Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges

AI in health and medicine

(2022) Pranav Rajpurkar et al.   NATURE MEDICINE

The Virtues of Interpretable Medical Artificial Intelligence

(2022) Joshua Hatherley et al.   CAMBRIDGE QUARTERLY OF HEALTHCARE ETHICS

A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction

(2021) Mauro. F. Pinto et al.   Scientific Reports

Prediction of operative mortality for patients undergoing cardiac surgical procedures without established risk scores

(2021) Chin Siang Ong et al.   JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

High Hopes for “Deep Medicine”? AI, Economics, and the Future of Care

(2020) Robert Sparrow et al.   HASTINGS CENTER REPORT

Precision Medicine and Artificial Intelligence: A Pilot Study on Deep Learning for Hypoglycemic Events Detection based on ECG

(2020) Mihaela Porumb et al.   Scientific Reports

Machine Learning Comes of Age

(2020) Michael L. Burns et al.   ANESTHESIOLOGY

Federated Learning: Challenges, Methods, and Future Directions

(2020) Tian Li et al.   IEEE SIGNAL PROCESSING MAGAZINE

Limits of trust in medical AI

(2020) Joshua James Hatherley   JOURNAL OF MEDICAL ETHICS

Consulting with a computer: New frontiers

(2020) Christopher Pearce et al.   Australian Journal of General Practice

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Algorithms on regulatory lockdown in medicine

(2019) Boris Babic et al.   SCIENCE

Questions for Artificial Intelligence in Health Care

(2018) Thomas M. Maddox et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Humanizing Artificial Intelligence

(2018) Sonoo Thadaney Israni et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Predicting readmission risk with institution-specific prediction models

(2015) Shipeng Yu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: a first-in-man study

(2013) Mark J Cook et al.   LANCET NEUROLOGY

Evaluating alert fatigue over time to EHR-based clinical trial alerts: findings from a randomized controlled study

(2012) P. J. Embi et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The patient and the computer in the primary care consultation

(2011) C. Pearce et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION