Martin L. Gunn

According to our database, Martin L. Gunn authored at least 20 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review.

Zhaoyi Sun, Minal Jagtiani, Wen-Wai Yim, Fei Xia, Martin L. Gunn, Meliha Yetisgen, Asma Ben Abacha

CoRR, March, 2026

Automated identification of incidentalomas requiring follow-up: A multi-anatomy evaluation of LLM-based and supervised approaches.

Namu Park, Farzad Ahmed, Zhaoyi Sun, Kevin Lybarger, Ethan Breinhorst, Julie Hu, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen

J. Biomed. Informatics, 2026

2025

Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM Approaches.

Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen, Martin L. Gunn

CoRR, November, 2025

2024

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models.

Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model.

Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen

J. Digit. Imaging, February, 2023

2022

Impact of Follow-Up Imaging Recommendation Specificity on Adherence.

Thusitha De Silva Mabotuwana, Christopher S. Hall, Vadi Hombal, Sandeep Dalal, Martin L. Gunn

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations.

Kevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen

Proceedings of the AMIA 2022, 2022

2021

Event-based clinical findings extraction from radiology reports with pre-trained language model.

Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen

CoRR, 2021

Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model.

Kevin Lybarger, Aashka Damani, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen

CoRR, 2021

A New Corpus for Clinical Findings in Radiology Reports.

Wilson Lau, David Wayne, Spencer Lewis, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation.

Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Determining Follow-Up Imaging Study Using Radiology Reports.

Sandeep Dalal, Vadiraj Hombal, Wei-Hung Weng, Gabe Mankovich, Thusitha De Silva Mabotuwana, Christopher S. Hall, Joseph Fuller, Bruce E. Lehnert, Martin L. Gunn

J. Digit. Imaging, 2020

2019

Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning.

Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang

J. Digit. Imaging, 2019

2018

Detecting Technical Image Quality in Radiology Reports.

Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn

Proceedings of the AMIA 2018, 2018

2017

Extracting Follow-Up Recommendations and Associated Anatomy from Radiology Reports.

Thusitha De Silva Mabotuwana, Christopher S. Hall, Sandeep Dalal, Joel Tieder, Martin L. Gunn

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Improving Quality of Follow-Up Imaging Recommendations in Radiology.

Thusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn

Proceedings of the AMIA 2017, 2017

2015

Annotating Recommendation Sentences in Radiology Reports.

Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Thomas H. Payne, Martin L. Gunn

Proceedings of the AMIA 2015, 2015

Annotation of Clinically Important Follow-up Recommendations in Radiology Reports.

Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Elena Pellicer, Tom Payne, Martin L. Gunn

Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015

2013

A text processing pipeline to extract recommendations from radiology reports.

Meliha Yetisgen-Yildiz, Martin L. Gunn, Fei Xia, Thomas H. Payne

J. Biomed. Informatics, 2013

2011

A Markov decision process approach to multi-category patient scheduling in a diagnostic facility.

Yasin Gocgun, Brian W. Bresnahan, Archis Ghate, Martin L. Gunn

Artif. Intell. Medicine, 2011