Keith Feldman

According to our database, Keith Feldman authored at least 16 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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.

Vincent S. Staggs, Keith Feldman

Commun. Stat. Simul. Comput., October, 2023

Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories.

Steven J. Krieg, Nitesh V. Chawla, Keith Feldman

CoRR, 2023

2022

Will Apple devices' passive atrial fibrillation detection prevent strokes? Estimating the proportion of high-risk actionable patients with real-world user data.

Keith Feldman, Ray G. Duncan, An Nguyen, Galen Cook-Wiens, Yaron Elad, Teryl Nuckols, Joshua M. Pevnick

J. Am. Medical Informatics Assoc., 2022

2021

Examining Response to Negative Life Events Through Fitness Tracker Data.

Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla

Frontiers Digit. Health, 2021

2020

Deviations from normal bedtimes are associated with short-term increases in resting heart rate.

Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla

npj Digit. Medicine, 2020

2019

Outside the Hospital Walls: Associations of Value Based Care Metrics and Community Health Factors.

Catherine Markley, Keith Feldman, Nitesh V. Chawla

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

TIQS: Targeted Iterative Question Selection for Health Interventions.

Keith Feldman, Spyros Kotoulas, Nitesh V. Chawla

J. Heal. Informatics Res., 2018

The State of Data in Healthcare: Path Towards Standardization.

Keith Feldman, Reid A. Johnson, Nitesh V. Chawla

J. Heal. Informatics Res., 2018

Leveraging health and wellness platforms to understand childhood obesity: A usability pilot of FitSpace.

Keith Feldman, Mayra Duarte, Waldo Mikels-Carrasco, Nitesh V. Chawla

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Predicting Chronic Heart Failure Using Diagnoses Graphs.

Saurabh Nagrecha, Pamela Bilo Thomas, Keith Feldman, Nitesh V. Chawla

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

Mining the Clinical Narrative: All Text are Not Equal.

Keith Feldman, Nicholas L. Hazekamp, Nitesh V. Chawla

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2015

Scaling and contextualizing personalized healthcare: A case study of disease prediction algorithm integration.

Keith Feldman, Darcy A. Davis, Nitesh V. Chawla

J. Biomed. Informatics, 2015

Does Medical School Training Relate to Practice? Evidence from Big Data.

Keith Feldman, Nitesh V. Chawla

Big Data, 2015

Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline.

Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015

2014

Admission duration model for infant treatment (ADMIT).

Keith Feldman, Nitesh V. Chawla

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

An integrated and digitized care framework for successful aging.

Dipanwita Dasgupta, Keith Feldman, Disha Waghray, W. A. Mikels-Carrasco, Patty Willaert, Debra A. Raybold, Nitesh V. Chawla

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014