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Vikas Kumar
Vikas Kumar
Vice President, Machine Learning; Exactech Inc; PhD, University of Minnesota
在 exac.com 的电子邮件经过验证 - 首页
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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
1472015
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
1352014
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
882020
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
642020
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
622021
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
602020
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
292022
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
192022
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
162021
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
102021
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
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
72021
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
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 33 (4), 888-899, 2024
32024
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
Impact of Deltoid Computer Tomography Image Data on the Accuracy of Machine Learning Predictions of Clinical Outcomes after Anatomic and Reverse Total Shoulder Arthroplasty
H Rajabzadeh-Oghaz, V Kumar, DB Berry, A Singh, BS Schoch, ...
Journal of Clinical Medicine 13 (5), 1273, 2024
22024
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