NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients

Mateen 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

doi:10.1038/s41467-025-66200-1

NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients

M Mateen Jangda J Jayshil Patel A Akhil Vaid J Jaskirat Gill P Paul McCarthy J Jacob Desman R Rohit Gupta D Dhruv Patel (InHealth Limited, InHealth Group HQ, High Wycombe, United Kingdom) N Nidhi Kavi S Shruti Bakare E Eyal Klang R Robert Freeman A Anthony Manasia J John Oropello L Lili Chan M Mayte Suarez-Farinas A Alexander W. Charney R Roopa Kohli-Seth G Girish N. Nadkarni A Ankit Sakhuja

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Article Details

Journal Nature Communications

Volume / Issue Vol. 16, Issue 1

Published December 17, 2025

DOI 10.1038/s41467-025-66200-1

ISSN 2041-1723

Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (20)

M

Mateen Jangda

J

Jayshil Patel

A

Akhil Vaid

J

Jaskirat Gill

P

Paul McCarthy

J

Jacob Desman

R

Rohit Gupta

D

Dhruv Patel

InHealth Limited, InHealth Group HQ, High Wycombe, United Kingdom

N

Nidhi Kavi

S

Shruti Bakare

E

Eyal Klang

R

Robert Freeman

A

Anthony Manasia

J

John Oropello

L

Lili Chan

M

Mayte Suarez-Farinas

A

Alexander W. Charney

R

Roopa Kohli-Seth

G

Girish N. Nadkarni

A

Ankit Sakhuja

NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients

Article Details

Journal Info

Authors (20)

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