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  2. Faculty member Sarah Teichmann elected as Professor in Stem Cell…

    https://ccaim.cam.ac.uk/faculty-member-sarah-teichmann-elected-as-professor-in-stem-cell-medicine/
    23 Feb 2024: I am incredibly excited to be moving to the Cambridge Biomedical Campus with my group joining CSCI and the Department of Medicine, which will open up new opportunities to use our
  3. Transforming medicine through AI-enabled healthcare

    https://ccaim.cam.ac.uk/transforming-medicine-through-ai-enabled-healthcare/
    23 Feb 2024: We are improving the clustering. We are improving the current technology but also adding new technology, and iterating this with a variety of clinicians in Jem’s team,” says van der
  4. The Cambridge Centre for AI in Medicine tackles COVID-19

    https://ccaim.cam.ac.uk/the-cambridge-centre-for-ai-in-medicine-tackles-covid-19/
    23 Feb 2024: overwhelmed. “For clinicians, watching this new disease spread rapidly in front of us has been a huge challenge and has required reconfiguring all aspects of healthcare. ... Bridget Bannerman in his team is exploring a combination of structural and
  5. Synthetic data can be used to increase fairness and protect patient…

    https://ccaim.cam.ac.uk/artificial-intelligence-fairness-patient-confidentiality-medical-research/
    23 Feb 2024: The datasets it produces can be made publicly available to the machine learning community without compromising patient confidentiality – opening new opportunities for researchers to develop machine learning solutions for pressing medical
  6. Machine learning finds an improved way to match donor organs with…

    https://ccaim.cam.ac.uk/machine-learning-finds-an-improved-way-to-match-donor-organs-with-patients/
    23 Feb 2024: Societal gains. The new system, envisaged as a clinical decision-support tool, recommends an organ be first offered to a selected recipient based not only on its own prediction of the ... Explicitly modelling organ scarcity when considering organ
  7. Cambridge Centre for AI in Medicine announces its official launch

    https://ccaim.cam.ac.uk/cambridge-centre-for-ai-in-medicine-announces-its-official-launch/
    23 Feb 2024: For the 5-year duration, AstraZeneca and GSK will support five new PhD studentships per year. ... The new Cambridge Centre for AI in Medicine will recruit and train the next generation of practitioners at the intersection of AI, industry and academia.
  8. https://ccaim.cam.ac.uk/tag/ml/feed/

    https://ccaim.cam.ac.uk/tag/ml/feed/
    21 Feb 2024: individualise-treatment-effect-estimation-challenges-and-opportunities/#respond Andreas Bedorf Wed, 17 Jan 2024 16:24:08 0000 Featured News News Uncategorised AI AstraZeneca CCAIM ML Review Treatment Effect Estrimation Treatment ... ccaim.cam.ac.uk/?p=447
  9. https://ccaim.cam.ac.uk/category/news/student-news/feed/

    https://ccaim.cam.ac.uk/category/news/student-news/feed/
    21 Feb 2024: ccaim.cam.ac.uk/wp-content/uploads/2020/09/cropped-CCAIM-Symbol-Social-Icon-WhiteBG-1-32x32.png CCAIM https://ccaim.cam.ac.uk 32 32 CCAIM awards four new PhD ... Navneet Gidda Thu, 04 Nov 2021 13:57:11 0000 News Student News AI Ai Research artifical
  10. https://ccaim.cam.ac.uk/tag/research/feed/

    https://ccaim.cam.ac.uk/tag/research/feed/
    21 Feb 2024: as a new activation for the framelet convolution, which thresholds the high-frequency information at different scales. ... Similar phenomena have been seen in a
  11. The governance of artificial intelligence – CCAIM makes…

    https://ccaim.cam.ac.uk/the-governance-of-artificial-intelligence-ccaim-makes-recommendations-to-government/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. The governance of artificial intelligence – CCAIM makes recommendations to government. 13 September 2023. by Andreas Bedorf. Over the course of several months, the Science and Technology
  12. https://ccaim.cam.ac.uk/category/software/feed/

