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Juan Francisco Morales
Juan Francisco Morales
Quantitative Medicine Scientist, Pharmacometrics at Critical Path Institute (C-Path)
Dirección de correo verificada de c-path.org
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Machine learning in drug discovery and development part 1: a primer
A Talevi, JF Morales, G Hather, JT Podichetty, S Kim, PC Bloomingdale, ...
CPT: pharmacometrics & systems pharmacology 9 (3), 129-142, 2020
512020
Hybrid inhalable microparticles for dual controlled release of levofloxacin and DNase: physicochemical characterization and in vivo targeted delivery to the lungs
GA Islan, ME Ruiz, JF Morales, ML Sbaraglini, AV Enrique, G Burton, ...
Journal of Materials Chemistry B 5 (17), 3132-3144, 2017
292017
Cascade ligand-and structure-based virtual screening to identify new trypanocidal compounds inhibiting putrescine uptake
LN Alberca, ML Sbaraglini, JF Morales, R Dietrich, MD Ruiz, ...
Frontiers in Cellular and Infection Microbiology 8, 173, 2018
222018
Current state and future perspectives in QSAR models to predict blood-brain barrier penetration in central nervous system drug R&D
J F Morales, S Scioli Montoto, P Fagiolino, M E Ruiz
Mini reviews in medicinal chemistry 17 (3), 247-257, 2017
212017
Development of a model‐based clinical trial simulation platform to optimize the design of clinical trials for Duchenne muscular dystrophy
K Lingineni, V Aggarwal, JF Morales, DJ Conrado, D Corey, C Vong, ...
CPT: Pharmacometrics & Systems Pharmacology 11 (3), 318-332, 2022
172022
Development and validation of a computational model ensemble for the early detection of BCRP/ABCG2 substrates during the drug design stage
ME Gantner, RN Peroni, JF Morales, ML Villalba, ME Ruiz, A Talevi
Journal of Chemical Information and Modeling 57 (8), 1868-1880, 2017
172017
Challenges in Alzheimer's Disease Drug Discovery and Development: the role of modeling, simulation, and open data
DJ Conrado, S Duvvuri, H Geerts, J Burton, C Biesdorf, M Ahamadi, ...
Clinical Pharmacology & Therapeutics 107 (4), 796-805, 2020
122020
Drug development tools in the alzheimer disease continuum (ddt-ad) working group. challenges in Alzheimer's Disease drug discovery and development: the role of modeling …
DJ Conrado, S Duvvuri, H Geerts, J Burton, C Biesdorf, M Ahamadi, ...
Clin Pharmacol Ther 107 (4), 796-805, 2020
62020
Disease progression joint model predicts time to type 1 diabetes onset: Optimizing future type 1 diabetes prevention studies
JF Morales, R Muse, JT Podichetty, J Burton, S David, P Lang, S Schmidt, ...
CPT: Pharmacometrics & Systems Pharmacology 12 (7), 1016-1028, 2023
32023
Positive predictive value surfaces as a complementary tool to assess the performance of virtual screening methods
JF Morales, S Chuguransky, LN Alberca, JI Alice, S Goicoechea, ME Ruiz, ...
Mini Reviews in Medicinal Chemistry 20 (14), 1447-1460, 2020
32020
Multivariate modeling of magnetic resonance biomarkers and clinical outcome measures for Duchenne muscular dystrophy clinical trials
S Kim, RJ Willcocks, MJ Daniels, JF Morales, DY Yoon, WT Triplett, ...
CPT: Pharmacometrics & Systems Pharmacology 12 (10), 1437-1449, 2023
22023
Molecular Topology and Other Promiscuity Determinants as Predictors of Therapeutic Class-A Theoretical Framework to Guide Drug Repositioning?
JF Morales, LN Alberca, S Chuguransky, ME Di Ianni, A Talevi, ME Ruiz
Current Topics in Medicinal Chemistry 18 (13), 1110-1122, 2018
22018
Five multivariate Duchenne muscular dystrophy progression models bridging six-minute walk distance and MRI relaxometry of leg muscles
DY Yoon, MJ Daniels, RJ Willcocks, WT Triplett, JF Morales, GA Walter, ...
Journal of Pharmacokinetics and Pharmacodynamics, 1-13, 2024
2024
Application of machine learning to predict unbound drug bioavailability in the brain
JF Morales, ME Ruiz, RE Stratford, A Talevi
Frontiers in Drug Discovery 4, 1360732, 2024
2024
P146 A clinical trial simulation tool to accelerate trial design in DMD: description of the traphical user interface features and applications
R Belfiore-Oshan, V Aggarwal, J Wilk, M Pauley, D Corey, K Romero, ...
Neuromuscular Disorders 33, S84, 2023
2023
VP. 85 C-Path's Duchenne Regulatory Science Consortium: Accelerating drug development for Duchenne muscular dystrophy
R Belfiore-Oshan, V Aggarwal, S Sivakumaran, D Corey, C Ollivier, ...
Neuromuscular Disorders 32, S128, 2022
2022
63-OR: A Model-Based Clinical Trial Simulation Tool to Optimize Clinical Trial Designs for Type 1 Diabetes Prevention Studies
JF Morales, R Muse, J Podichetty, J Burton, S David, F Martin, ...
Diabetes 71 (Supplement_1), 2022
2022
DMD–BIOMARKERS & OUTCOME MEASURES: P. 126 Development of a regulatory-ready clinical trial simulation tool for Duchenne muscular dystrophy
J Larkindale, S Kim, K LIngineni, J Morales, S Schmidt, D Corey, ...
Neuromuscular Disorders 30, S83, 2020
2020
MUSCLE IMAGING–MRI: P. 161 Development of clinical trial simulation tools for Duchenne muscular dystrophy using magnetic resonance biomarkers
K Vandenborne, S Kim, R Willcocks, J Morales, K Lingineni, A Barnard, ...
Neuromuscular Disorders 30, S93-S94, 2020
2020
Application of Machine Learning Approaches to Identify New Anticonvulsant Compounds Active in the 6 Hz Seizure Model
S Goicoechea, ML Sbaraglini, SR Chuguransky, JF Morales, ME Ruiz, ...
Computational Neuroscience: Second Latin American Workshop, LAWCN 2019, São …, 2019
2019
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Artículos 1–20