María Jimena Martínez

Hybridizing Feature Selection and Feature Learning Approaches in QSAR Modeling for Drug Discovery

Ignacio Ponzoni, Víctor Sebastián-Pérez, Carlos Requeña et al. · Scientific Reports · 2017 · 77 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +17

QSAR Classification Models for Predicting the Activity of Inhibitors of Beta-Secretase (BACE1) Associated with Alzheimer’s Disease

Ignacio Ponzoni, Víctor Sebastián-Pérez, María Jimena Martínez et al. · Scientific Reports · 2019 · 75 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +17

Cocaine reward is reduced by decreased expression of receptor-type protein tyrosine phosphatase D (PTPRD) and by a novel PTPRD antagonist

George R. Uhl, María Jimena Martínez, Paul K. Paik et al. · Proceedings of the National Academy of Sciences · 2018 · 48 citations · Full text

Medicine, Neuroscience, Pharmacology +17

Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods

María Jimena Martínez, Ignacio Ponzoni, Mónica F. Díaz et al. · Journal of Cheminformatics · 2015 · 32 citations · Full text

Computing, Computer Science, Medicinal Chemistry +16

Multitask Deep Neural Networks for Ames Mutagenicity Prediction

María Jimena Martínez, María Virginia Sabando, Axel J. Soto et al. · Journal of Chemical Information and Modeling · 2022 · 25 citations

Pharmacy, Toxicology, Computational Biology +15