Publications by authors named "Jonathan Palma"

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Integrative Computational Approaches for the Discovery of Triazole-Based Urease Inhibitors: A Machine Learning, Virtual Screening, and Meta-Dynamics Framework.
Sofía E Ríos-Rozas, Natalia Morales, Elizabeth Valdés-Muñoz, Gabriela Urra, Camila A Flores-Morales, Jonathan M Palma

Int J Mol Sci· November 2025

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Comparative Data Analysis of Virtual Screening Methodologies for Predicting Urease Inhibitory Activity.
Elizabeth Valdés-Muñoz, Gabriel J Olguín-Orellana, Sofía E Ríos-Rozas, Melissa Alegría-Arcos, Natalia Morales, Jonathan M Palma

ACS Omega· October 2025

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Integrative Computational Approaches for TRPV1 Ion Channel Inhibitor Discovery: An Integrated Machine Learning, Drug Repurposing and Molecular Simulation Approach.
Jaime González, Jonathan M Palma, Bruna Benso, Elizabeth Valdés-Muñoz, Gabriela Urra

J Chem Inf Model· September 2025

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From Proteome to Potential Drugs: Integration of Subtractive Proteomics and Ensemble Docking for Drug Repurposing against RND Superfamily Proteins.
Gabriela Urra, Elizabeth Valdés-Muñoz, Reynier Suardiaz, Erix W Hernández-Rodríguez, Jonathan M Palma

Int J Mol Sci· July 2024

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Neonatal informatics: past, present and future.
Shama Y Patel, Jonathan P Palma, Jeffrey M Hoffman, Christoph U Lehmann

J Perinatol· June 2024

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Machine Learning-Driven Classification of Urease Inhibitors Leveraging Physicochemical Properties as Effective Filter Criteria.
Natalia Morales, Elizabeth Valdés-Muñoz, Jaime González, Paulina Valenzuela-Hormazábal, Jonathan M Palma

Int J Mol Sci· April 2024

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Clinical decision support in the neonatal ICU.
Anoop Rao, Jonathan Palma

Semin Fetal Neonatal Med· October 2022

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A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys.
Wui Ip, Priya Prahalad, Jonathan Palma, Jonathan H Chen

JMIR Med Inform· March 2022

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Monitoring Approaches for a Pediatric Chronic Kidney Disease Machine Learning Model.
Keith E Morse, Conner Brown, Scott Fleming, Irene Todd, Austin Powell, Jonathan P Palma

Appl Clin Inform· March 2022

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A new approach of H filtering for combustion systems using optical instrumentation.
Jonathan M Palma, Cecília F Morais, Hugo O Garcés, Leonardo de P Carvalho, Ricardo C L F Oliveira

ISA Trans· January 2022

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A Novel Theoretical Probabilistic Model for Opportunistic Routing with Applications in Energy Consumption for WSNs.
Christian E Galarza, Jonathan M Palma, Cecilia F Morais, Jaime Utria, Leonardo P Carvalho

Sensors (Basel)· December 2021

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Axonal Conduction Velocity in CA1 Area of Hippocampus is Reduced in Mouse Models of Alzheimer's Disease.
Simon Gelman, Jonathan Palma, Afshin Ghavami

J Alzheimers Dis· September 2021

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Robust Static Output-Feedback Control for MJLS with Non-Homogeneous Markov Chains: A Comparative Study Considering a Wireless Sensor Network with Time-Varying PER.
Arthur R C Serafini, Leonardo Delforno, Jonathan M Palma, Frank H Behrens, Cecília F Morais

Sensors (Basel)· September 2021

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Designing a bed-side system for predicting length of stay in a neonatal intensive care unit.
Harpreet Singh, Su Jin Cho, Shubham Gupta, Ravneet Kaur, S Sunidhi, Jonathan Palma

Sci Rep· February 2021

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Development and validation of high definition phenotype-based mortality prediction in critical care units.
Yao Sun, Ravneet Kaur, Shubham Gupta, Rahul Paul, Ritu Das, Jonathan Palma

JAMIA Open· January 2021

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Machine Learning-Based Automatic Classification of Video Recorded Neonatal Manipulations and Associated Physiological Parameters: A Feasibility Study.
Harpreet Singh, Satoshi Kusuda, Ryan M McAdams, Shubham Gupta, Jayant Kalra, Jonathan Palma

Children (Basel)· December 2020

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Clinical decision support tool for phototherapy initiation in preterm infants.
Yassar Arain, Juan M Banda, Joshua Faulkenberry, Vinod K Bhutani, Jonathan P Palma

J Perinatol· October 2020

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Early experiences with combined fellowship training in clinical informatics.
Jonathan P Palma, Jonathan D Hron, Anthony A Luberti

J Am Med Inform Assoc· May 2020

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Development of data dictionary for neonatal intensive care unit: advancement towards a better critical care unit.
Harpreet Singh, Ravneet Kaur, Satish Saluja, Su Jin Cho, Avneet Kaur, Jonathan Palma

JAMIA Open· April 2020

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Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2016-2017).
Douglas S Bell, Kevin Baldwin, Elijah J Bell, Christoph U Lehmann, Emily C Webber, Jonathan P Palma

AMIA Annu Symp Proc· September 2019

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Your Patient Has a New Health App? Start With Its Data Source.
Keith E Morse, Jonathan Schremp, Natalie M Pageler, Jonathan P Palma

J Particip Med· June 2019

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Supraspinal interaction between HIV-1-gp120 and cannabinoid analgesic effectiveness.
Jonathan Palma, Madhusudhanan Narasimhan, Josée Guindon, Khalid Benamar

Naunyn Schmiedebergs Arch Pharmacol· October 2018

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Protocol for Energy-Efficiency in Networked Control Systems Based on WSN.
Jonathan M Palma, Cristian Duran-Faundez, Leonardo de P Carvalho, Cecília F Morais, Ricardo C L F Oliveira

Sensors (Basel)· August 2018

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Differences in Synaptic Dysfunction Between rTg4510 and APP/PS1 Mouse Models of Alzheimer's Disease.
Simon Gelman, Jonathan Palma, Geoffrey Tombaugh, Afshin Ghavami

J Alzheimers Dis· July 2018

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Prenatal treatment of ornithine transcarbamylase deficiency.
Yael Wilnai, Yair J Blumenfeld, Kristina Cusmano, Susan R Hintz, Deborah Alcorn, Jonathan P Palma

Mol Genet Metab· March 2018

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