TECHNOLOGY AND CODE
Published on 18 Dec 2020
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
doi 10.3389/fphar.2020.565644
- 26,374 views
- 411 citations
- Frontiers in Pharmacology
- Experimental Pharmacology and Drug Discovery
- Research Topics
- Artificial intelligence for Drug Discovery and Development
Artificial intelligence for Drug Discovery and Development
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Articles
PERSPECTIVE
Published on 30 Jun 2020
Accelerating Therapeutics for Opportunities in Medicine: A Paradigm Shift in Drug Discovery
doi 10.3389/fphar.2020.00770
- 13,363 views
- 77 citations
ORIGINAL RESEARCH
Published on 21 May 2020
Dual Transcriptomic and Molecular Machine Learning Predicts all Major Clinical Forms of Drug Cardiotoxicity
doi 10.3389/fphar.2020.00639
- 6,367 views
- 22 citations
ORIGINAL RESEARCH
Published on 17 Apr 2020
Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders
doi 10.3389/fphar.2020.00269
- 12,652 views
- 32 citations
ORIGINAL RESEARCH
Published on 28 Feb 2020
EXP2SL: A Machine Learning Framework for Cell-Line-Specific Synthetic Lethality Prediction
doi 10.3389/fphar.2020.00112
- 8,246 views
- 23 citations
ORIGINAL RESEARCH
Published on 25 Feb 2020
Predicting or Pretending: Artificial Intelligence for Protein-Ligand Interactions Lack of Sufficiently Large and Unbiased Datasets
doi 10.3389/fphar.2020.00069
- 16,538 views
- 95 citations
ORIGINAL RESEARCH
Published on 19 Feb 2020
Applying Machine Learning to Ultrafast Shape Recognition in Ligand-Based Virtual Screening
doi 10.3389/fphar.2019.01675
- 6,159 views
- 17 citations
ORIGINAL RESEARCH
Published on 31 Jan 2020
Patient-Level Effectiveness Prediction Modeling for Glioblastoma Using Classification Trees
doi 10.3389/fphar.2019.01665
- 2,575 views
- 4 citations
METHODS
Published on 30 Jan 2020
Deep Learning Based Drug Metabolites Prediction
doi 10.3389/fphar.2019.01586
- 8,909 views
- 26 citations
METHODS
Published on 28 Jan 2020
A Novel Approach for Drug-Target Interactions Prediction Based on Multimodal Deep Autoencoder
doi 10.3389/fphar.2019.01592
- 8,512 views
- 36 citations
ORIGINAL RESEARCH
Published on 28 Jan 2020
Capsule Networks Showed Excellent Performance in the Classification of hERG Blockers/Nonblockers
doi 10.3389/fphar.2019.01631
- 15,033 views
- 37 citations
ORIGINAL RESEARCH
Published on 15 Jan 2020
DeepMalaria: Artificial Intelligence Driven Discovery of Potent Antiplasmodials
doi 10.3389/fphar.2019.01526
- 11,525 views
- 53 citations
Published in
Frontiers in Pharmacology
- Experimental Pharmacology and Drug Discovery
- Pharmacogenetics and Pharmacogenomics
- Translational Pharmacology
Participating Journals
Frontiers in Genetics
- 2.8 impact factor
- 5.5 citescore
Impact
- 215kTopic views
- 163kArticle views
- 39kArticle downloads