Nguyen, K. - Southwestern Medical Center, The University of Texas

基本信息

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Bio

Kevin P. Nguyen received the BS degree in biomedical engineering from Yale University. He is currently enrolled in the Medical Scientist Training Program with UT Southwestern, working toward both the MD and PhD degrees in biomedical engineering. His interests include the development of deep learning techniques to improve interpretability and performance on medical applications, especially in neuroradiology.

Research Interests

Papers共 54 篇Author StatisticsCo-AuthorSimilar Experts

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Predicting Parkinson's Disease Trajectory Using Clinical and Functional MRI Features: a Reproduction and Replication Study

Elodie Germani, Nikhil Baghwat,Mathieu Dugré,Rémi Gau,Albert Montillo,Kevin Nguyen,Andrzej Sokolowski,Madeleine Sharp,Jean-Baptiste Poline,Tristan Glatard

CoRR (2024)

Cited0Views0EIWOSBibtex

Longitudinal Prognosis of Parkinsons Outcomes Using Causal Connectivity

Cooper J. Mellema,Kevin P. Nguyen,Alex Treacher, Aixa X. Andrade,Nader Pouratian,Vibhash D. Sharma,Padraig O'Suileabhain,Albert A. Montillo

NEUROIMAGE-CLINICAL (2024)

Cited0Views0WOSBibtex

A Multiparametric Flow Cytometry Assay to Monitor Regeneration of B-cells Following Anti B-cell Therapy in Cancer and Autoimmune Patients

Amit Kumar Mehta,Ruby Tandon,Anil Pahuja,Jane Gao,Kevin Nguyen,Naveen Dakappagari,Zeni Alfonso

CANCER RESEARCHno. 6 (2024)

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Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (Non-Iid) Data

Kevin P. Nguyen,Alex H. Treacher,Albert A. Montillo

IEEE Transactions on Pattern Analysis and Machine Intelligenceno. 7 (2023): 8081-8093

Cited1Views0EIWOSBibtex

Characteristics and Genomic Epidemiology of Colistin-Resistant Enterobacterales from Farmers, Swine, and Hospitalized Patients in Thailand, 2014–2017

Adhiratha Boonyasiri,Lauren M. Brinkac,Elita Jauneikaite,Richard C. White,Chris Greco,Chakkraphong Seenama,Teerawit Tangkoskul,Kevin Nguyen,Derrick E. Fouts,Visanu Thamlikitkul

BMC infectious diseases（2023）

Cited1Views0WOSBibtex

Analytical Assay Validation for Acute Myeloid Leukemia Measurable Residual Disease Assessment by Multiparametric Flow Cytometry

Jesse M. Tettero,Naveen Dakappagari,Maaike E. Heidinga,Yvonne Oussoren-Brockhoff,Diana Hanekamp,Anil Pahuja,Kerri Burns,Pavinder Kaur,Zeni Alfonso,Vincent H. J. van Der Velden,Jeroen G. te Marvelde,Willemijn Hobo,Jennichjen Slomp,Costa Bachas,Angele Kelder,Kevin Nguyen,Jacqueline Cloos

CYTOMETRY PART B-CLINICAL CYTOMETRYno. 6 (2023): 426-439

Cited3Views0WOSBibtex

UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data

Alex Treacher,Kevin Nguyen, Dylan Owens, Daniel Heitjan,Albert Montillo

CoRR (2022)

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Reproducible Neuroimaging Features for Diagnosis of Autism Spectrum Disorder with Machine Learning

Cooper J. Mellema,Kevin P. Nguyen,Alex Treacher,Albert Montillo

Scientific reportsno. 1 (2022): 3057-3057

Cited7Views0WOSNATUREBibtex

Esophageal food bolus obstruction: Natural history, management, and outcomes

A. Morgan,A. Bloom,J. Abdelmalak,B. Sarraf,M. Suen,K. Britto,K. Nguyen,N. Truong,M. Lai,T. Long, Q. T. Chen, I. Cavalieri, D. Abeywickrama, A. Doran,A. Nguyen,M. Robertson

JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY（2022）

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