Ethical Machine Learning in Healthcare
Chen, Irene Y, Pierson, Emma, Rose, Sherri, Joshi, Shalmali, Ferryman, Kadija, Ghassemi, Marzyeh
Published in Annual review of biomedical data science (20.07.2021)
Published in Annual review of biomedical data science (20.07.2021)
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Journal Article
Ethical limitations of algorithmic fairness solutions in health care machine learning
McCradden, Melissa D, Joshi, Shalmali, Mazwi, Mjaye, Anderson, James A
Published in The Lancet. Digital health (01.05.2020)
Published in The Lancet. Digital health (01.05.2020)
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Journal Article
Optimised Multi-Channel Transcranial Direct Current Stimulation (MtDCS) Reveals Differential Involvement of the Right-Ventrolateral Prefrontal Cortex (rVLPFC) and Insular Complex in those Predisposed to Aberrant Experiences
Joshi, Shalmali D, Ruffini, Giulio, Nuttall, Helen E, Watson, Derrick G, Braithwaite, Jason J
Published in Consciousness and cognition (01.01.2024)
Published in Consciousness and cognition (01.01.2024)
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Journal Article
Making machine learning matter to clinicians: model actionability in medical decision-making
Ehrmann, Daniel E, Joshi, Shalmali, Goodfellow, Sebastian D, Mazwi, Mjaye L, Eytan, Danny
Published in NPJ digital medicine (24.01.2023)
Published in NPJ digital medicine (24.01.2023)
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Journal Article
Short-Term Immobilization Promotes a Rapid Loss of Motor Evoked Potentials and Strength That Is Not Rescued by rTMS Treatment
Gaffney, Christopher J, Drinkwater, Amber, Joshi, Shalmali D, O'Hanlon, Brandon, Robinson, Abbie, Sands, Kayle-Anne, Slade, Kate, Braithwaite, Jason J, Nuttall, Helen E
Published in Frontiers in human neuroscience (26.04.2021)
Published in Frontiers in human neuroscience (26.04.2021)
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Journal Article
A normative framework for artificial intelligence as a sociotechnical system in healthcare
McCradden, Melissa D., Joshi, Shalmali, Anderson, James A., London, Alex John
Published in Patterns (New York, N.Y.) (10.11.2023)
Published in Patterns (New York, N.Y.) (10.11.2023)
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Journal Article
Prevalence and incidence measures for schizophrenia among commercial health insurance and medicaid enrollees
Finnerty, Molly T, Khan, Atif, You, Kai, Wang, Rui, Gu, Gyojeong, Layman, Deborah, Chen, Qingxian, Elhadad, Noémie, Joshi, Shalmali, Appelbaum, Paul S, Lencz, Todd, Markx, Sander, Kushner, Steven A, Rzhetsky, Andrey
Published in NPJ schizophrenia (22.08.2024)
Published in NPJ schizophrenia (22.08.2024)
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Journal Article
Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning
McCradden, Melissa D, Joshi, Shalmali, Anderson, James A, Mazwi, Mjaye, Goldenberg, Anna, Zlotnik Shaul, Randi
Published in Journal of the American Medical Informatics Association : JAMIA (09.12.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (09.12.2020)
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Journal Article
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Vasey, Baptiste, Nagendran, Myura, Campbell, Bruce, Clifton, David A, Collins, Gary S, Denaxas, Spiros, Denniston, Alastair K, Faes, Livia, Geerts, Bart, Ibrahim, Mudathir, Liu, Xiaoxuan, Mateen, Bilal A, Mathur, Piyush, McCradden, Melissa D, Morgan, Lauren, Ordish, Johan, Rogers, Campbell, Saria, Suchi, Ting, Daniel S W, Watkinson, Peter, Weber, Wim, Wheatstone, Peter, McCulloch, Peter
Published in Nature medicine (01.05.2022)
Published in Nature medicine (01.05.2022)
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Journal Article
Probabilistic Machine Learning for Healthcare
Chen, Irene Y, Joshi, Shalmali, Ghassemi, Marzyeh, Ranganath, Rajesh
Published in Annual review of biomedical data science (20.07.2021)
Published in Annual review of biomedical data science (20.07.2021)
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Journal Article
Rényi divergence minimization based co-regularized multiview clustering
Joshi, Shalmali, Ghosh, Joydeep, Reid, Mark, Koyejo, Oluwasanmi
Published in Machine learning (01.09.2016)
Published in Machine learning (01.09.2016)
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Journal Article
Smart Walking Stick for Visually Impaired
Swati Joshi Shalmali Bhalerao, Yash Shaligram Shardul Kedar, Sharayu Chakole Sayali Shambharkar
Published in NeuroQuantology (01.01.2022)
Published in NeuroQuantology (01.01.2022)
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Journal Article
Publisher Correction: Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Vasey, Baptiste, Nagendran, Myura, Campbell, Bruce, Clifton, David A, Collins, Gary S, Denaxas, Spiros, Denniston, Alastair K, Faes, Livia, Geerts, Bart, Ibrahim, Mudathir, Liu, Xiaoxuan, Mateen, Bilal A, Mathur, Piyush, McCradden, Melissa D, Morgan, Lauren, Ordish, Johan, Rogers, Campbell, Saria, Suchi, Ting, Daniel S W, Watkinson, Peter, Weber, Wim, Wheatstone, Peter, McCulloch, Peter
Published in Nature medicine (01.10.2022)
Published in Nature medicine (01.10.2022)
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Journal Article
Learning-to-defer for sequential medical decision-making under uncertainty
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Journal Article
Counterfactually Guided Off-policy Transfer in Clinical Settings
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Journal Article