Catalina Gomez

According to our database, Catalina Gomez authored at least 16 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

An interactive and explainable AI approach to improve human-machine teaming in cancer subtyping from digital cytopathology.

Haomin Chen, Catalina Gomez, Zelia Correa, Tin Y. A. Liu, Tatyana Milman, Maya Eiger-Moscovich, Patricia Chévez-Barrios, Diva Salomao, Mathias Unberath

Medical Image Anal., 2026

Dynamic Compensation Can Enhance User Engagement by Triggering Sensitivity to Financial Losses in Crowd-sourced Studies.

Catalina Gomez, Mung Yao Jia, Sue Min Cho, Chien-Ming Huang, Mathias Unberath

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

Intelligent control of robotic X-ray devices using a language-promptable digital twin.

Benjamin D. Killeen, Anushri Suresh, Catalina Gomez, Blanca Inigo Romillo, Christopher R. Bailey, Mathias Unberath

Int. J. Comput. Assist. Radiol. Surg., June, 2025

Interpretable Severity Scoring of Pelvic Trauma Through Automated Fracture Detection and Bayesian Inference.

Haomin Chen, David Dreizin, Catalina Gomez, Anna Zapaishchykova, Mathias Unberath

IEEE Trans. Medical Imaging, January, 2025

The explainable AI dilemma under knowledge imbalance in specialist AI for glaucoma referrals in primary care.

Catalina Gomez, Ruolin Wang, Katharina Breininger, Corinne Casey, Chris Bradley, Mitchell Pavlak, Alex Pham, Jithin Yohannan, Mathias Unberath

npj Digit. Medicine, 2025

Human-AI collaboration is not very collaborative yet: a taxonomy of interaction patterns in AI-assisted decision making from a systematic review.

Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath

Frontiers Comput. Sci., 2025

Explainable AI for Automated User-Specific Feedback in Surgical Skill Acquisition.

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

Proceedings of the Human-AI Collaboration - First International Workshop, 2025

2024

How large language model-powered conversational agents influence decision making in domestic medical triage contexts.

Catalina Gomez, Junjie Yin, Chien-Ming Huang, Mathias Unberath

Frontiers Comput. Sci., 2024

Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone.

Catalina Gomez, Ruolin Wang, Katharina Breininger, Corinne Casey, Chris Bradley, Mitchell Pavlak, Alex Pham, Jithin Yohannan, Mathias Unberath

CoRR, 2024

2023

Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement.

Catalina Gomez, Mathias Unberath, Chien-Ming Huang

Int. J. Hum. Comput. Stud., April, 2023

Designing AI Support for Human Involvement in AI-assisted Decision Making: A Taxonomy of Human-AI Interactions from a Systematic Review.

Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath

CoRR, 2023

Visualization in 2D/3D registration matters for assuring technology-assisted image-guided surgery.

Sue Min Cho, Robert B. Grupp, Catalina Gomez, Iris Gupta, Mehran Armand, Greg Osgood, Russell H. Taylor, Mathias Unberath

Int. J. Comput. Assist. Radiol. Surg., 2023

2022

Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review.

Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath

npj Digit. Medicine, 2022

2021

INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis.

Haomin Chen, Catalina Gomez, Chien-Ming Huang, Mathias Unberath

CoRR, 2021

An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images.

Haomin Chen, T. Y. Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath

CoRR, 2021

2017

Lokomat therapy in Colombia: Current state and cognitive aspects.

Marcela Múnera, Alexandra Marroquin, Laura Jimenez, Juan S. Lara, Catalina Gomez, Sandra Rodriguez, Luis E. Rodriguez, Carlos A. Cifuentes

Proceedings of the International Conference on Rehabilitation Robotics, 2017