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- Currently displaying 61 - 80 of 561 publications
DILIC: An AI based classifier to search for Drug-Induced Liver Injury literature
(2022)
2022.02.12.480184
(doi: 10.1101/2022.02.12.480184)
Deriving waveform parameters from calcium transients in human iPSC-derived cardiomyocytes to predict cardiac activity with machine learning.
– Stem Cell Reports
(2022)
17,
556
(doi: 10.1016/j.stemcr.2022.01.009)
Integrating Cell Morphology with Gene Expression and Chemical Structure to Aid Mitochondrial Toxicity Detection
– biorxiv
(2022)
2022.01.07.475326
(doi: 10.1101/2022.01.07.475326)
DDREL: From drug-drug relationships to drug repurposing
– Intelligent Data Analysis
(2022)
26,
221
(doi: 10.3233/IDA-215745)
Chapter 8 Using Artificial Intelligence for Drug Repurposing
(2022)
2022-January,
147
(doi: 10.1039/9781839163401-00147)
Virtual Screening Directly Identifies New Fragment-Sized Inhibitors of Carboxylesterase Notum with Nanomolar Activity
– Journal of Medicinal Chemistry
(2021)
65,
562
(doi: 10.1021/acs.jmedchem.1c01735)
Computational analyses of mechanism of action (MoA): data, methods and integration
– RSC Chem Biol
(2021)
3,
170
(doi: 10.1039/d1cb00069a)
Machine Learning Models for Human in Vivo Pharmacokinetic Parameters with In-House Validation
– Molecular Pharmaceutics
(2021)
18,
4520
Applications of Artificial Intelligence in Drug Design: Opportunities and Challenges
– Methods Mol Biol
(2021)
2390,
1
(doi: 10.1007/978-1-0716-1787-8_1)
Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning
– J Cheminform
(2021)
13,
77
(doi: 10.1186/s13321-021-00555-7)
Deriving time-concordant event cascades from gene expression data: A case study for Drug-Induced Liver Injury (DILI)
(2021)
2021.09.23.461089
(doi: 10.1101/2021.09.23.461089)
In silico approaches in organ toxicity hazard assessment: Current status and future needs for predicting heart, kidney and lung toxicities
– Computational Toxicology
(2021)
20,
100188
(doi: 10.1016/j.comtox.2021.100188)
In silico approaches in organ toxicity hazard assessment: current status and future needs in predicting liver toxicity.
– Computational Toxicology
(2021)
20,
100187
(doi: 10.1016/j.comtox.2021.100187)
Prediction and identification of synergistic compound combinations against pancreatic cancer cells.
– iScience
(2021)
24,
103080
(doi: 10.1016/j.isci.2021.103080)
The impact of pooling animal histopathology control data on the statistical detection of treatment-related findings
– Toxicology Letters
(2021)
350,
S63
Probabilistic Random Forest improves bioactivity predictions close to the classification threshold by taking into account experimental uncertainty
– Journal of Cheminformatics
(2021)
13,
62
(doi: 10.1186/s13321-021-00539-7)
Structural Insights into Notum Covalent Inhibition
– Journal of Medicinal Chemistry
(2021)
64,
11354
(doi: 10.1021/acs.jmedchem.1c00701)
Identification of SARS-CoV-2–induced pathways reveals drug repurposing strategies
– Science Advances
(2021)
7,
eabh3032
(doi: 10.1126/sciadv.abh3032)
Computational drug repositioning for ischemic stroke: Neuroprotective drug discovery
– Future Medicinal Chemistry
(2021)
13,
1271
(doi: 10.4155/fmc-2021-0022)
Transcriptional drug repositioning and cheminformatics approach for differentiation therapy of leukaemia cells.
– Scientific Reports
(2021)
11,
12537
(doi: 10.1038/s41598-021-91629-x)