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)

A text processing pipeline to extract recommendations from radiology reports. - Meliha Yetisgen-Yildiz; Martin L. Gunn; Fei Xia 004; Thomas H. Payne (J. Biomed. Informatics, 2013)

Annotation of Clinically Important Follow-up Recommendations in Radiology Reports. - Meliha Yetisgen; Prescott Klassen; Lucas McCarthy; Elena Pellicer; Tom Payne; Martin L. Gunn (Louhi@EMNLP, 2015)

Annotating Recommendation Sentences in Radiology Reports. - Meliha Yetisgen; Prescott Klassen; Lucas McCarthy; Thomas H. Payne; Martin L. Gunn (AMIA, 2015)

Improving Quality of Follow-Up Imaging Recommendations in Radiology. - Thusitha De Silva Mabotuwana; Christopher S. Hall; Joel S. Tieder; Martin L. Gunn (AMIA, 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 (MedInfo, 2017)

Detecting Technical Image Quality in Radiology Reports. - Thusitha De Silva Mabotuwana; Varun Bhandarkar; Christopher S. Hall; Martin L. Gunn (AMIA, 2018)

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)

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)

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. - Wilson Lau; Laura Aaltonen; Martin L. Gunn; Meliha Yetisgen (AMIA, 2021)

A New Corpus for Clinical Findings in Radiology Reports. - Wilson Lau; David Wayne; Spencer Lewis; Özlem Uzuner; Martin L. Gunn; Meliha Yetisgen (AMIA, 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)

Event-based clinical findings extraction from radiology reports with pre-trained language model. - Wilson Lau; Kevin Lybarger; Martin L. Gunn; Meliha Yetisgen (CoRR, 2021)

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 (AMIA, 2022)

Impact of Follow-Up Imaging Recommendation Specificity on Adherence. - Thusitha De Silva Mabotuwana; Christopher S. Hall; Vadi Hombal; Sandeep Dalal; Martin L. Gunn (ICIMTH, 2022)

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, 2023)

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 (LREC/COLING, 2024)