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
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
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
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
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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Journal Article
Artificial intelligence in the neonatal intensive care unit: the time is now
Beam, Kristyn, Sharma, Puneet, Levy, Phil, Beam, Andrew L
Published in Journal of perinatology (01.01.2024)
Published in Journal of perinatology (01.01.2024)
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Journal Article
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI Extension
Liu, Xiaoxuan, Rivera, Samantha Cruz, Moher, David, Calvert, Melanie J, Denniston, Alastair K, Ashrafian, Hutan, Beam, Andrew L, Chan, An-Wen, Collins, Gary S, Darzi, Ara, Deeks, Jonathan 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 BMJ (Online) (09.09.2020)
Published in BMJ (Online) (09.09.2020)
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Journal Article
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension
Rivera, Samantha Cruz, Liu, Xiaoxuan, Chan, An-Wen, Denniston, Alastair K, Calvert, Melanie J, Ashrafian, Hutan, Beam, Andrew L, Collins, Gary S, Darzi, Ara, Deeks, Jonathan 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, Moher, David, 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 BMJ (Online) (09.09.2020)
Published in BMJ (Online) (09.09.2020)
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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
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
PD(AI): the role of artificial intelligence in the management of patent ductus arteriosus
Sharma, Puneet, Beam, Kristyn, Levy, Philip, Beam, Andrew L
Published in Journal of perinatology (01.02.2023)
Published in Journal of perinatology (01.02.2023)
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Journal Article