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Comparison of Deep Learning With Multiple Machine Learning Methods and Metrics Using Diverse Drug Discovery Data Sets.
Korotcov, Alexandru; Tkachenko, Valery; Russo, Daniel P; Ekins, Sean.
Affiliation
  • Korotcov A; Science Data Software, LLC , 14914 Bradwill Court, Rockville, Maryland 20850, United States.
  • Tkachenko V; Science Data Software, LLC , 14914 Bradwill Court, Rockville, Maryland 20850, United States.
  • Russo DP; Collaborations Pharmaceuticals, Inc. , 840 Main Campus Drive, Lab 3510, Raleigh, North Carolina 27606, United States.
  • Ekins S; The Rutgers Center for Computational and Integrative Biology , Camden, New Jersey 08102, United States.
Mol Pharm ; 14(12): 4462-4475, 2017 12 04.
Article in En | MEDLINE | ID: mdl-29096442
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer / Drug Discovery / Machine Learning Type of study: Prognostic_studies Language: En Journal: Mol Pharm Journal subject: BIOLOGIA MOLECULAR / FARMACIA / FARMACOLOGIA Year: 2017 Document type: Article Affiliation country: Estados Unidos
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer / Drug Discovery / Machine Learning Type of study: Prognostic_studies Language: En Journal: Mol Pharm Journal subject: BIOLOGIA MOLECULAR / FARMACIA / FARMACOLOGIA Year: 2017 Document type: Article Affiliation country: Estados Unidos