Publications by authors named "Marcella Gomez"

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Development of a wireless bioelectronic actuator for wound healing in a porcine model.
Prabhat Baniya, Maryam Tebyani, Wan Shen Hee, Houpu Li, Narges Asefifeyzabadi, Marcella Gomez

Sci Rep· November 2025

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A high-resolution temporal transcriptomic and imaging dataset of porcine wound healing.
Ksenia Zlobina, Hsin-Ya Yang, Manasa Kesapragada, Fan Lu, Anthony Gallegos, Marcella Gomez

Sci Data· October 2025

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Accelerating Wound Healing Through Deep Reinforcement Learning: A Data-Driven Approach to Optimal Treatment.
Fan Lu, Ksenia Zlobina, Prabhat Baniya, Houpu Li, Nicholas Rondoni, Marcella Gomez

Bioengineering (Basel)· July 2025

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Predicting neuronal firing from calcium imaging using a control theoretic approach.
Nicholas A Rondoni, Fan Lu, Daniel B Turner-Evans, Marcella Gomez

PLoS Comput Biol· June 2025

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Controlling Cell Migratory Patterns Under an Electric Field Regulated by a Neural Network-Based Feedback Controller.
Giovanny Marquez, Mohammad Jafari, Manasa Kesapragada, Kan Zhu, Prabhat Baniya, Marcella Gomez

Bioengineering (Basel)· June 2025

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A data-driven approach to establishing cell motility patterns as predictors of macrophage subtypes and their relation to cell morphology.
Manasa Kesapragada, Yao-Hui Sun, Kan Zhu, Cynthia Recendez, Daniel Fregoso, Marcella Gomez

PLoS One· December 2024

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A pro-reparative bioelectronic device for controlled delivery of ions and biomolecules.
Narges Asefifeyzabadi, Tiffany Nguyen, Houpu Li, Kan Zhu, Hsin-Ya Yang, Marcella Gomez

Wound Repair Regen· November 2024

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Enhancing wound healing through deep reinforcement learning for optimal therapeutics.
Fan Lu, Ksenia Zlobina, Nicholas A Rondoni, Sam Teymoori, Marcella Gomez

R Soc Open Sci· July 2024

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A bioelectronic device for electric field treatment of wounds reduces inflammation in an in vivo mouse model.
Cristian O Hernandez, Hao-Chieh Hsieh, Kan Zhu, Houpu Li, Hsin-Ya Yang, Marcella Gomez

PLoS One· June 2024

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Delivering biochemicals with precision using bioelectronic devices enhanced with feedback control.
Giovanny Marquez, Harika Dechiraju, Prabhat Baniya, Houpu Li, Maryam Tebyani, Marcella Gomez

PLoS One· May 2024

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Deep learning classification for macrophage subtypes through cell migratory pattern analysis.
Manasa Kesapragada, Yao-Hui Sun, Ksenia Zlobina, Cynthia Recendez, Daniel Fregoso, Marcella Gomez

Front Cell Dev Biol· February 2024

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Quantifying innervation facilitated by deep learning in wound healing.
Abijeet Singh Mehta, Sam Teymoori, Cynthia Recendez, Daniel Fregoso, Anthony Gallegos, Marcella Gomez

Sci Rep· October 2023

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A system for bioelectronic delivery of treatment directed toward wound healing.
Prabhat Baniya, Maryam Tebyani, Narges Asefifeyzabadi, Tiffany Nguyen, Cristian Hernandez, Marcella Gomez

Sci Rep· September 2023

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Quantifying innervation facilitated by deep learning in wound healing.
Abijeet Singh Mehta, Sam Teymoori, Cynthia Recendez, Daniel Fregoso, Anthony Gallegos, Marcella Gomez

Res Sq· July 2023

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Quantifying innervation facilitated by deep learning in wound healing.
Abijeet Singh Mehta, Sam Teymoori, Cynthia Recendez, Daniel Fregoso, Anthony Gallegos, Marcella Gomez

bioRxiv· June 2023

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Robust classification of wound healing stages in both mice and humans for acute and burn wounds based on transcriptomic data.
Ksenia Zlobina, Eric Malekos, Han Chen, Marcella Gomez

BMC Bioinformatics· April 2023

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A machine learning based model accurately predicts cellular response to electric fields in multiple cell types.
Brett Sargent, Mohammad Jafari, Giovanny Marquez, Abijeet Singh Mehta, Yao-Hui Sun, Marcella Gomez

Sci Rep· June 2022

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Automatic wound detection and size estimation using deep learning algorithms.
Héctor Carrión, Mohammad Jafari, Michelle Dawn Bagood, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marcella Gomez

PLoS Comput Biol· March 2022

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A feedback control architecture for bioelectronic devices with applications to wound healing.
Bashir Hosseini Jafari, Ksenia Zlobina, Giovanny Marquez, Mohammad Jafari, John Selberg, Marcella Gomez

J R Soc Interface· December 2021

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The multi-channel potentiostat: Development and evaluation of a scalable mini-potentiostat array for investigating electrochemical reaction mechanisms.
Pattawong Pansodtee, John Selberg, Manping Jia, Mohammad Jafari, Harika Dechiraju, Marcella Gomez

PLoS One· November 2021

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Evolution of Cellular Differentiation: From Hypotheses to Models.
Pedro Márquez-Zacarías, Rozenn M Pineau, Marcella Gomez, Alan Veliz-Cuba, David Murrugarra

Trends Ecol Evol· January 2021

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Investigating the dynamics of microbial consortia in spatially structured environments.
Sonali Gupta, Tyler D Ross, Marcella M Gomez, Job L Grant, Philip A Romero

Nat Commun· May 2020

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The Potential for Convergence between Synthetic Biology and Bioelectronics.
John Selberg, Marcella Gomez, Marco Rolandi

Cell Syst· September 2018

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Using cellular fitness to map the structure and function of a major facilitator superfamily effluxer.
Anisha M Perez, Marcella M Gomez, Prashant Kalvapalle, Erin O'Brien-Gilbert, Matthew R Bennett

Mol Syst Biol· December 2017

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A Tug-of-War Mechanism for Pattern Formation in a Genetic Network.
Marcella M Gomez, Murat Arcak

ACS Synth Biol· November 2017

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