Dr Suet-Feung Chin](https://www.integratedcancermedicine.org/?team=dr-suet-feung-chin) - [Professor George Vassiliou](https://www.integratedcancermedicine.org/?team=professor-george-vassiliou) ## Videos - [Survivors’ stories: The women helping Cambridge change the future of ovarian cancer](https://www.integratedcancermedicine.org/?videos=survivors-stories-the-women-helping-cambridge-change-the-future-of-ovarian-cancer) - [The researchers who are changing the story of ovarian cancer](https://www.integratedcancermedicine.org/?videos=the-researchers-who-are-changing-the-story-of-ovarian-cancer) - [MFICM Vision](https://www.integratedcancermedicine.org/?videos=icm-vision) - [Professor Mateja Jamnik TedX talk on AI](https://www.integratedcancermedicine.org/?videos=mateja-jamnik-tedx-talk-on-ai) - [IMAX-T Grand Challenge Project: Creating virtual reality maps of tumours](https://www.integratedcancermedicine.org/?videos=imax-t-grand-challenge-project-creating-virtual-reality-maps-of-tumours) ## Glossary - [Unsupervised Learning](https://www.integratedcancermedicine.org/?glossary=unsupervised-learning) - [Risk stratification](https://www.integratedcancermedicine.org/?glossary=risk-stratification) - [Randomised trial](https://www.integratedcancermedicine.org/?glossary=randomized-trial) - [Precision Cancer Medicine](https://www.integratedcancermedicine.org/?glossary=precision-cancer-medicine) - [PET](https://www.integratedcancermedicine.org/?glossary=pet) - [PDX model](https://www.integratedcancermedicine.org/?glossary=pdx-model) - [Non randomised trial](https://www.integratedcancermedicine.org/?glossary=non-randomized-trial) - [Hyperpolariser MRI](https://www.integratedcancermedicine.org/?glossary=hyperpolarizer-mri) - [Dose escalation](https://www.integratedcancermedicine.org/?glossary=dose-escalation) - [Digital pathology](https://www.integratedcancermedicine.org/?glossary=digital-pathology) - [CTC](https://www.integratedcancermedicine.org/?glossary=ctc) - [C13-pyruvate](https://www.integratedcancermedicine.org/?glossary=c13-pyruvate) - [C13-fumarate](https://www.integratedcancermedicine.org/?glossary=c13-fumarate) - [BAR design](https://www.integratedcancermedicine.org/?glossary=bar-design) - [Anonymised patient data](https://www.integratedcancermedicine.org/?glossary=anonymised-patient-data) - [OV04 / OV06](https://www.integratedcancermedicine.org/?glossary=ov04-ov06) - [DETECT](https://www.integratedcancermedicine.org/?glossary=detect) - [DIRECT](https://www.integratedcancermedicine.org/?glossary=direct) - [Ascites](https://www.integratedcancermedicine.org/?glossary=ascites) - [ctDNA](https://www.integratedcancermedicine.org/?glossary=ctdna-2) - [Omentum](https://www.integratedcancermedicine.org/?glossary=omentum) - [sWGS](https://www.integratedcancermedicine.org/?glossary=swgs) - [WIRE](https://www.integratedcancermedicine.org/?glossary=wire) - [Window of opportunity study](https://www.integratedcancermedicine.org/?glossary=window-of-opportunity-study) - [WGS](https://www.integratedcancermedicine.org/?glossary=wgs) - [UKAS accreditation](https://www.integratedcancermedicine.org/?glossary=ukas-accreditation) - [Tumour suppressor gene](https://www.integratedcancermedicine.org/?glossary=tumour-suppressor-gene) - [Tumour recurrence](https://www.integratedcancermedicine.org/?glossary=tumour-recurrence) - [Triple Negative Breast Cancer (TNBC)](https://www.integratedcancermedicine.org/?glossary=triple-negative-breast-cancer-tnbc) - [Supervised Learning](https://www.integratedcancermedicine.org/?glossary=supervised-learning) - [Standard of care](https://www.integratedcancermedicine.org/?glossary=standard-of-care) - [Solid malignancies](https://www.integratedcancermedicine.org/?glossary=solid-malignancies) - [Serial collection](https://www.integratedcancermedicine.org/?glossary=serial-collection) - [Semi-supervised Learning](https://www.integratedcancermedicine.org/?glossary=semi-supervised-learning) - [RNA](https://www.integratedcancermedicine.org/?glossary=rna) - [Retrospective trial](https://www.integratedcancermedicine.org/?glossary=retrospective-trial) - [Research arm](https://www.integratedcancermedicine.org/?glossary=research-arm) - [Reinforcement Learning](https://www.integratedcancermedicine.org/?glossary=reinforcement-learning) - [Prospective trial](https://www.integratedcancermedicine.org/?glossary=prospective-trial) - [Prognostic model](https://www.integratedcancermedicine.org/?glossary=prognostic-model) - [PREDICT model](https://www.integratedcancermedicine.org/?glossary=predict-model) - [Predicitive model](https://www.integratedcancermedicine.org/?glossary=predicitive-model) - [Phase III trial](https://www.integratedcancermedicine.org/?glossary=phase-iii-trial) - [Phase II trial](https://www.integratedcancermedicine.org/?glossary=phase-ii-trial) - [Phase I trial](https://www.integratedcancermedicine.org/?glossary=phase-i-trial) - [PDL1 inhibitor](https://www.integratedcancermedicine.org/?glossary=pdl1-inhibitor) - [PBCP](https://www.integratedcancermedicine.org/?glossary=pbcp) - [Patient specific