Related references
Note: Only part of the references are listed.Bioactivity Comparison across Multiple Machine Learning Algorithms Using over 5000 Datasets for Drug Discovery
Thomas R. Lane et al.
MOLECULAR PHARMACEUTICS (2021)
The global burden of yellow fever
Katy A. M. Gaythorpe et al.
ELIFE (2021)
Emerging Pandemic Diseases: How We Got to COVID-19
David M. Morens et al.
CELL (2020)
Recent applications of deep learning and machine intelligence on in silico drug discovery: methods, tools and databases
Ahmet Sureyya Rifaioglu et al.
BRIEFINGS IN BIOINFORMATICS (2019)
Multiple Machine Learning Comparisons of HIV Cell-based and Reverse Transcriptase Data Sets
Kimberley M. Zorn et al.
MOLECULAR PHARMACEUTICS (2019)
Yellow fever virus is susceptible to sofosbuvir both in vitro and in vivo
Caroline S. de Freitas et al.
PLOS NEGLECTED TROPICAL DISEASES (2019)
Opportunities and challenges using artificial intelligence in ADME/Tox
Barun Bhhatarai et al.
NATURE MATERIALS (2019)
Broad-Spectrum Antiviral Agents: A Crucial Pandemic Tool
Amesh Adalja et al.
EXPERT REVIEW OF ANTI-INFECTIVE THERAPY (2019)
Deep learning enables rapid identification of potent DDR1 kinase inhibitors
Alex Zhavoronkov et al.
NATURE BIOTECHNOLOGY (2019)
Dataset's chemical diversity limits the generalizability of machine learning predictions
Marta Glavatskikh et al.
JOURNAL OF CHEMINFORMATICS (2019)
Applications of Deep-Learning in Exploiting Large-Scale and Heterogeneous Compound Data in Industrial Pharmaceutical Research
Laurianne David et al.
FRONTIERS IN PHARMACOLOGY (2019)
Discovery of potent HIV-1 non-nucleoside reverse transcriptase inhibitors by exploring the structure-activity relationship of solvent-exposed regions I
Dongwei Kang et al.
CHEMICAL BIOLOGY & DRUG DESIGN (2019)
The rise of deep learning in drug discovery
Hongming Chen et al.
DRUG DISCOVERY TODAY (2018)
Synthesis and Evaluation of N-Phenyl-3-sulfamoyl-benzamide Derivatives as Capsid Assembly Modulators Inhibiting Hepatitis B Virus (HBV)
Koen Vandyck et al.
JOURNAL OF MEDICINAL CHEMISTRY (2018)
Comparing and Validating Machine Learning Models for Mycobacterium tuberculosis Drug Discovery
Thomas Lane et al.
MOLECULAR PHARMACEUTICS (2018)
Comparing Multiple Machine Learning Algorithms and Metrics for Estrogen Receptor Binding Prediction
Daniel P. Russo et al.
MOLECULAR PHARMACEUTICS (2018)
Yellow fever outbreak in Brazil: the puzzle of rapid viral spread and challenges for immunisation
Cristina Possas et al.
MEMORIAS DO INSTITUTO OSWALDO CRUZ (2018)
Ezetimibe inhibits dengue virus infection in Huh-7 cells by blocking the cholesterol transporter Niemann-Pick C1-like 1 receptor
Juan Fidel Osuna-Ramos et al.
ANTIVIRAL RESEARCH (2018)
Anti-flavi: A Web Platform to Predict Inhibitors of Flaviviruses Using QSAR and Peptidomimetic Approaches
Akanksha Rajput et al.
FRONTIERS IN MICROBIOLOGY (2018)
The ChEMBL database in 2017
Anna Gaulton et al.
NUCLEIC ACIDS RESEARCH (2017)
Applications of computer-aided approaches in the development of hepatitis C antiviral agents
Aravindhan Ganesan et al.
EXPERT OPINION ON DRUG DISCOVERY (2017)
Comparison of Deep Learning With Multiple Machine Learning Methods and Metrics Using Diverse Drug Discovery Data Sets
Alexandru Korotcov et al.
MOLECULAR PHARMACEUTICS (2017)
Broad-spectrum agents for flaviviral infections: dengue, Zika and beyond
Veaceslav Boldescu et al.
NATURE REVIEWS DRUG DISCOVERY (2017)
Yellow fever from Angola and Congo: a storm gathers
Qanta A. Ahmed et al.
