Keith Feldman

20 papers C 1Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Performance to Purpose: A Sociotechnical Taxonomy for Evaluating Large Language Model Utility.
CoRR
Gavin Levinson, Keith Feldman
2024 — conf
Representing Outcome-Driven Higher-Order Dependencies in Graphs of Disease Trajectories.
ICHI
Steven J. Krieg, Nitesh V. Chawla, Keith Feldman
2024 J jnl
Utilization of geospatial distribution in the measurement of study cohort representativeness.
J. Biomed. Informatics
Keith Feldman, Natalie J. Kane, Stacey Daniels-Young, Bruce Reed, Jessica Welch, Lauren Fitzpatrick, Mark A. Hoffman, Andrea Bradley-Ewing, Elin Grundberg
2023 J jnl
Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories.
CoRR
Steven J. Krieg, Nitesh V. Chawla, Keith Feldman
2023 J jnl
Use of between-within degrees of freedom as an alternative to the Kenward-Roger method for small-sample inference in generalized linear mixed modeling of clustered count data.
Commun. Stat. Simul. Comput.
Vincent S. Staggs, Keith Feldman
2022 J jnl
Will Apple devices' passive atrial fibrillation detection prevent strokes? Estimating the proportion of high-risk actionable patients with real-world user data.
J. Am. Medical Informatics Assoc.
Keith Feldman, Ray G. Duncan, An Nguyen, Galen Cook-Wiens, Yaron Elad, Teryl Nuckols, Joshua M. Pevnick
2021 J jnl
Examining Response to Negative Life Events Through Fitness Tracker Data.
Frontiers Digit. Health
Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla
2020 J jnl
Deviations from normal bedtimes are associated with short-term increases in resting heart rate.
npj Digit. Medicine
Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla
2019 — conf
Outside the Hospital Walls: Associations of Value Based Care Metrics and Community Health Factors.
BHI
Catherine Markley, Keith Feldman, Nitesh V. Chawla
2018 — conf
Leveraging health and wellness platforms to understand childhood obesity: A usability pilot of FitSpace.
BHI
Keith Feldman, Mayra Duarte, Waldo Mikels-Carrasco, Nitesh V. Chawla
2018 J jnl
TIQS: Targeted Iterative Question Selection for Health Interventions.
J. Heal. Informatics Res.
Keith Feldman, Spyros Kotoulas, Nitesh V. Chawla
2018 J jnl
The State of Data in Healthcare: Path Towards Standardization.
J. Heal. Informatics Res.
Keith Feldman, Reid A. Johnson, Nitesh V. Chawla
2017 J jnl
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.
CoRR
Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla
2017 C conf
Predicting Chronic Heart Failure Using Diagnoses Graphs.
CD-MAKE
Saurabh Nagrecha, Pamela Bilo Thomas, Keith Feldman, Nitesh V. Chawla
2016 — conf
Mining the Clinical Narrative: All Text are Not Equal.
ICHI
Keith Feldman, Nicholas L. Hazekamp, Nitesh V. Chawla
2015 — conf
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.
BIRS-IMLKE
Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla
2015 J jnl
Does Medical School Training Relate to Practice? Evidence from Big Data.
Big Data
Keith Feldman, Nitesh V. Chawla
2015 J jnl
Scaling and contextualizing personalized healthcare: A case study of disease prediction algorithm integration.
J. Biomed. Informatics
Keith Feldman, Darcy A. Davis, Nitesh V. Chawla
2014 — conf
Admission duration model for infant treatment (ADMIT).
BIBM
Keith Feldman, Nitesh V. Chawla
2014 — conf
An integrated and digitized care framework for successful aging.
BHI
Dipanwita Dasgupta, Keith Feldman, Disha Waghray, W. A. Mikels-Carrasco, Patty Willaert, Debra A. Raybold, Nitesh V. Chawla