A Drug Decision Support System for Developing a Successful Drug Candidate Using Machine Learning Techniques


Onay A., Onay M.

CURRENT COMPUTER-AIDED DRUG DESIGN, cilt.16, sa.4, ss.407-419, 2020 (SCI İndekslerine Giren Dergi) identifier identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 16 Konu: 4
  • Basım Tarihi: 2020
  • Doi Numarası: 10.2174/1573409915666190716143601
  • Dergi Adı: CURRENT COMPUTER-AIDED DRUG DESIGN
  • Sayfa Sayıları: ss.407-419

Özet

Background: Virtual screening of candidate drug molecules using machine learning techniques plays a key role in pharmaceutical industry to design and discovery of new drugs. Computational classification methods can determine drug types according to the disease groups and distinguish approved drugs from withdrawn ones.