    https://ccaim.cam.ac.uk/category/software/feed/
    21 Feb 2024: uk/autoprognosis/ https://ccaim.cam.ac.uk/autoprognosis/#respond Andreas Bedorf Mon, 24 Apr 2023 15:55:55 0000 Impact News Research Software https://ccaim.cam.ac.uk/?p=5815 AutoPrognosis ... wp-block-heading"strongHow is it unique?/strong/h3
  13. https://ccaim.cam.ac.uk/tag/deep-learning/feed/

    https://ccaim.cam.ac.uk/tag/deep-learning/feed/
    21 Feb 2024: ac.uk/disease-progression-in-prostate-cancer-patients-how-we-approach-the-problem-with-machine-learning/#respond Andreas Bedorf Tue, 16 Aug 2022 10:00:00 0000 News Research Video CCAIM ... Many existing algorithms restart training for each new
  14. https://ccaim.cam.ac.uk/category/covid-19/feed/

    https://ccaim.cam.ac.uk/category/covid-19/feed/
    21 Feb 2024: Sep 2020 09:09:54 0000 Clinical trials COVID-19 News News Research Uncategorised https://ccaim.cam.ac.uk/?p=1405 The coronavirus pandemic is the greatest global healthcare crisis of ... 59:26 0000 COVID-19 News News AI coronavirus covid-19 machine
  15. Mihaela van der Schaar joins The Guardian’s Science Weekly podcast to …

    https://ccaim.cam.ac.uk/mihaela-van-der-schaar-joins-the-guardians-science-weekly-podcast-to-talk-about-ai/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. Mihaela van der Schaar joins The Guardian’s Science Weekly podcast to talk about AI. 3 November 2023. by Andreas Bedorf. At the start of November, Prof Mihaela van der Schaar joined Guardian
  16. https://ccaim.cam.ac.uk/category/news/feed/

    https://ccaim.cam.ac.uk/category/news/feed/
    21 Feb 2024: individualise-treatment-effect-estimation-challenges-and-opportunities/#respond Andreas Bedorf Wed, 17 Jan 2024 16:24:08 0000 Featured News News Uncategorised AI AstraZeneca CCAIM ML Review Treatment Effect Estrimation Treatment ... As we want to answer
  17. Progress using covid-19 patient data to train machine learning models …

    https://ccaim.cam.ac.uk/progress-using-covid-19-patient-data-to-train-machine-learning-models-for-healthcare/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. Progress using covid-19 patient data to train machine learning models for healthcare. 3 April 2020. by Sean O'Neill. CCAIM Director, Professor Mihaela van der Schaar, demonstrates that machine
  18. https://ccaim.cam.ac.uk/category/impact/feed/

    https://ccaim.cam.ac.uk/category/impact/feed/
    21 Feb 2024: May 2023 09:25:09 0000 Impact News Research Research News Cambridge Centre for AI in Medicine machine learning https://ccaim.cam.ac.uk/?p=5908 SMC builds a new ensemble ... question. SMC builds a new ensemble weighting existing models according to their
  19. Machine learning comes of age in cystic fibrosis

    https://ccaim.cam.ac.uk/machine-learning-comes-of-age-in-cystic-fibrosis/
    23 Feb 2024: But does the rate of decline differ between patients taking a new drug treatment, for example? ... environmental factors, new interventions and treatments, at both the individual and population level.
  20. https://ccaim.cam.ac.uk/tag/presentation/feed/

    https://ccaim.cam.ac.uk/tag/presentation/feed/
    21 Feb 2024: News ICML conference machine learning paper Presentation https://ccaim.cam.ac.uk/?p=5291 The Cambridge Centre for AI in Medicine will be represented at the Thirty-ninth International Conference on ... This leads to a new approach, the Treatment Effect
  21. Revolutionizing Healthcare: Gathering expertise: which AI skills…

    https://ccaim.cam.ac.uk/revolutionizing-healthcare-gathering-expertise-which-ai-skills-should-medical-professionals-learn/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. Revolutionizing Healthcare: Gathering expertise: which AI skills should medical professionals learn? 21 September 2023. by Andreas Bedorf. For our Revolutionizing Healthcare engagement series in
  22. https://ccaim.cam.ac.uk/tag/icml/feed/

