Challenges to the Reproducibility of Machine Learning Models in Health Care
Beam, Andrew L, Manrai, Arjun K, Ghassemi, Marzyeh
Published in JAMA : the journal of the American Medical Association (28.01.2020)
Published in JAMA : the journal of the American Medical Association (28.01.2020)
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Journal Article
The false hope of current approaches to explainable artificial intelligence in health care
Ghassemi, Marzyeh, Oakden-Rayner, Luke, Beam, Andrew L
Published in The Lancet. Digital health (01.11.2021)
Published in The Lancet. Digital health (01.11.2021)
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Journal Article
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence
Collins, Gary S, Dhiman, Paula, Andaur Navarro, Constanza L, Ma, Jie, Hooft, Lotty, Reitsma, Johannes B, Logullo, Patricia, Beam, Andrew L, Peng, Lily, Van Calster, Ben, van Smeden, Maarten, Riley, Richard D, Moons, Karel GM
Published in BMJ open (09.07.2021)
Published in BMJ open (09.07.2021)
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Journal Article
Empirical Frequentist Coverage of Deep Learning Uncertainty Quantification Procedures
Kompa, Benjamin, Snoek, Jasper, Beam, Andrew L
Published in Entropy (Basel, Switzerland) (30.11.2021)
Published in Entropy (Basel, Switzerland) (30.11.2021)
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Journal Article
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
Liu, Xiaoxuan, Cruz Rivera, Samantha, Moher, David, Calvert, Melanie J, Denniston, Alastair K, Ashrafian, Hutan, Beam, Andrew L, Chan, An-Wen, Collins, Gary S, Deeks, Ara DarziJonathan J, ElZarrad, M Khair, Espinoza, Cyrus, Esteva, Andre, Faes, Livia, Ferrante di Ruffano, Lavinia, Fletcher, John, Golub, Robert, Harvey, Hugh, Haug, Charlotte, Holmes, Christopher, Jonas, Adrian, Keane, Pearse A, Kelly, Christopher J, Lee, Aaron Y, Lee, Cecilia S, Manna, Elaine, Matcham, James, McCradden, Melissa, Monteiro, Joao, Mulrow, Cynthia, Oakden-Rayner, Luke, Paltoo, Dina, Panico, Maria Beatrice, Price, Gary, Rowley, Samuel, Savage, Richard, Sarkar, Rupa, Vollmer, Sebastian J, Yau, Christopher
Published in The Lancet. Digital health (01.10.2020)
Published in The Lancet. Digital health (01.10.2020)
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Journal Article
Practical guidance on artificial intelligence for health-care data
Ghassemi, Marzyeh, Naumann, Tristan, Schulam, Peter, Beam, Andrew L, Chen, Irene Y, Ranganath, Rajesh
Published in The Lancet. Digital health (01.08.2019)
Published in The Lancet. Digital health (01.08.2019)
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Journal Article
Concordance between gene expression in peripheral whole blood and colonic tissue in children with inflammatory bowel disease
Palmer, Nathan P, Silvester, Jocelyn A, Lee, Jessica J, Beam, Andrew L, Fried, Inbar, Valtchinov, Vladimir I, Rahimov, Fedik, Kong, Sek Won, Ghodoussipour, Saum, Hood, Helen C, Bousvaros, Athos, Grand, Richard J, Kunkel, Louis M, Kohane, Isaac S
Published in PloS one (16.10.2019)
Published in PloS one (16.10.2019)
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Journal Article
Statin Twitter: Human and Automated Bot Contributions, 2010 to 2022
Slavin, Samuel D, Berman, Adam N, Beam, Andrew L, Navar, Ann Marie, Mittleman, Murray A
Published in Journal of the American Heart Association (02.04.2024)
Published in Journal of the American Heart Association (02.04.2024)
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Journal Article
Big Data and Machine Learning in Health Care
Beam, Andrew L, Kohane, Isaac S
Published in JAMA : the journal of the American Medical Association (03.04.2018)
Published in JAMA : the journal of the American Medical Association (03.04.2018)
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Journal Article
Author Correction: Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
Martindale, Alexander P. L., Llewellyn, Carrie D., de Visser, Richard O., Ng, Benjamin, Ngai, Victoria, Kale, Aditya U., di Ruffano, Lavinia Ferrante, Golub, Robert M., Collins, Gary S., Moher, David, McCradden, Melissa D., Oakden-Rayner, Lauren, Rivera, Samantha Cruz, Calvert, Melanie, Kelly, Christopher J., Lee, Cecilia S., Yau, Christopher, Chan, An-Wen, Keane, Pearse A., Beam, Andrew L., Denniston, Alastair K., Liu, Xiaoxuan
Published in Nature communications (29.07.2024)
Published in Nature communications (29.07.2024)
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Journal Article
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
Martindale, Alexander P L, Ng, Benjamin, Ngai, Victoria, Kale, Aditya U, Ferrante di Ruffano, Lavinia, Golub, Robert M, Collins, Gary S, Moher, David, McCradden, Melissa D, Oakden-Rayner, Lauren, Rivera, Samantha Cruz, Calvert, Melanie, Kelly, Christopher J, Lee, Cecilia S, Yau, Christopher, Chan, An-Wen, Keane, Pearse A, Beam, Andrew L, Denniston, Alastair K, Liu, Xiaoxuan
Published in Nature communications (22.02.2024)
Published in Nature communications (22.02.2024)
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Journal Article
Statistical Physics for Medical Diagnostics: Learning, Inference, and Optimization Algorithms
Ramezanpour, Abolfazl, Beam, Andrew L, Chen, Jonathan H, Mashaghi, Alireza
Published in Diagnostics (Basel) (19.11.2020)
Published in Diagnostics (Basel) (19.11.2020)
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Journal Article
Translating Artificial Intelligence Into Clinical Care
Beam, Andrew L, Kohane, Isaac S
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article
Artificial intelligence in healthcare
Yu, Kun-Hsing, Beam, Andrew L, Kohane, Isaac S
Published in Nature biomedical engineering (01.10.2018)
Published in Nature biomedical engineering (01.10.2018)
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Journal Article
Artificial Intelligence in Medicine
Beam, Andrew L., Drazen, Jeffrey M., Kohane, Isaac S., Leong, Tze-Yun, Manrai, Arjun K., Rubin, Eric J.
Published in The New England journal of medicine (30.03.2023)
Published in The New England journal of medicine (30.03.2023)
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Journal Article
Illuminating protein space with a programmable generative model
Ingraham, John B, Baranov, Max, Costello, Zak, Barber, Karl W, Wang, Wujie, Ismail, Ahmed, Frappier, Vincent, Lord, Dana M, Ng-Thow-Hing, Christopher, Van Vlack, Erik R, Tie, Shan, Xue, Vincent, Cowles, Sarah C, Leung, Alan, Rodrigues, João V, Morales-Perez, Claudio L, Ayoub, Alex M, Green, Robin, Puentes, Katherine, Oplinger, Frank, Panwar, Nishant V, Obermeyer, Fritz, Root, Adam R, Beam, Andrew L, Poelwijk, Frank J, Grigoryan, Gevorg
Published in Nature (London) (30.11.2023)
Published in Nature (London) (30.11.2023)
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