Identification of Novel Antibacterials Using Machine Learning Techniques

• मुख्य लेखकों: Yan A. Ivanenkov (लेखक), Alex Zhavoronkov (लेखक), Renat S. Yamidanov (लेखक), Ilya A. Osterman (लेखक), Petr V. Sergiev (लेखक), Vladimir A. Aladinskiy (लेखक), Anastasia V. Aladinskaya (लेखक), Victor A. Terentiev (लेखक), Mark S. Veselov (लेखक), Andrey A. Ayginin (लेखक), Victor G. Kartsev (लेखक), Dmitry A. Skvortsov (लेखक), Alexey V. Chemeris (लेखक), Alexey Kh. Baimiev (लेखक), Alina A. Sofronova (लेखक), Alexander S. Malyshev (लेखक), Gleb I. Filkov (लेखक), Dmitry S. Bezrukov (लेखक), Bogdan A. Zagribelnyy (लेखक), Evgeny O. Putin (लेखक), Maria M. Puchinina (लेखक), Olga A. Dontsova (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Frontiers Media S.A., 2019-08-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Many pharmaceutical companies are avoiding the development of novel antibacterials due to a range of rational reasons and the high risk of failure. However, there is an urgent need for novel antibiotics especially against resistant bacterial strains. Available in silico models suffer from many drawb...