AI and drug discovery
نویسندگان
چکیده
منابع مشابه
Ethnobotany, Ethnopharmacology and Drug Discovery
This manuscript is a review of a number of ethnobotany and ethnopharmacology texts and papers in order to arrive at current understanding and scope of ethnobotany and ethnopharmacology. It includes either a brief definition of both fields and presenting some examples on them. Also it has a glimpse on the geographical coverage of research works throughout the world, important issue of prope...
متن کاملethnobotany, ethnopharmacology and drug discovery
this manuscript is a review of a number of ethnobotany and ethnopharmacology texts and papers in order to arrive at current understanding and scope of ethnobotany and ethnopharmacology. it includes either a brief definition of both fields and presenting some examples on them. also it has a glimpse on the geographical coverage of research works throughout the world, important issue of property r...
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Artificial Intelligence researchers have long sought to understand and replicate processes of scientific discovery. This article discusses Discovery Informatics as an emerging area of research that builds on that tradition and applies principles of intelligent computing and information systems to understand, automate, improve, and innovate processes of scientific discovery.
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Generating molecules with desired chemical properties is important for drug discovery. The use of generative neural networks is promising for this task. However, from visual inspection, it often appears that generated samples lack diversity. In this paper, we quantify internal chemical diversity, and we raise the following challenge: can a nontrivial AI model reproduce natural chemical diversit...
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ژورنال
عنوان ژورنال: Proceedings for Annual Meeting of The Japanese Pharmacological Society
سال: 2019
ISSN: 2435-4953
DOI: 10.1254/jpssuppl.92.0_3-cs4-1