Nutritional and lifestyle predictors of rectal bleeding in functional constipation: A machine learning approach.

Journal: International journal of medical informatics
Published Date: Sep 1, 2025

Abstract

BACKGROUND: Rectal bleeding among young adults is an increasingly common clinical concern often linked with chronic constipation and unhealthy lifestyle habits. Early identification of at-risk individuals through machine learning models-based approach may help in prevention and targeted intervention.

Authors

  • Joyeta Ghosh
    Department of Dietetics and Applied Nutrition, Amity Institute of Applied Sciences (AIAS), Amity University - Kolkata Campus, Major Arterial Road, Action Area II, Kadampukur Village, Rajarhat, Newtown, Kolkata, West Bengal 700135, India.
  • Jyoti Taneja
    Department of Zoology, Daulat Ram College, University of Delhi, Delhi 110007, India.
  • Ravi Kant
    Medical Biotechnology Laboratory, Dr. B. R. Ambedkar Center for Biomedical Research, University of Delhi, Delhi, India.

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