Martin L. Gunn

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Top Venues

J. Digit. Imaging

Publications

Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. LREC/COLING (2024)
Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. CoRR (2024)
Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model. J. Digit. Imaging 36 (1) (2023)
Thusitha De Silva Mabotuwana, Christopher S. Hall, Vadi Hombal, Sandeep Dalal, Martin L. Gunn
Impact of Follow-Up Imaging Recommendation Specificity on Adherence. ICIMTH (2022)
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
A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations. AMIA (2022)
Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
Event-based clinical findings extraction from radiology reports with pre-trained language model. CoRR (2021)
Wilson Lau, David Wayne, Spencer Lewis, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
A New Corpus for Clinical Findings in Radiology Reports. AMIA (2021)
Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen
Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. AMIA (2021)
Kevin Lybarger, Aashka Damani, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen
Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model. CoRR (2021)
Sandeep Dalal, Vadiraj Hombal, Wei-Hung Weng, Gabe Mankovich, Thusitha De Silva Mabotuwana, Christopher S. Hall, Joseph Fuller, Bruce E. Lehnert, Martin L. Gunn
Determining Follow-Up Imaging Study Using Radiology Reports. J. Digit. Imaging 33 (1) (2020)
Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen
Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. CoRR (2020)
Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang
Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning. J. Digit. Imaging 32 (1) (2019)
Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn
Detecting Technical Image Quality in Radiology Reports. AMIA (2018)
Thusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn
Improving Quality of Follow-Up Imaging Recommendations in Radiology. AMIA (2017)
Thusitha De Silva Mabotuwana, Christopher S. Hall, Sandeep Dalal, Joel Tieder, Martin L. Gunn
Extracting Follow-Up Recommendations and Associated Anatomy from Radiology Reports. MedInfo (2017)
Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Thomas H. Payne, Martin L. Gunn
Annotating Recommendation Sentences in Radiology Reports. AMIA (2015)
Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Elena Pellicer, Tom Payne, Martin L. Gunn
Annotation of Clinically Important Follow-up Recommendations in Radiology Reports. Louhi@EMNLP (2015)
Meliha Yetisgen-Yildiz, Martin L. Gunn, Fei Xia, Thomas H. Payne
A text processing pipeline to extract recommendations from radiology reports. J. Biomed. Informatics 46 (2) (2013)
Yasin Gocgun, Brian W. Bresnahan, Archis Ghate, Martin L. Gunn
A Markov decision process approach to multi-category patient scheduling in a diagnostic facility. Artif. Intell. Medicine 53 (2) (2011)