[PDF][PDF] Machine learning techniques in drug discovery and development

R Manne - International Journal of Applied Research, 2021 - researchgate.net
The advancement and progress in technology and related techniques have created an
opportunity for progress in many scientific fields and various industries. Machine learning …

Emergence of drug discovery in machine learning

SN Roy, S Mishra, SM Yusof - Technical advancements of machine …, 2021 - Springer
The discovery of drugs and its pipelines formulation is tough, long, and depend on various
factors. Machine Learning comes as a savior to this field and supplies different tools and …

The next era: deep learning in pharmaceutical research

S Ekins - Pharmaceutical research, 2016 - Springer
Over the past decade we have witnessed the increasing sophistication of machine learning
algorithms applied in daily use from internet searches, voice recognition, social network …

[HTML][HTML] The rise of deep learning in drug discovery

H Chen, O Engkvist, Y Wang, M Olivecrona… - Drug discovery today, 2018 - Elsevier
Highlights•Deep learning technology has gained remarkable success.•We highlight the
recent applications of deep learning in drug discovery research.•Some popular deep …

Revolutionizing drug discovery; transformative role of machine learning

M Siddiq - BULLET: Jurnal Multidisiplin Ilmu, 2022 - journal.mediapublikasi.id
The use of machine learning in drug discovery is examined in this review article along with
any potential advantages, difficulties, and prospective future developments. The article …

Survey of machine learning techniques in drug discovery

N Stephenson, E Shane, J Chase… - Current drug …, 2019 - ingentaconnect.com
Background: Drug discovery, which is the process of discovering new candidate
medications, is very important for pharmaceutical industries. At its current stage, discovering …

[HTML][HTML] Deep learning tools for advancing drug discovery and development

S Nag, ATK Baidya, A Mandal, AT Mathew, B Das… - 3 Biotech, 2022 - Springer
A few decades ago, drug discovery and development were limited to a bunch of medicinal
chemists working in a lab with enormous amount of testing, validations, and synthetic …

[HTML][HTML] Artificial intelligence and machine learning in drug discovery and development

V Patel, M Shah - Intelligent Medicine, 2022 - Elsevier
The current rise of artificial intelligence and machine learning has been significant. It has
reduced the human workload improved quality of life significantly. This article describes the …

[HTML][HTML] Applications of deep learning for drug discovery systems with bigdata

Y Matsuzaka, R Yashiro - BioMedInformatics, 2022 - mdpi.com
The adoption of “artificial intelligence (AI) in drug discovery”, where AI is used in the process
of pharmaceutical research and development, is progressing. By using the ability to process …

[HTML][HTML] Machine learning in drug discovery

G Klambauer, S Hochreiter… - Journal of chemical …, 2019 - ACS Publications
QSAR. Despite this long tradition, machine learning methods gained substantial momentum
recently triggered by the success of deep learning in many application areas. 1 A wide …