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Liver diseases are a global health concern, and early diagnosis is crucial for effective treatment. While traditional liver-function laboratory tests provide valuable information, they may not say much about any emerging or underlying illnesses. In this study, we explore the efficacy of machine learning algorithms in predicting the risk of liver disease using the Indian Liver Patient Dataset. This could help patients concerned opt for timely and effective treatment.

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Early Diagnosis of Liver Disease Using Machine Learning Techniques

  • 会议论文

  • 发表日期：

    2025年

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  • Nagaratna P. Hegde,
  • Sireesha Vikkurty,
  • Vinay Kumar Sriperambuduri,
  • Sruthi Gogune,
  • Palabatla Anish,
  • Praneeth Thanneru

摘要

Liver diseases are a global health concern, and early diagnosis is crucial for effective treatment. While traditional liver-function laboratory tests provide valuable information, they may not say much about any emerging or underlying illnesses. In this study, we explore the efficacy of machine learning algorithms in predicting the risk of liver disease using the Indian Liver Patient Dataset. This could help patients concerned opt for timely and effective treatment.