Drug target, class level, and PathFX pathway information share utility for machine learning prediction of common drug-induced side effects

• المؤلفون الرئيسيون: Han Jie Liu (مؤلف), Jennifer L. Wilson (مؤلف)
• التنسيق: كتاب
• منشور في: Frontiers Media S.A., 2023-11-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

Introduction: Development of drugs often fails due to toxicity and intolerable side effects. Recent advancements in the scientific community have rendered it possible to leverage machine learning techniques to predict individual side effects with domain knowledge features (i.e., drug classification)...