Predicting anti-SARS-CoV-2 activities of chemical compounds using machine learning models

To accelerate the discovery of novel drug candidates for Coronavirus Disease 2019 (COVID-19) therapeutics, we reported a series of machine learning (ML)-based models to accurately predict the anti-SARS-CoV-2 activities of screening compounds. We explored 6 popular ML algorithms in combination with 1...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Beihong Ji, Yuhui Wu, Elena N. Thomas, Jocelyn N. Edwards, Xibing He, Junmei Wang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2023-12-01
Цуврал:	Artificial Intelligence Chemistry
Нөхцлүүд:	COVID-19 Machine Learning In Silico Screening Antiviral Compounds SHAP Analysis Attentive FP
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2949747723000295
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!