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Vikas Kumar
Vikas Kumar
Vice President, Machine Learning; Exactech Inc; PhD, University of Minnesota
Bestätigte E-Mail-Adresse bei exac.com - Startseite
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"I like to explore sometimes" Adapting to Dynamic User Novelty Preferences
K Kapoor, V Kumar, L Terveen, JA Konstan, P Schrater
Proceedings of the 9th ACM Conference on Recommender Systems, 19-26, 2015
1432015
Specialization, homophily, and gender in a social curation site: findings from pinterest
S Chang, V Kumar, E Gilbert, LG Terveen
Proceedings of the 17th ACM conference on Computer supported cooperative …, 2014
1292014
Fairness in Machine Learning for Healthcare
MA Ahmad, A Patel, C Eckert, V Kumar, A Teredesai
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
792020
Validation of a machine learning–derived clinical metric to quantify outcomes after total shoulder arthroplasty
C Roche, V Kumar, S Overman, R Simovitch, PH Flurin, T Wright, ...
Journal of Shoulder and Elbow Surgery 30 (10), 2211-2224, 2021
552021
What is the accuracy of three different machine learning techniques to predict clinical outcomes after shoulder arthroplasty?
V Kumar, C Roche, S Overman, R Simovitch, PH Flurin, T Wright, ...
Clinical Orthopaedics and Related Research®, 2020
532020
Using machine learning to predict clinical outcomes after shoulder arthroplasty with a minimal feature set
V Kumar, C Roche, S Overman, R Simovitch, PH Flurin, T Wright, ...
Journal of Shoulder and Elbow Surgery 30 (5), e225-e236, 2020
532020
Using machine learning to predict internal rotation after anatomic and reverse total shoulder arthroplasty
V Kumar, BS Schoch, C Allen, S Overman, A Teredesai, W Aibinder, ...
Journal of Shoulder and Elbow Surgery 31 (5), e234-e245, 2022
242022
Use of machine learning to assess the predictive value of 3 commonly used clinical measures to quantify outcomes after total shoulder arthroplasty
V Kumar, C Roche, S Overman, R Simovitch, PH Flurin, T Wright, ...
Seminars in Arthroplasty: JSES 31 (2), 263-271, 2021
142021
Development of a predictive model for a machine learning–derived shoulder arthroplasty clinical outcome score
V Kumar, C Allen, S Overman, A Teredesai, R Simovitch, PH Flurin, ...
Seminars in Arthroplasty: JSES 32 (2), 226-237, 2022
122022
Computerized system and method for determining and communicating media content to a user based on a physical location of the user
L Kennedy, V Kumar, DA Shamma
US Patent 10,142,396, 2018
102018
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
M Yuan, V Kumar, MA Ahmad, A Teredesai
AAAI Fall Symposium 2020; arXiv preprint arXiv:2102.03717;, 2020
92020
Software as a Medical Device: Regulating AI in Healthcare via Responsible AI
MA Ahmad, S Overman, C Allen, V Kumar, A Teredesai, C Eckert
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
62021
Machine Learning Approaches for Pressure Injury Prediction
MA Ahmad, B Larson, S Overman, V Kumar, J Xie, A Rossington, A Patel, ...
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 427-431, 2021
62021
A field study of related video recommendations: newest, most similar, or most relevant?
Y Zhong, TLS Menezes, V Kumar, Q Zhao, FM Harper
Proceedings of the 12th ACM Conference on Recommender Systems, 274-278, 2018
62018
" Where far can be close": Finding distant neighbors in recommender systems
V Kumar, D Jarratt, R Anand, JA Konstan, B Hecht
CEUR Workshop Proceedings 1405, 13-20, 2015
62015
Fairness in Healthcare AI
MA Ahmad, C Eckert, C Allen, V Kumar, J Hu, A Teredesai
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 554-555, 2021
42021
Adaptive city characteristics: How location familiarity changes what is regionally descriptive
V Kumar, S Bakhshi, L Kennedy, DA Shamma
Proceedings of the 25th Conference on User Modeling, Adaptation and …, 2017
42017
Interpretable Phenotyping for Electronic Health Records
C Allen, J Hu, V Kumar, MA Ahmad, A Teredesai
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 161-170, 2021
32021
Evaluating the Fairness and Accuracy of Machine Learning Based Predictions of Clinical Outcomes after Anatomic and Reverse Total Shoulder Arthroplasty
C Allen, V Kumar, J Elwell, S Overman, BS Schoch, W Aibinder, ...
Journal of Shoulder and Elbow Surgery, 2023
22023
fairMLHealth: Tools and tutorials for fairness evaluation in healthcare machine learning
C Allen, MA Ahmad, C Eckert, J Hu, V Kumar, A Teredesai
https://github.com/KenSciResearch/fairMLHealth, 2020
22020
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