TROPICAL DOCTOR (2017)
Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
Eelke B. Lenselink et al.
JOURNAL OF CHEMINFORMATICS (2017)
Live Attenuated Yellow Fever 17D Vaccine: A Legacy Vaccine Still Controlling Outbreaks In Modern Day
Natalie D. Collins et al.
CURRENT INFECTIOUS DISEASE REPORTS (2017)
Consensus methods based on machine learning techniques for marine phytoplankton presence-absence prediction
M. Bourel et al.
ECOLOGICAL INFORMATICS (2017)
Predicting Mouse Liver Microsomal Stability with Pruned Machine Learning Models and Public Data
Alexander L. Perryman et al.
PHARMACEUTICAL RESEARCH (2016)
Innovation in the pharmaceutical industry: New estimates of R&D costs
Joseph A. DiMasi et al.
JOURNAL OF HEALTH ECONOMICS (2016)
Discovery of New Anti-Schistosomal Hits by Integration of QSAR-Based Virtual Screening and High Content Screening
Bruno J. Neves et al.
JOURNAL OF MEDICINAL CHEMISTRY (2016)
Yellow fever: the resurgence of a forgotten disease
Margaret Chan
LANCET (2016)
Discovery of Novel Hepatitis C Virus NS5B Polymerase Inhibitors by Combining Random Forest, Multiple e-Pharmacophore Modeling and Docking
Yu Wei et al.
PLOS ONE (2016)
QSAR based model for discriminating EGFR inhibitors and non-inhibitors using Random forest
Harinder Singh et al.
BIOLOGY DIRECT (2015)
Bayesian models trained with HTS data for predicting β-haematin inhibition and in vitro antimalarial activity
Kathryn J. Wicht et al.
BIOORGANIC & MEDICINAL CHEMISTRY (2015)
Fingerprint-based consensus virtual screening towards structurally new 5-HT6R ligands
Sabina Smusz et al.
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS (2015)
Open Source Bayesian Models. 1. Application to ADME/Tox and Drug Discovery Datasets
Alex M. Clark et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2015)
Open Source Bayesian Models. 2. Mining a Big Dataset To Create and Validate Models with ChEMBL
Alex M. Clark et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2015)
Data Warrior: An Open-Source Program For Chemistry Aware Data Visualization And Analysis
Thomas Sander et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2015)
Machine Learning Models and Pathway Genome Data Base for Trypanosoma cruzi Drug Discovery
Sean Ekins et al.
PLOS NEGLECTED TROPICAL DISEASES (2015)
BCX4430, a Novel Nucleoside Analog, Effectively Treats Yellow Fever in a Hamster Model
Justin G. Julander et al.
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY (2014)
Pyridinyl imidazole inhibitors of p38 MAP kinase impair viral entry and reduce cytokine induction by Zaire ebolavirus in human dendritic cells
Joshua C. Johnson et al.
ANTIVIRAL RESEARCH (2014)
Ezetimibe blocks hepatitis B virus infection after virus uptake into hepatocytes
Julie Lucifora et al.
ANTIVIRAL RESEARCH (2013)
Inhibitors for the hepatitis C virus RNA polymerase explored by SAR with advanced machine learning methods
Iwona E. Weidlich et al.
BIOORGANIC & MEDICINAL CHEMISTRY (2013)
Bayesian Models Leveraging Bioactivity and Cytotoxicity Information for Drug Discovery
Sean Ekins et al.
CHEMISTRY & BIOLOGY (2013)
Impact of high-throughput screening in biomedical research
Ricardo Macarron et al.
NATURE REVIEWS DRUG DISCOVERY (2011)
Activity of T-705 in a Hamster Model of Yellow Fever Virus Infection in Comparison with That of a Chemically Related Compound, T-1106
Justin G. Julander et al.
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY (2009)
Comparison of the inhibitory effects of interferon alfacon-1 and ribavirin on yellow fever virus infection in a hamster model
Justin G. Julander et al.
ANTIVIRAL RESEARCH (2007)
Extraction and visualization of potential pharmacophore points using support vector machines: Application to ligand-based virtual screening for COX-2 inhibitors
L Franke et al.
JOURNAL OF MEDICINAL CHEMISTRY (2005)
Combination of a naive Bayes classifier with consensus scoring improves enrichment of high-throughput docking results
AE Klon et al.
JOURNAL OF MEDICINAL CHEMISTRY (2004)
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
TG Dietterich
MACHINE LEARNING (2000)
Share Paper
