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2020 – today
- 2023
[j6]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): 166 (2023)- 2022
- [j5]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: 791064 (2022) - [j4]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) - [c3]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: 446-455 - [i1]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 abs/2206.10536 (2022) - 2021
- [j3]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): 1133-1138 (2021) - 2020
- [j2]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): 2000140 (2020) - [j1]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): 2070122 (2020)
2010 – 2019
- 2019
- [c2]Giovanny Marquez, Bethany Johnson, Mohammad Jafari, Marcella Gomez:
Online Machine Learning Based Predictor for Biological Systems. SSCI 2019: 120-125 - [c1]Mohammad Jafari, Marcella Gomez:
Online Machine Learning Based Controller for Coupled Tanks Systems. SSCI 2019: 163-169
Coauthor Index
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