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D

Dhruv Patel

Icahn School of Medicine at Mount Sinai

12H-index
61Paper Count
545Citation Count
Published Papers 9
Publication Date
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NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients
errNature Communications
IF15.7
err2025-12-17
err0
errOAAI
errMateen Jangda; Jayshil Patel; Akhil Vaid; Jaskirat Gill; Paul McCarthy; Jacob Desman; Rohit Gupta; Dhruv Patel; Nidhi Kavi; Shruti Bakare; Eyal Klang; Robert Freeman; Anthony Manasia; John Oropello; Lili Chan; Mayte Suarez-Farinas; Alexander W. Charney; Roopa Kohli-Seth; Girish N. Nadkarni; Ankit Sakhuja
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errSave
The COVID-19 Tracheostomy Experience at a Large Academic Medical Center in New York during the First Year
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2024-04-07
err0
errOAAI
errPatel, Dhruv; Devivo, Anthony; Leibner, Evan; Shittu, Atinuke; Govindarajulu, Usha; Tandon, Pranai; Lee, David; Owen, Randall; Fernandez-Ranvier, Gustavo; Hiensch, Robert; Marin, Michael; Kohli-Seth, Roopa; Bassily-Marcus, Adel
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errSave
Variationally mimetic operator networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err5
errOAAI
errPatel, Dhruv; Ray, Deep; Abdelmalik, Michael R. A.; Hughes, Thomas J. R.; Oberai, Assad A.
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errSave
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err3
errOAAI
errDasgupta, Agnimitra; Patel, Dhruv V.; Ray, Deep; Johnson, Erik A.; Oberai, Assad A.
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errSave
Solution of physics-based Bayesian inverse problems with deep generative priors
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-10-01
err19
errOAAI
errPatel, Dhruv, V; Ray, Deep; Oberai, Assad A.
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errSave
Probabilistic medical image imputation via deep adversarial learning
errENGINEERING WITH COMPUTERS
IF4.9
err2022-08-03
err3
PREAI
errRaad, Ragheb; Patel, Dhruv; Hsu, Chiao-Chih; Kothapalli, Vijay; Ray, Deep; Varghese, Bino; Hwang, Darryl; Gill, Inderbir; Duddalwar, Vinay; Oberai, Assad A.
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TRANSCRIPTIONAL SIGNATURES OF BLOOD OUTGROWTH ENDOTHELIAL CELLS FROM PATIENTS WITH PULMONARY ARTERIOVENOUS MALFORMATIONS AND HEREDITARY HAEMORRHAGIC TELANGIECTASIA
errTHORAX
IF7.7
err2021-11-08
err0
errOAAI
errHerrero, M. E. Bernabeu; Bielowka, A.; Patel, D.; Srikaran, S.; Guerrero, P. Chaves; Noseda, M.; Aldred, M. A.; Shovlin, C. L.
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errSave
Machine learning based predictors for COVID-19 disease severity
errSCIENTIFIC REPORTS
IF3.9
err2021-02-25
err54
errOAAI
errPatel, Dhruv; Kher, Vikram; Desai, Bhushan; Lei, Xiaomeng; Cen, Steven; Nanda, Neha; Gholamrezanezhad, Ali; Duddalwar, Vinay; Varghese, Bino; Oberai, Assad A.
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errSave
Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2019-08-01
err30
PREAI
errPatel, Dhruv; Tibrewala, Raghav; Vega, Adriana; Dong, Li; Hugenberg, Nicholas; Oberai, Assad A.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Thomas J.R. Hughes
H-index: 149 · Papers: 788
I
Inderbir S. Gill
H-index: 133 · Papers: 1.8K
G
Girish N. Nadkarni
H-index: 96 · Papers: 965
M
Mayte Suárez‐Fariñas
H-index: 82 · Papers: 422
A
Alexander W. Charney
H-index: 62 · Papers: 304
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