Jonathan Martinez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Change Detection

Tissue Characterization

Collaborative Design

Top Venues

IEEE J. Biomed. Health Informatics

ACM Trans. Embed. Comput. Syst.

Publications

Jesse F. Phipps, Bryant Passage, Kaan Sel, Jonathan Martinez, Milad Saadat, Teddy Koker, Natalie Damaso, Shakti Davis, Jeffrey Palmer, Kajal T. Claypool, Christopher Kiley, Roderic I. Pettigrew, Roozbeh Jafari
Early adverse physiological event detection using commercial wearables: challenges and opportunities. npj Digit. Medicine 7 (1) (2024)
Jonathan Martinez, Bryant Passage, Bobak J. Mortazavi, Roozbeh Jafari
Hypothesis Scoring for Confidence-Aware Blood Pressure Estimation With Particle Filters. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Ali Akbari, Jonathan Martinez, Roozbeh Jafari
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Jonathan Martinez, Zhale Nowroozilarki, Roozbeh Jafari, Bobak J. Mortazavi
Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Jonathan Martinez
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract). AAAI (2021)
Jonathan Martinez, Kobi Gal, Ece Kamar, Levi H. S. Lelis
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions. AAAI (2021)
Ali Akbari, Jonathan Martinez, Roozbeh Jafari
Facilitating Human Activity Data Annotation via Context-Aware Change Detection on Smartwatches. ACM Trans. Embed. Comput. Syst. 20 (2) (2021)
Jonathan Martinez, Kobi Gal, Ece Kamar, Levi H. S. Lelis
Personalization in Human-AI Teams: Improving the Compatibility-Accuracy Tradeoff. CoRR (2020)
Jonathan Martinez, Ali Akbari, Kaan Sel, Roozbeh Jafari
Strategic Attention Learning for Modality Translation. ICASSP (2020)
Camillia Matuk, Frankie Tam, Jonathan Martinez
What do we Learn by Observing Collaborative Design Among Cross-Domain, Cross-Role Educators? FabLearn (2019)
Li Tian, Patrick Lee, Burapol Singhana, Aaron Chen, Yang Qiao, Linfeng Lu, Jonathan Martinez, Ennio Tasciotti, Megan C. Jacobsen, Adam Melancon, Mark McArthur, Mitch Eggers, Steven Huang, Marites P. Melancon
In vivo imaging of radiopaque resorbable inferior vena cava filter infused with gold nanoparticles. Medical Imaging: Image-Guided Procedures (2018)