    https://ccaim.cam.ac.uk/tag/icml/feed/
    21 Feb 2024: know/#respond Andreas Bedorf Mon, 24 Jul 2023 12:03:28 0000 Featured News ICML News conference healthcare machine learning van der Schaar https://ccaim.cam.ac.uk/?p=6111 CCAIM ... This leads to a new approach, the Treatment Effect Neural Controlled
  23. https://ccaim.cam.ac.uk/tag/data-science/feed/

    https://ccaim.cam.ac.uk/tag/data-science/feed/
    21 Feb 2024: ccaim.cam.ac.uk/wp-content/uploads/2020/09/cropped-CCAIM-Symbol-Social-Icon-WhiteBG-1-32x32.png CCAIM https://ccaim.cam.ac.uk 32 32 CCAIM awards four new PhD ... Neill Thu, 01 Aug 2019 13:23:18 0000 Featured News News Research Research News Uncategorised
  24. https://ccaim.cam.ac.uk/category/conference/nacfc/feed/

    https://ccaim.cam.ac.uk/category/conference/nacfc/feed/
    21 Feb 2024: The Cambridge researchers called it Dynamic-DeepHit./p pThe new model assessed two competing risks: death from respiratory failure, and death from all other causes. ... changes in the population affected, disease characteristics, environmental factors,
  25. Prof Mihaela van der Schaar writes for The Guardian about AI-powered…

    https://ccaim.cam.ac.uk/prof-mihaela-van-der-schaar-writes-for-the-guardian-about-ai-powered-personalised-medicine/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. Prof Mihaela van der Schaar writes for The Guardian about AI-powered personalised medicine. 26 June 2023. by Andreas Bedorf. In a guest article for The Guardian, released on 26 June, our
  26. https://ccaim.cam.ac.uk/tag/paper/feed/

    https://ccaim.cam.ac.uk/tag/paper/feed/
    21 Feb 2024: ac.uk/disease-progression-in-prostate-cancer-patients-how-we-approach-the-problem-with-machine-learning/#respond Andreas Bedorf Tue, 16 Aug 2022 10:00:00 0000 News Research Video CCAIM ... This leads to a new approach, the Treatment Effect Neural
  27. https://ccaim.cam.ac.uk/tag/organ-transplant/feed/

    https://ccaim.cam.ac.uk/tag/organ-transplant/feed/
    21 Feb 2024: OrganITE is the first of a number of new decision support tools that will offer organs for transplantation a href="https://www.vanderschaar-lab.com/spotlight-on-organ-transplantation-research-projects/" ... walk. It generalizes the graph Laplacian to a
  28. Cambridge Centre for AI in Medicine is a heavy hitter at NeurIPS 2020

    https://ccaim.cam.ac.uk/cambridge-centre-for-ai-in-medicine-is-a-heavy-hitter-at-neurips-2020/
    23 Feb 2024: Find out more about the potential impact of OrganITE in this CCAIM news story. ... Neural Ordinary Differential Equations (NODEs) are a new class of models that transform data continuously through infinite-depth architectures.
  29. https://ccaim.cam.ac.uk/tag/cambridge-university/feed/

    https://ccaim.cam.ac.uk/tag/cambridge-university/feed/
    21 Feb 2024: eighteen-papers-from-cambridge-centre-for-ai-in-medicine-accepted-at-neurips-2021/#respond Navneet Gidda Tue, 07 Dec 2021 17:52:43 0000 Featured News News AI artificial intelligence Cambridge ... In this paper, we propose a new solution to this problem
  30. Ten papers accepted at ICML 2021

    https://ccaim.cam.ac.uk/announcement-ten-papers-from-ccaim-research-team-accepted-at-icml-2021/
    23 Feb 2024: Furthermore, we introduce a novel organ-allocation simulator to accurately test new policies. ... Abstract: This paper presents a new approach for assembling graph neural networks based on framelet transforms.
  31. Prof Mihaela van der Schaar speaks with the BBC about how AI is…

    https://ccaim.cam.ac.uk/prof-mihaela-van-der-schaar-speaks-with-the-bbc-about-how-ai-is-already-improving-medicine/
    23 Feb 2024: In an interview with BBC News Mundo, released on 14 June, our director Prof Mihaela van der Schaar spoke with journalist Margarita Rodríguez as part of an article on “3 areas
  32. ‘Clairvoyance’, a breakthrough ML technology for medical time-series…

