Publications Education Identity

Research Identifiers

ORCID iD: https://orcid.org/0000-0002-4981-9020

Education and qualifications (3)

University of New Mexico: Albuquerque, NM, US

2018-01-15 to 2022-12-18 | Ph.D. (Computer Science)
Education
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Department

Computer Science

Homepage URL

http://www.unm.edu/

Added

2019-09-26

Last modified

2024-05-03
Source: Praveen Kumar

University of New Mexico: Albuquerque, NM, US

2015-08-17 to 2017-12-16 | MS (Computer Science)
Education
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Department

Computer Science

Homepage URL

http://www.unm.edu/

Added

2019-09-26

Last modified

2019-09-26
Source: Praveen Kumar

Sardar Vallabhbhai National Institute of Technology Surat: Surat, Gujarat, IN

1999-08-16 to 2003-06-15 | Bachelor of Engineering (Computer Engineering)
Education
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Organization identifiers

Sardar Vallabhbhai National Institute of Technology Surat : Surat, Gujarat, IN

Department

Computer Engineering

Homepage URL

http://svnit.ac.in/

Added

2019-09-26

Last modified

2019-09-26
Source: Praveen Kumar

Detecting Undiagnosed Mental Health Conditions Using Positive and Unlabeled Learning: Identifying Uncoded Self-Harm in Veterans’ Electronic Health Records (Preprint)

2025-12-05 | Preprint
DOI: 10.2196/preprints.89071
Contributors: Praveen Kumar; Alexandria D. Viszolay; Rajesh Upadhayaya; Fariha Moomtaheen; Donald R. Greer (and 12 more)
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Homepage URL

https://doi.org/10.2196/preprints.89071

Contributors

Praveen Kumar (Author)
Alexandria D. Viszolay (Author)
Rajesh Upadhayaya (Author)
Fariha Moomtaheen (Author)
Donald R. Greer (Author)
Cristian G. Bologa (Author)
Kristan A. Schneider (Author)
Sharon E. Davis (Author)
Michael E. Matheny (Author)
David van der Goes (Author)
Gerrardo Villarreal (Author)
Yiliang Zhu (Author)
Mauricio Tohen (Author)
Scott A. Malec (Author)
Jeremy J. Yang (Author)
Elliot M. Fielstein (Author)
Christophe Gerard Lambert (Author)

External identifiers

DOI: 10.2196/preprints.89071

Added

2025-12-08

Last modified

2025-12-08
Source: Validated source Crossref

Unsupervised Latent Pattern Analysis for Estimating Type 2 Diabetes Risk in Undiagnosed Populations

2025-10-12 | Conference paper
DOI: 10.1145/3765612.3767225
Contributors: Praveen Kumar; Vincent T. Metzger; Scott Alexander Malec
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Homepage URL

https://doi.org/10.1145/3765612.3767225

Contributors

Praveen Kumar (Author)
Vincent T. Metzger (Author)
Scott Alexander Malec (Author)

External identifiers

DOI: 10.1145/3765612.3767225

Added

2025-12-10

Last modified

2025-12-10
Source: Validated source Crossref

KG2ML: Integrating Knowledge Graphs and Positive Unlabeled Learning for Identifying Disease-Associated Genes

2025-03-17 | Preprint
DOI: 10.1101/2025.03.17.25323906
Contributors: Praveen Kumar; Vincent T. Metzger; Swastika T. Purushotham; Priyansh Kedia; Cristian G. Bologa (and 2 more)
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Homepage URL

https://doi.org/10.1101/2025.03.17.25323906

Contributors

Praveen Kumar (Author)
Vincent T. Metzger (Author)
Swastika T. Purushotham (Author)
Priyansh Kedia (Author)
Cristian G. Bologa (Author)
Christophe G. Lambert (Author)
Jeremy J. Yang (Author)

External identifiers

DOI: 10.1101/2025.03.17.25323906

Added

2025-03-20

Last modified

2025-10-23
Source: Validated source Crossref

Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning

IEEE Journal of Biomedical and Health Informatics
2025-02 | Journal article
DOI: 10.1109/JBHI.2024.3515805
Contributors: Praveen Kumar; Fariha Moomtaheen; Scott A. Malec; Jeremy J. Yang; Cristian G. Bologa (and 9 more)
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Homepage URL

https://doi.org/10.1109/JBHI.2024.3515805

Contributors

Praveen Kumar (Author)
Fariha Moomtaheen (Author)
Scott A. Malec (Author)
Jeremy J. Yang (Author)
Cristian G. Bologa (Author)
Kristan A Schneider (Author)
Yiliang Zhu (Author)
Mauricio Tohen (Author)
Gerardo Villarreal (Author)
Douglas J. Perkins (Author)
Elliot M. Fielstein (Author)
Sharon E. Davis (Author)
Michael E. Matheny (Author)
Christophe G. Lambert (Author)

