Identification of four novel acute-on-chronic liver failure clusters with distinct clinical trajectories and mortality using machine learning methods.

Abstract

Authors

• Nipun Verma
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Pratibha Garg
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Arun Valsan
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Akash Roy
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Saurabh Mishra
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Parminder Kaur
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Sahaj Rathi
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Arka De
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Madhumita Premkumar
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Sunil Taneja
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Virendra Singh
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Radha K Dhiman
  Department of Hepatology Postgraduate Institute of Medical Education and Research Chandigarh India.
• Ajay K Duseja
  Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India.
• Patrick Kamath
  Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.

Keywords

External Resources