    https://ccaim.cam.ac.uk/clairvoyance-a-breakthrough-ml-technology-for-medical-time-series-data-accepted-for-iclr-2021/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. ‘Clairvoyance’, a breakthrough ML technology for medical time-series data, accepted for ICLR 2021. 19 January 2021. by Sean O'Neill. The International Conference on Learning Representations
  33. https://ccaim.cam.ac.uk/tag/cambridge/feed/

    https://ccaim.cam.ac.uk/tag/cambridge/feed/
    21 Feb 2024: eighteen-papers-from-cambridge-centre-for-ai-in-medicine-accepted-at-neurips-2021/#respond Navneet Gidda Tue, 07 Dec 2021 17:52:43 0000 Featured News News AI artificial intelligence Cambridge ... In this paper, we propose a new solution to this problem
  34. https://ccaim.cam.ac.uk/category/people/feed/

    https://ccaim.cam.ac.uk/category/people/feed/
    21 Feb 2024: 960b-3524a1c37795"Visit GitHub account (opens in a new tab)/titlepath fill="#fff" d="M12. ... 9b36-6b66ed992138"Visit GitHub account (opens in a new tab)/titlepath fill="#fff" d="M12.
  35. Using Machine Learning to Individualise Treatment Effect Estimation:…

    https://ccaim.cam.ac.uk/using-machine-learning-to-individualise-treatment-effect-estimation-challenges-and-opportunities/
    23 Feb 2024: As we want to answer the question “What would be the outcome if I were to modify the current treatment policy?”, we need to tread new ground. ... As we consider this potential, it is vital that we turn our attention to addressing challenges in the
  36. https://ccaim.cam.ac.uk/tag/ml-conference/feed/

    https://ccaim.cam.ac.uk/tag/ml-conference/feed/
    21 Feb 2024: eighteen-papers-from-cambridge-centre-for-ai-in-medicine-accepted-at-neurips-2021/#respond Navneet Gidda Tue, 07 Dec 2021 17:52:43 0000 Featured News News AI artificial intelligence Cambridge ... In this paper, we propose a new solution to this problem
  37. https://ccaim.cam.ac.uk/tag/neurips/feed/

    https://ccaim.cam.ac.uk/tag/neurips/feed/
    21 Feb 2024: centre-for-ai-in-medicine-accepted-at-neurips-2021/#respond Navneet Gidda Tue, 07 Dec 2021 17:52:43 0000 Featured News News AI artificial intelligence Cambridge cambridge university CCAIM conference ... In this paper, we propose a new solution to this
  38. Disease Progression in Prostate Cancer Patients – How we approach the …

    https://ccaim.cam.ac.uk/disease-progression-in-prostate-cancer-patients-how-we-approach-the-problem-with-machine-learning/
    23 Feb 2024: CCAIM. Novel AI to transform healthcare. Menu. Events. Disease Progression in Prostate Cancer Patients – How we approach the problem with Machine Learning. 16 August 2022. by Andreas Bedorf. This post refers to a newly published paper involving
  39. https://ccaim.cam.ac.uk/category/research/feed/

    https://ccaim.cam.ac.uk/category/research/feed/
    21 Feb 2024: 09:25:09 0000 Impact News Research Research News Cambridge Centre for AI in Medicine machine learning https://ccaim.cam.ac.uk/?p=5908 SMC builds a new ensemble weighting existing ... question. SMC builds a new ensemble weighting existing models according
  40. Million-patient study shows strength of machine learning in…

    https://ccaim.cam.ac.uk/million-patient-study-shows-strength-of-machine-learning-in-recommending-breast-cancer-therapies/
    23 Feb 2024: An extensive new study published in Nature Machine Intelligence shows that a prognostic tool developed by the van der Schaar Lab can recommend therapies for breast cancer patients more reliably than ... Note: This news item was originally published by
  41. https://ccaim.cam.ac.uk/category/organ-transplantation/feed/

    https://ccaim.cam.ac.uk/category/organ-transplantation/feed/
    21 Feb 2024: based Prognostic Scores for Cystic Fibrosis – new publication https://ccaim.cam.ac.uk/external-validity-of-machine-learning-based-prognostic-scores-for-cystic-fibrosis-new-publication/ ... external-validity-of-machine-learning-based-prognostic-scores-fo
  42. https://ccaim.cam.ac.uk/category/uncategorised/feed/

