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Talia B. Kimber
Talia B. Kimber
Senior Data Scientist
Verified email at choderalab.org - Homepage
Title
Cited by
Cited by
Year
Deep learning in virtual screening: recent applications and developments
TB Kimber, Y Chen, A Volkamer
International journal of molecular sciences 22 (9), 4435, 2021
1222021
Synergy effect between convolutional neural networks and the multiplicity of SMILES for improvement of molecular prediction
TB Kimber, S Engelke, IV Tetko, E Bruno, G Godin
arXiv preprint arXiv:1812.04439, 2018
462018
Augmentation is what you need!
IV Tetko, P Karpov, E Bruno, TB Kimber, G Godin
International Conference on Artificial Neural Networks, 831-835, 2019
422019
Revealing cytotoxic substructures in molecules using deep learning
HE Webel, TB Kimber, S Radetzki, M Neuenschwander, M Nazaré, ...
Journal of computer-aided molecular design 34 (7), 731-746, 2020
402020
Maxsmi: maximizing molecular property prediction performance with confidence estimation using smiles augmentation and deep learning
TB Kimber, M Gagnebin, A Volkamer
Artificial Intelligence in the Life Sciences 1, 100014, 2021
212021
Chemical representation learning for toxicity prediction
J Born, G Markert, N Janakarajan, TB Kimber, A Volkamer, MR Martínez, ...
Digital Discovery 2 (3), 674-691, 2023
112023
TeachOpenCADD 2022: open source and FAIR Python pipelines to assist in structural bioinformatics and cheminformatics research
D Sydow, J Rodríguez-Guerra, TB Kimber, D Schaller, CJ Taylor, Y Chen, ...
Nucleic Acids Research 50 (W1), W753-W760, 2022
112022
Augmentation Is What You Need!. Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and Special Sessions, 831–35
IV Tetko, P Karpov, E Eric Bruno, TB Kimber, G Godin
Springer International Publishing, 2019
72019
Kinase Similarity Assessment Pipeline for Off-Target Prediction [v1. 0]
TB Kimber, D Sydow, A Volkamer
Living Journal of Computational Molecular Science 3 (1), 1599-1599, 2022
1*2022
Machine Learning for Kinase Drug Discovery
TB Kimber
2023
Augmentation Is What You Need!
TB Kimber, G Godin
2019
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Articles 1–11