How machine-learning recommendations influence clinician treatment selections: the example of the antidepressant selection
Jacobs, Maia, Pradier, Melanie F, McCoy, Jr, Thomas H, Perlis, Roy H, Doshi-Velez, Finale, Gajos, Krzysztof Z
Published in Translational psychiatry (04.02.2021)
Published in Translational psychiatry (04.02.2021)
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Journal Article
Assessing topic model relevance: Evaluation and informative priors
Fan, Angela, Doshi‐Velez, Finale, Miratrix, Luke
Published in Statistical analysis and data mining (01.06.2019)
Published in Statistical analysis and data mining (01.06.2019)
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Journal Article
Predicting change in diagnosis from major depression to bipolar disorder after antidepressant initiation
Pradier, Melanie F, Hughes, Michael C, McCoy, Jr, Thomas H, Barroilhet, Sergio A, Doshi-Velez, Finale, Perlis, Roy H
Published in Neuropsychopharmacology (New York, N.Y.) (01.01.2021)
Published in Neuropsychopharmacology (New York, N.Y.) (01.01.2021)
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Journal Article
Predicting treatment dropout after antidepressant initiation
Pradier, Melanie F, McCoy, Jr, Thomas H, Hughes, Michael, Perlis, Roy H, Doshi-Velez, Finale
Published in Translational psychiatry (06.02.2020)
Published in Translational psychiatry (06.02.2020)
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Journal Article
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines
Trella, Anna L, Zhang, Kelly W, Nahum-Shani, Inbal, Shetty, Vivek, Doshi-Velez, Finale, Murphy, Susan A
Published in Algorithms (01.08.2022)
Published in Algorithms (01.08.2022)
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Journal Article
Improving counterfactual reasoning with kernelised dynamic mixing models
Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale
Published in PloS one (12.11.2018)
Published in PloS one (12.11.2018)
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Journal Article
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder
Lingren, Todd, Chen, Pei, Bochenek, Joseph, Doshi-Velez, Finale, Manning-Courtney, Patty, Bickel, Julie, Wildenger Welchons, Leah, Reinhold, Judy, Bing, Nicole, Ni, Yizhao, Barbaresi, William, Mentch, Frank, Basford, Melissa, Denny, Joshua, Vazquez, Lyam, Perry, Cassandra, Namjou, Bahram, Qiu, Haijun, Connolly, John, Abrams, Debra, Holm, Ingrid A, Cobb, Beth A, Lingren, Nataline, Solti, Imre, Hakonarson, Hakon, Kohane, Isaac S, Harley, John, Savova, Guergana
Published in PloS one (29.07.2016)
Published in PloS one (29.07.2016)
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Journal Article
An interpretable RL framework for pre-deployment modeling in ICU hypotension management
Zhang, Kristine, Wang, Henry, Du, Jianzhun, Chu, Brian, Arévalo, Aldo Robles, Kindle, Ryan, Celi, Leo Anthony, Doshi-Velez, Finale
Published in NPJ digital medicine (18.11.2022)
Published in NPJ digital medicine (18.11.2022)
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Journal Article
Guidelines for reinforcement learning in healthcare
Gottesman, Omer, Johansson, Fredrik, Komorowski, Matthieu, Faisal, Aldo, Sontag, David, Doshi-Velez, Finale, Celi, Leo Anthony
Published in Nature medicine (01.01.2019)
Published in Nature medicine (01.01.2019)
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Journal Article
Improving safety and operational efficiency in residential care settings with WiFi-based localization
Doshi-Velez, Finale, Li, William, Battat, Yoni, Charrow, Ben, Curtis, Dorothy, Curthis, Dorothy, Park, Jun-geun, Hemachandra, Sachithra, Velez, Javier, Walsh, Cynthia, Fredette, Don, Reimer, Bryan, Roy, Nicholas, Teller, Seth
Published in Journal of the American Medical Directors Association (01.07.2012)
Published in Journal of the American Medical Directors Association (01.07.2012)
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Journal Article
Summarizing agent strategies
Amir, Ofra, Doshi-Velez, Finale, Sarne, David
Published in Autonomous agents and multi-agent systems (01.09.2019)
Published in Autonomous agents and multi-agent systems (01.09.2019)
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Journal Article
The myth of generalisability in clinical research and machine learning in health care
Futoma, Joseph, Simons, Morgan, Panch, Trishan, Doshi-Velez, Finale, Celi, Leo Anthony
Published in The Lancet. Digital health (01.09.2020)
Published in The Lancet. Digital health (01.09.2020)
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Journal Article
Do no harm: a roadmap for responsible machine learning for health care
Wiens, Jenna, Saria, Suchi, Sendak, Mark, Ghassemi, Marzyeh, Liu, Vincent X, Doshi-Velez, Finale, Jung, Kenneth, Heller, Katherine, Kale, David, Saeed, Mohammed, Ossorio, Pilar N, Thadaney-Israni, Sonoo, Goldenberg, Anna
Published in Nature medicine (01.09.2019)
Published in Nature medicine (01.09.2019)
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