    https://ccaim.cam.ac.uk/category/uncategorised/feed/
    21 Feb 2024: individualise-treatment-effect-estimation-challenges-and-opportunities/#respond Andreas Bedorf Wed, 17 Jan 2024 16:24:08 0000 Featured News News Uncategorised AI AstraZeneca CCAIM ML Review Treatment Effect Estrimation Treatment ... Similar phenomena
  43. https://ccaim.cam.ac.uk/category/conference/icml/feed/

    https://ccaim.cam.ac.uk/category/conference/icml/feed/
    21 Feb 2024: News https://ccaim.cam.ac.uk/?p=5971 We introduce LEGATO, a hierarchical graph auto-encoder that learns a smaller, latent graph to dynamically aggregate information from multiple views. ... This leads to a new approach, the Treatment Effect Neural
  44. https://ccaim.cam.ac.uk/tag/medicine/feed/

    https://ccaim.cam.ac.uk/tag/medicine/feed/
    21 Feb 2024: eighteen-papers-from-cambridge-centre-for-ai-in-medicine-accepted-at-neurips-2021/#respond Navneet Gidda Tue, 07 Dec 2021 17:52:43 0000 Featured News News AI artificial intelligence Cambridge ... In this paper, we propose a new solution to this problem
  45. https://ccaim.cam.ac.uk/tag/gsk/feed/

    https://ccaim.cam.ac.uk/tag/gsk/feed/
    21 Feb 2024: We formalize these failure modes and provide three new generative metrics to quantify them. ... work. In our work we introduce mixed confounded missingness (MCM), a new missingness mechanism where some missingness determines treatment selection and other
  46. How pioneering Machine Learning can help to future-proof clinical…

    https://ccaim.cam.ac.uk/how-pioneering-machine-learning-can-help-to-future-proof-clinical-trials-in-the-era-of-covid-19/
    23 Feb 2024: new drugs to treat COVID-19, and ongoing clinical trials for drugs unrelated to COVID-19. ... 19. Adopting these new methods is critical to the pharmaceutical industry well beyond the current pandemic.
  47. Royal Papworth Hospital wins funding award to accelerate artificial…

    https://ccaim.cam.ac.uk/royal-papworth-hospital-wins-funding-award-to-accelerate-artificial-intelligence-technology-in-cystic-fibrosis/
    23 Feb 2024: Note: This news item was originally published by the Royal Papworth Hospital and adapted for use by the Centre.
  48. Advances in machine learning for cystic fibrosis revealed at the…

    https://ccaim.cam.ac.uk/advances-in-machine-learning-for-cystic-fibrosis-revealed-at-north-american-cf-conference-2020/
    23 Feb 2024: The approach updates temporal phenotype (cluster classification) as new observations are collected over time (see Fig 2). ... environmental factors, new interventions and treatments, at both the individual and population level.
  49. https://ccaim.cam.ac.uk/author/so424/feed/

    https://ccaim.cam.ac.uk/author/so424/feed/
    21 Feb 2024: uk/announcing-the-ccaim-seminar-series/#respond Sean O'Neill Wed, 16 Dec 2020 16:15:53 0000 CCAIM Seminar Series Event Featured News News ... Neill Wed, 11 Nov 2020 11:00:21 0000 Featured News News AstraZeneca Cambridge Centre for AI in Medicine CCAIM
  50. https://ccaim.cam.ac.uk/category/conference/aistats/feed/

    https://ccaim.cam.ac.uk/category/conference/aistats/feed/
    21 Feb 2024: We formalize these failure modes and provide three new generative metrics to quantify them. ... work. In our work we introduce mixed confounded missingness (MCM), a new missingness mechanism where some missingness determines treatment selection and other
  51. Empowering people with CF to take control with smart self-monitoring

    https://ccaim.cam.ac.uk/how-a-cloud-based-solution-is-transforming-care-for-people-with-cystic-fibrosis/
    23 Feb 2024: The first phase of the study aims to prove that home monitoring is safe and effective; later phases will involve testing novel new devices and capabilities with the solution and applying ... It’s made things a lot easier.”.

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