Catalina Gomez

18 papers A* 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
An interactive and explainable AI approach to improve human-machine teaming in cancer subtyping from digital cytopathology.
Medical Image Anal.
Haomin Chen, Catalina Gomez, Zelia Correa, Tin Y. A. Liu, Tatyana Milman, Maya Eiger-Moscovich, Patricia Chévez-Barrios, Diva Salomao, Mathias Unberath
2026 A* conf
Dynamic Compensation Can Enhance User Engagement by Triggering Sensitivity to Financial Losses in Crowd-sourced Studies.
CHI
Catalina Gomez, Mung Yao Jia, Sue Min Cho, Chien-Ming Huang, Mathias Unberath
2025 — conf
Explainable AI for Automated User-Specific Feedback in Surgical Skill Acquisition.
HAIC@MICCAI
Catalina Gomez, Lalithkumar Seenivasan, Xinrui Zou, Jeewoo Yoon, Sirui Chu, Ariel Leong, Patrick Kramer, Yu-Chun Ku, Jose L. Porras, Alejandro Martin-Gomez, Masaru Ishii, Mathias Unberath
2025 J jnl
Explainable AI for Automated User-specific Feedback in Surgical Skill Acquisition.
CoRR
Catalina Gomez, Lalithkumar Seenivasan, Xinrui Zou, Jeewoo Yoon, Sirui Chu, Ariel Leong, Patrick Kramer, Yu-Chun Ku, Jose L. Porras, Alejandro Martin-Gomez, Masaru Ishii, Mathias Unberath
2025 J jnl
Human-AI collaboration is not very collaborative yet: a taxonomy of interaction patterns in AI-assisted decision making from a systematic review.
Frontiers Comput. Sci.
Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath
2025 J jnl
Intelligent control of robotic X-ray devices using a language-promptable digital twin.
Int. J. Comput. Assist. Radiol. Surg.
Benjamin D. Killeen, Anushri Suresh, Catalina Gomez, Blanca Inigo Romillo, Christopher R. Bailey, Mathias Unberath
2025 J jnl
Interpretable Severity Scoring of Pelvic Trauma Through Automated Fracture Detection and Bayesian Inference.
IEEE Trans. Medical Imaging
Haomin Chen, David Dreizin, Catalina Gomez, Anna Zapaishchykova, Mathias Unberath
2025 J jnl
The explainable AI dilemma under knowledge imbalance in specialist AI for glaucoma referrals in primary care.
npj Digit. Medicine
Catalina Gomez, Ruolin Wang, Katharina Breininger, Corinne Casey, Chris Bradley, Mitchell Pavlak, Alex Pham, Jithin Yohannan, Mathias Unberath
2024 J jnl
Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone.
CoRR
Catalina Gomez, Ruolin Wang, Katharina Breininger, Corinne Casey, Chris Bradley, Mitchell Pavlak, Alex Pham, Jithin Yohannan, Mathias Unberath
2024 J jnl
How large language model-powered conversational agents influence decision making in domestic medical triage contexts.
Frontiers Comput. Sci.
Catalina Gomez, Junjie Yin, Chien-Ming Huang, Mathias Unberath
2024 J jnl
Intelligent Control of Robotic X-ray Devices using a Language-promptable Digital Twin.
CoRR
Benjamin D. Killeen, Anushri Suresh, Catalina Gomez, Blanca Inigo Romillo, Christopher R. Bailey, Mathias Unberath
2023 J jnl
Designing AI Support for Human Involvement in AI-assisted Decision Making: A Taxonomy of Human-AI Interactions from a Systematic Review.
CoRR
Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath
2023 J jnl
Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement.
Int. J. Hum. Comput. Stud.
Catalina Gomez, Mathias Unberath, Chien-Ming Huang
2023 J jnl
Visualization in 2D/3D registration matters for assuring technology-assisted image-guided surgery.
Int. J. Comput. Assist. Radiol. Surg.
Sue Min Cho, Robert B. Grupp, Catalina Gomez, Iris Gupta, Mehran Armand, Greg Osgood, Russell H. Taylor, Mathias Unberath
2022 J jnl
Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review.
npj Digit. Medicine
Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath
2021 J jnl
An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images.
CoRR
Haomin Chen, T. Y. Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath
2021 J jnl
INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis.
CoRR
Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath
2017 — conf
Lokomat therapy in Colombia: Current state and cognitive aspects.
ICORR
Marcela Múnera, Alexandra Marroquin, Laura Jimenez, Juan S. Lara, Catalina Gomez, Sandra Rodriguez, Luis E. Rodriguez, Carlos A. Cifuentes