Presenting Machine Learning Model Information to Clinical End Users with Model Facts Labels
Npj Digital Medicine 3, no. 1 (March 23, 2020): 41
Journal Articles
Scientific and research articles published by DIHI.
Read More »
Feasibility of Heart Sound Analysis in Individuals Supported with Left Ventricular Assist Devices
ArXiv:2002.12305 [Eess], February 27, 2020.
Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission
JAMA Network Open 3, no. 2 (February 7, 2020): e1920733.
Assessing Quality of Surgical Real-World Data from an Automated Electronic Health Record Pipeline
Journal of the American College of Surgeons, January 2020, S1072751520300612.
The Human Body Is a Black Box’: Supporting Clinical Decision-Making with Deep Learning
ArXiv:1911.08089 [Cs], November 18, 2019.
Assessing Quality of Real-World Data Supplied by an Automated Surgical Data Pipeline
Journal of the American College of Surgeons 229, no. 4 (October 25, 2019): S89.
Do no harm: a roadmap for responsible machine learning for health care
Nature Medicine 25, no. 10 (October 2019): 1627.
Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality
MedRxiv, June 26, 2019, 19000133.
1185-P: Predictive Model for Hyperglycemic Events after High Dose Corticosteroid Administration
Diabetes 68, no. Supplement 1 (June 1, 2019): 1185-P.