External identifiers

DOI: 10.1109/JBHI.2024.3515805

Added

2024-12-11

Last modified

2025-02-10
Source: Validated source Crossref

Positive Unlabeled Learning Selected Not At Random (PULSNAR): class proportion estimation without the selected completely at random assumption

PeerJ Computer Science
2024-11-05 | Journal article
DOI: 10.7717/peerj-cs.2451
Contributors: Praveen Kumar; Christophe G. Lambert
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Homepage URL

https://doi.org/10.7717/peerj-cs.2451

Contributors

Praveen Kumar (Author)
Christophe G. Lambert (Author)

External identifiers

DOI: 10.7717/peerj-cs.2451

Added

2024-11-05

Last modified

2024-11-05
Source: Validated source Crossref

Autophagy dark genes: Can we find them with machine learning?

Natural Sciences
2023-07 | Journal article
DOI: 10.1002/ntls.20220067
Contributors: Mohsen Ranjbar; Jeremy J. Yang; Praveen Kumar; Daniel R. Byrd; Elaine L. Bearer (and 1 more)
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Homepage URL

https://doi.org/10.1002/ntls.20220067

Contributors

Mohsen Ranjbar (Author)
Jeremy J. Yang (Author)
Praveen Kumar (Author)
Daniel R. Byrd (Author)
Elaine L. Bearer (Author)
Tudor I. Oprea (Author)

External identifiers

DOI: 10.1002/ntls.20220067

Added

2023-05-01

Last modified

2023-07-05
Source: Validated source Crossref

Machine learning prediction and tau-based screening identifies potential Alzheimer’s disease genes relevant to immunity

Communications Biology
2022-02-11 | Journal article
DOI: 10.1038/s42003-022-03068-7
Contributors: Jessica Binder; Oleg Ursu; Cristian Bologa; Shanya Jiang; Nicole Maphis (and 8 more)
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Homepage URL

https://doi.org/10.1038/s42003-022-03068-7

Contributors

Jessica Binder (Author)
Oleg Ursu (Author)
Cristian Bologa (Author)
Shanya Jiang (Author)
Nicole Maphis (Author)
Somayeh Dadras (Author)
Devon Chisholm (Author)
Jason Weick (Author)
Orrin Myers (Author)
Praveen Kumar (Author)
Jeremy J. Yang (Author)
Kiran Bhaskar (Author)
Tudor I. Oprea (Author)

External identifiers

DOI: 10.1038/s42003-022-03068-7

Added

2022-08-29

Last modified

2022-10-23
Source: Validated source Crossref

Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study

JMIR Mental Health
2021-04-21 | Journal article
DOI: 10.2196/24522
Contributors: Anastasiya Nestsiarovich; Praveen Kumar; Nicolas Raymond Lauve; Nathaniel G Hurwitz; Aurélien J Mazurie (and 8 more)
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Homepage URL

https://doi.org/10.2196/24522

Contributors

Anastasiya Nestsiarovich (Author)
Praveen Kumar (Author)
Nicolas Raymond Lauve (Author)
Nathaniel G Hurwitz (Author)
Aurélien J Mazurie (Author)
Daniel C Cannon (Author)
Yiliang Zhu (Author)
Stuart James Nelson (Author)
Annette S Crisanti (Author)
Berit Kerner (Author)
Mauricio Tohen (Author)
Douglas J Perkins (Author)
Christophe Gerard Lambert (Author)

External identifiers

DOI: 10.2196/24522

Added

2022-08-29

Last modified

2022-08-29
Source: Validated source Crossref

Imputation and characterization of uncoded self-harm in major mental illness using machine learning

Journal of the American Medical Informatics Association
2020-01-01 | Journal article
DOI: 10.1093/jamia/ocz173
Contributors: Praveen Kumar; Anastasiya Nestsiarovich; Stuart J Nelson; Berit Kerner; Douglas J Perkins (and 1 more)
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Homepage URL

https://doi.org/10.1093/jamia/ocz173

Contributors

Praveen Kumar (Author)
Anastasiya Nestsiarovich (Author)
Stuart J Nelson (Author)
Berit Kerner (Author)
Douglas J Perkins (Author)
Christophe G Lambert (Author)

External identifiers

DOI: 10.1093/jamia/ocz173

Added

2022-08-29

Last modified

2022-08-29
Source: Validated source Crossref