Personalized Fluid Management in Patients With Sepsis and Acute Kidney Injury: A Causal Machine Learning Approach
Year: 2025
Type: article
Language: en
Topic: Acute Kidney Injury Research
Authors and affiliations:
raw_author_name: Wonsuk Oh
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Kullaya Takkavatakarn
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Division of Nephrology, Department of Medicine, King Chulalongkorn Memorial Hospital, Chulalongkorn University, Bangkok, Thailand
raw_author_name: Zainab Al-taie
raw_affiliation_strings: Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Hannah Kittrell
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Khaled Shawwa
raw_affiliation_strings: Division of Nephrology, Department of Medicine, West Virginia University, Morgantown, WV
raw_author_name: Hernando Gomez
raw_affiliation_strings: Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
raw_author_name: Ashwin S. Sawant
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Division of Hospital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Pranai Tandon
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Gagan Kumar
raw_affiliation_strings: Department of Pulmonary and Critical Care Medicine, Northeast Georgia Medical Center, Gainesville, GA
Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Michael Sterling
raw_affiliation_strings: Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA
Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Ira Hofer
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Lili Chan
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: John Oropello
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Roopa Kohli-Seth
raw_affiliation_strings: Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Alexander W. Charney
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Monica Kraft
raw_affiliation_strings: Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Patricia Kovatch
raw_affiliation_strings: Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Mayte Suárez-Fariñas
raw_affiliation_strings: Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: John A. Kellum
raw_affiliation_strings: Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
raw_author_name: Girish N. Nadkarni
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY
raw_author_name: Ankit Sakhuja
raw_affiliation_strings: Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
The Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY
Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY