Concepedia

Joseph Futoma

JF

19

Publications

1.3K

Citations

14

H-Index

2015

Active since

Affiliations

Duke University(Current)

Duke Institute for Health Innovation

Harvard University Press

Harvard University

Data & Society Research Institute

Joseph Futoma is an author at Duke University specializing in medicine, health informatics, and machine learning.

Top concepts

MedicineMachine LearningHealth InformaticsEngineeringData ScienceEmergency MedicinePredictive AnalyticsSepsisDeep LearningPublic Health

Publications per year

2015–2022

19

Publications

19

A comparison of models for predicting early hospital readmissions

Joseph Futoma, Jonathan D. Morris, Joseph E. Lucas · Journal of Biomedical Informatics · 2015 · 280 citations · Full text

Machine Learning, Hospital Medicine, Early Hospital Readmissions +21

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Mark Sendak, William Ratliff, Dina Sarro et al. · JMIR Medical Informatics · 2019 · 197 citations · Full text

"The human body is a black box"

Mark Sendak, Madeleine Clare Elish, Michael Gao et al. · 2020 · 162 citations · Full text

Machine Learning, Machine Learning Tool, Human Condition +24

Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission

Nathan Brajer, Brian Cozzi, Michael Gao et al. · JAMA Network Open · 2020 · 133 citations · Full text

Machine learning for early detection of sepsis: an internal and temporal validation study

Armando Bedoya, Joseph Futoma, Meredith E. Clement et al. · JAMIA Open · 2020 · 99 citations · Full text

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