NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients
Year: 2025
Type: article
Language: en
Topic: Clinical Nutrition and Gastroenterology
Authors and affiliations:
raw_author_name: Mateen Jangda
raw_affiliation_strings: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Jayshil Patel
raw_affiliation_strings: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
raw_author_name: Akhil Vaid
raw_affiliation_strings: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Jaskirat Gill
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Paul McCarthy
raw_affiliation_strings: Division of Cardiovascular Critical Care, Department of Cardiovascular and Thoracic Surgery, West Virginia University, Morgantown, WV, USA
raw_author_name: Jacob Desman
raw_affiliation_strings: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Rohit Gupta
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Dhruv Patel
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Nidhi Kavi
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Shruti Bakare
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Eyal Klang
raw_affiliation_strings: Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Robert Freeman
raw_affiliation_strings: Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Anthony Manasia
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: John Oropello
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Lili Chan
raw_affiliation_strings: Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Mayte Suarez-Farinas
raw_affiliation_strings: Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Alexander W. Charney
raw_affiliation_strings: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Roopa Kohli-Seth
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Girish N. Nadkarni
raw_affiliation_strings: Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
raw_author_name: Ankit Sakhuja
raw_affiliation_strings: Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA. ankit.sakhuja@mssm.edu
Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA. ankit.sakhuja@mssm.edu
The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA. ankit.sakhuja@mssm.edu