Search Result "PTML"


Review Article

PTML Multi-Label Algorithms: Models, Software, and Applications

Journal: Current Topics in Medicinal Chemistry
Volume: 20 Issue: 25 Year: 2020 Page: 2326-2337
Author(s): Bernabe Ortega-Tenezaca,Viviana Quevedo-Tumailli,Harbil Bediaga,Jon Collados,Sonia Arrasate,Gotzon Madariaga,Cristian R Munteanu,M. Natália D.S. Cordeiro,Humbert González-Díaz

Research Article

Multi-target Drug Discovery via PTML Modeling: Applications to the Design of Virtual Dual Inhibitors of CDK4 and HER2

Journal: Current Topics in Medicinal Chemistry
Volume: 21 Issue: 7 Year: 2021 Page: 661-675
Author(s): Valeria V. Kleandrova,Marcus T. Scotti,Luciana Scotti,Alejandro Speck-Planche

Review Article

Machine Learning and Perturbation Theory Machine Learning (PTML) in Medicinal Chemistry, Biotechnology, and Nanotechnology

Journal: Current Topics in Medicinal Chemistry
Volume: 21 Issue: 7 Year: 2021 Page: 649-660
Author(s): Diana M. Herrera-Ibatá

Research Article

PTML Modeling for Alzheimer’s Disease: Design and Prediction of Virtual Multi-Target Inhibitors of GSK3B, HDAC1, and HDAC6

Journal: Current Topics in Medicinal Chemistry
Volume: 20 Issue: 19 Year: 2020 Page: 1661-1676
Author(s): Valeria V. Kleandrova,Alejandro Speck-Planche

Research Article

Predicting Metabolic Reaction Networks with Perturbation-Theory Machine Learning (PTML) Models

Journal: Current Topics in Medicinal Chemistry
Volume: 21 Issue: 9 Year: 2021 Page: 819-827
Author(s): Karel Diéguez-Santana,Gerardo M. Casañola-Martin,James R. Green,Bakhtiyor Rasulev,Humberto González-Díaz

Review Article

Perturbation Theory Machine Learning Models: Theory, Regulatory Issues, and Applications to Organic Synthesis, Medicinal Chemistry, Protein Research, and Technology

Journal: Current Topics in Medicinal Chemistry
Volume: 18 Issue: 1 Year: 2018 Page: 1212-1222
Author(s): Sonia Arrasate,Aliuska Duardo-Sanchez

Research Article

Pollutants in Organic Chemistry and Medicinal Chemistry Education Laboratory. Experimental and Machine Learning Studies

Journal: Current Topics in Medicinal Chemistry
Volume: 20 Issue: 9 Year: 2020 Page: 720-730
Author(s): Iker Montes-Bageneta,Urtzi Akesolo,Sara López,Maria Merino,Eneritz Anakabe,Sonia Arrasate

Research Article

Machine Learning as a Proposal for a Better Application of Food Nanotechnology Regulation in the European Union

Journal: Current Topics in Medicinal Chemistry
Volume: 20 Issue: 4 Year: 2020 Page: 324-332
Author(s): Ricardo Santana,Enrique Onieva,Robin Zuluaga,Aliuska Duardo-Sánchez,Piedad Gañán

Research Article

The Role of Machine Learning in Centralized Authorization Process of Nanomedicines in European Union

Journal: Current Topics in Medicinal Chemistry
Volume: 21 Issue: 9 Year: 2021 Page: 828-838
Author(s): Ricardo Santana,Enrique Onieva,Robin Zuluaga,Aliuska Duardo-Sánchez,Piedad Gañán

Editorial free to download

New Experimental and Computational Tools for Drug Discovery. From Old Way to New Series – Part-X

Journal: Current Topics in Medicinal Chemistry
Volume: 20 Issue: 25 Year: 2020 Page: 2279-2280
Author(s): Matthew M. Montemore,Ricardo Santana,Yagamare Fall,Humbert González-Díaz

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