barcodes](https://www.integratedcancermedicine.org/?glossary=patient-specific-barcodes) - [PARTNER/PARTNERING](https://www.integratedcancermedicine.org/?glossary=partner-partnering) - [Oncogene](https://www.integratedcancermedicine.org/?glossary=oncogene) - [Olaparib](https://www.integratedcancermedicine.org/?glossary=olaparib) - [NIHR-BRC](https://www.integratedcancermedicine.org/?glossary=nihr-brc) - [Neoadjuvant](https://www.integratedcancermedicine.org/?glossary=neoadjuvant) - [Necrosis](https://www.integratedcancermedicine.org/?glossary=necrosis) - [MRI](https://www.integratedcancermedicine.org/?glossary=mri) - [ML](https://www.integratedcancermedicine.org/?glossary=ml) - [METABRIC](https://www.integratedcancermedicine.org/?glossary=metabric) - [Liquid biopsy](https://www.integratedcancermedicine.org/?glossary=liquid-biopsy) - [In silico](https://www.integratedcancermedicine.org/?glossary=in-silico) - [IMAX-T](https://www.integratedcancermedicine.org/?glossary=imax-t) - [IHC](https://www.integratedcancermedicine.org/?glossary=ihc) - [Human tissue authority](https://www.integratedcancermedicine.org/?glossary=human-tissue-authority) - [Haematological malignancies](https://www.integratedcancermedicine.org/?glossary=haematological-malignancies) - [H&E](https://www.integratedcancermedicine.org/?glossary=he) - [GPU Cluster](https://www.integratedcancermedicine.org/?glossary=gpu-cluster) - [GPU](https://www.integratedcancermedicine.org/?glossary=gpu) - [GMP](https://www.integratedcancermedicine.org/?glossary=gmp) - [Gene panel](https://www.integratedcancermedicine.org/?glossary=gene-panel) - [Gemcitabine](https://www.integratedcancermedicine.org/?glossary=gemcitabine) - [GDPR](https://www.integratedcancermedicine.org/?glossary=gdpr) - [FIM](https://www.integratedcancermedicine.org/?glossary=fim) - [EPIC](https://www.integratedcancermedicine.org/?glossary=epic) - [ECMC](https://www.integratedcancermedicine.org/?glossary=ecmc) - [DWI or DW-MRI](https://www.integratedcancermedicine.org/?glossary=dwi-or-dw-mri) - [Durvalumab](https://www.integratedcancermedicine.org/?glossary=durvalumab) - [Dosimetry testing](https://www.integratedcancermedicine.org/?glossary=dosimetry-testing) - [DNA](https://www.integratedcancermedicine.org/?glossary=dna) - [DL](https://www.integratedcancermedicine.org/?glossary=dl) - [DDR pathway](https://www.integratedcancermedicine.org/?glossary=ddr-pathway) - [Data mining](https://www.integratedcancermedicine.org/?glossary=data-mining) - [ctDNA](https://www.integratedcancermedicine.org/?glossary=ctdna) - [CT](https://www.integratedcancermedicine.org/?glossary=ct) - [CRUK Grand Challenge](https://www.integratedcancermedicine.org/?glossary=cruk-grand-challenge) - [CPU](https://www.integratedcancermedicine.org/?glossary=cpu) - [Copy number variations](https://www.integratedcancermedicine.org/?glossary=copy-number-variations) - [Control arm](https://www.integratedcancermedicine.org/?glossary=control-arm) - [Computer Cluster](https://www.integratedcancermedicine.org/?glossary=computer-cluster) - [Clinical Trial](https://www.integratedcancermedicine.org/?glossary=clinical-trial-2) - [cfDNA](https://www.integratedcancermedicine.org/?glossary=cfdna) - [Cediranib](https://www.integratedcancermedicine.org/?glossary=cediranib) - [C2Am](https://www.integratedcancermedicine.org/?glossary=c2am) - [BRCA mutation](https://www.integratedcancermedicine.org/?glossary=brca-mutation) - [Biomarker](https://www.integratedcancermedicine.org/?glossary=biomarker) - [b.i.d.](https://www.integratedcancermedicine.org/?glossary=b-i-d) - [AZD6738](https://www.integratedcancermedicine.org/?glossary=azd6738) - [AZD1775](https://www.integratedcancermedicine.org/?glossary=azd1775) - [ATRIUM](https://www.integratedcancermedicine.org/?glossary=atrium) - [Apoptosis](https://www.integratedcancermedicine.org/?glossary=apoptosis) - [AI – Artificial Intelligence](https://www.integratedcancermedicine.org/?glossary=ai-artificial-intelligence) - [Adjuvant](https://www.integratedcancermedicine.org/?glossary=adjuvant) - [Actionable genes](https://www.integratedcancermedicine.org/?glossary=actionable-genes) - [7T/3T MRI](https://www.integratedcancermedicine.org/?glossary=7t-3t-mri) ## Categories - [Uncategorized](https://www.integratedcancermedicine.org/news/category/uncategorized/) - [Publication](https://www.integratedcancermedicine.org/news/category/publication/) ## Groups - [Partners](https://www.integratedcancermedicine.org/?groups=partners) - [Communications Manager](https://www.integratedcancermedicine.org/?groups=communications-manager) - [Computational](https://www.integratedcancermedicine.org/?groups=computational) - [Group Leader](https://www.integratedcancermedicine.org/?groups=group-leader) - [Imaging](https://www.integratedcancermedicine.org/?groups=imaging) - [Other](https://www.integratedcancermedicine.org/?groups=other) - [Programme Manager](https://www.integratedcancermedicine.org/?groups=programme-manager) - [MFICM Executive Committee](https://www.integratedcancermedicine.org/?groups=mficm-executive-committee)