Inferring Compound Similarity: A Clustering Approach in Drug Discovery

Drug discovery and development rely heavily on the systematic process of finding and altering chemical structures to achieve diverse biological activities for specific diseases. The primary goal of drug discovery is to find novel chemicals with medicinal promise. From a pool of millions of molecules...

Celý popis

Podrobná bibliografia

Vydané v:	2024 1st International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU) s. 1 - 6
Hlavní autori:	Palli, Parimala, Mishra, Satyasis, Rao, P. Srinivasa
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.03.2024
Predmet:	Agglomerative Hierarchical Clustering Algorithm Clustering algorithms Drugs K-Means Clustering Algorithm Lead Machine Learning Machine learning algorithms SMILES Supervised Learning Systematics Task analysis Ubiquitous computing UnSupervised Learning
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!