Marcella Gomez

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Robust Classification

Machine Learning

Preprocessing Stage

Signal Transduction

Top Venues

Adv. Intell. Syst.

IEEE Control. Syst. Lett.

Publications

Ksenia Zlobina, Eric Malekos, Han Chen, Marcella Gomez
Robust classification of wound healing stages in both mice and humans for acute and burn wounds based on transcriptomic data. BMC Bioinform. 24 (1) (2023)
Ksenia Zlobina, Jiahao Xue, Marcella Gomez
Effective Spatio-Temporal Regimes for Wound Treatment by Way of Macrophage Polarization: A Mathematical Model. Frontiers Appl. Math. Stat. 8 (2022)
Héctor Carrión, Mohammad Jafari, Michelle Dawn Bagood, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marcella Gomez
Automatic wound detection and size estimation using deep learning algorithms. PLoS Comput. Biol. 18 (3) (2022)
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi
HealNet - Self-supervised Acute Wound Heal-Stage Classification. MLMI@MICCAI (2022)
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi
HealNet - Self-Supervised Acute Wound Heal-Stage Classification. CoRR (2022)
Mohammad Jafari, Giovanny Marquez, John Selberg, Manping Jia, Harika Dechiraju, Pattawong Pansodtee, Mircea Teodorescu, Marco Rolandi, Marcella Gomez
Feedback Control of Bioelectronic Devices Using Machine Learning. IEEE Control. Syst. Lett. 5 (4) (2021)
John Selberg, Mohammad Jafari, Juanita Mathews, Manping Jia, Pattawong Pansodtee, Harika Dechiraju, Chunxiao Wu, Sergio Cordero, Alexander Flora, Nebyu Yonas, Sophia Jannetty, Miranda Diberardinis, Mircea Teodorescu, Michael Levin, Marcella Gomez, Marco Rolandi
Machine Learning-Driven Bioelectronics for Closed-Loop Control of Cells. Adv. Intell. Syst. 2 (12) (2020)
John Selberg, Mohammad Jafari, Juanita Mathews, Manping Jia, Pattawong Pansodtee, Harika Dechiraju, Chunxiao Wu, Sergio Cordero, Alexander Flora, Nebyu Yonas, Sophia Jannetty, Miranda Diberardinis, Mircea Teodorescu, Michael Levin, Marcella Gomez, Marco Rolandi
Machine Learning-Driven Bioelectronics for Closed-Loop Control of Cells. Adv. Intell. Syst. 2 (12) (2020)
Mohammad Jafari, Marcella Gomez
Online Machine Learning Based Controller for Coupled Tanks Systems. SSCI (2019)
Giovanny Marquez, Bethany Johnson, Mohammad Jafari, Marcella Gomez
Online Machine Learning Based Predictor for Biological Systems. SSCI (2019)