I am a transplant hepatologist and gastroenterologist at West Haven VA Medical Center and an instructor of Medicine at Yale School of Medicine.

Prof. (Dr.) Shiv Kumar Sarin, MD, DM, D.Sc. (Hony.), FNA, FNAS<br> Senior Professor, Hepatology, <br> Chancellor, Institute of Liver and Biliary Sciences, &<br> Director, Institute of Liver and Biliary Sciences<br><br>Prof Shiv Kumar Sarin is the Senior Professor, Hepatology, Chancellor, and Director, Institute of Liver and Biliary Sciences (ILBS), New Delhi. He was instrumental in setting up the Institute of Liver and Biliary Sciences, under the auspices of the Govt of Delhi.

Interventional hepatologist at the Liver Unit of Hospital Clinic Barcelona, specialized in the management of portal hypertension in cirrhosis and vascular liver diseases and performance of liver catheterization (including TIPS).

I am an academic hepatologist at Weill Cornell Medical Center. I am a clinical researcher currently funded by an NIH KL-2 award. My research attempts to model the transition of decompensation using wearable-derived biometrics, with my current projects focused on the mapping of sleep changes found in cirrhosis during progression to encephalopathy. My clinical practice focuses on the treatment of general liver disorders including cirrhosis, viral hepatitis, alcohol-associated liver disease and metabolic liver disease.

Vikram Raghu, MD, MS, is an Assistant Professor of Pediatrics at the University of Pittsburgh and a pediatric gastroenterologist and hepatologist at UPMC Children's Hospital of Pittsburgh. His research focuses on data-driven decision-making and health economic modeling in pediatric intestinal failure and transplantation. He is a co-investigator on the FDA-funded R01 supporting the International Intestinal Failure Registry and has served on its steering committee since 2018. Dr.

Prof. Shira Zelber-Sagi. <br>School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel<br>Department of Gastroenterology, Tel-Aviv Medical Center, Tel-Aviv. <br><br>Prof. Zelber-Sagi is a clinical dietitian, Epidemiologist, and researcher in nutritional and lifestyle epidemiology, chronic diseases related to lifestyle, and public health aspects. Graduated with a BSc in nutrition sciences at the Hebrew University. Graduated with a Ph.D.

Dr. Lai is a hepatologist who holds the Endowed Professorship of Liver Health & Transplantation at the University of California, San Francisco (UCSF).

Dr. Bishoi Aziz is an internal medicine resident at Western Ontario University and a PhD researcher. Dr. Aziz is interested in studying the clinical applications of machine learning in gastroenterology and hepatology. He hopes to bridge the gap between ML technology and medicine to leverage the ML potential to enhance clinical outcomes.

Danielle M. Tholey, MD is a Transplant Hepatologist and assistant professor at Thomas Jefferson University at the Sidney Kimmel Medical College. Currently, Dr. Tholey serves as the Program Director of Jefferson's Transplant Hepatology fellowship and medical director of the Live Donor Liver Transplant program. She is passionate about medical education and is also a course instructor at the Sidney Kimmel Medical College. Her clinical and research interests include living donor liver transplantation, post liver transplant outcomes, liver diseases of pregnancy and global health.

Associate Professor, UNMC Department of Surgery, Division of Transplant Surgery.