Jonathan Martinez

12 papers A* 2Misc 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Digital twin models for predicting venetoclax and azacitidine-induced neutropenia in patients with acute myeloid leukemia.
npj Digit. Medicine
Yue Zhang, Jonathan Martinez, Bahar Tercan, Heikki Kuusanmäki, Frank Emmert-Streib, Jerome G. Chandraseelan, Amer Farea, Olli Yli-Harja, Caroline A. Heckman, David L. Gibbs, Vesteinn Thorsson, Ilya Shmulevich, Mika Kontro, Guangrong Qin, Boris Aguilar
2024 J jnl
Early adverse physiological event detection using commercial wearables: challenges and opportunities.
npj Digit. Medicine
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
2023 J jnl
Hypothesis Scoring for Confidence-Aware Blood Pressure Estimation With Particle Filters.
IEEE J. Biomed. Health Informatics
Jonathan Martinez, Bryant Passage, Bobak J. Mortazavi, Roozbeh Jafari
2022 J jnl
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing.
IEEE J. Biomed. Health Informatics
Ali Akbari, Jonathan Martinez, Roozbeh Jafari
2022 J jnl
Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning.
IEEE J. Biomed. Health Informatics
Jonathan Martinez, Zhale Nowroozilarki, Roozbeh Jafari, Bobak J. Mortazavi
2021 J jnl
Facilitating Human Activity Data Annotation via Context-Aware Change Detection on Smartwatches.
ACM Trans. Embed. Comput. Syst.
Ali Akbari, Jonathan Martinez, Roozbeh Jafari
2021 A* conf
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract).
AAAI
Jonathan Martinez
2021 A* conf
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions.
AAAI
Jonathan Martinez, Kobi Gal, Ece Kamar, Levi H. S. Lelis
2020 J jnl
Personalization in Human-AI Teams: Improving the Compatibility-Accuracy Tradeoff.
CoRR
Jonathan Martinez, Kobi Gal, Ece Kamar, Levi H. S. Lelis
2020 Misc conf
Strategic Attention Learning for Modality Translation.
ICASSP
Jonathan Martinez, Ali Akbari, Kaan Sel, Roozbeh Jafari
2019 — conf
What do we Learn by Observing Collaborative Design Among Cross-Domain, Cross-Role Educators?
FabLearn
Camillia Matuk, Frankie Tam, Jonathan Martinez
2018 — conf
In vivo imaging of radiopaque resorbable inferior vena cava filter infused with gold nanoparticles.
Image-Guided Procedures
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