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2020 – today
- 2024
[c10]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: 1280-1292- [i4]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 abs/2403.18975 (2024) - 2023
- [j5]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): 91-104 (2023) - 2022
- [c9]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 - [c8]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: 87-90 - 2021
- [c7]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 - [c6]Wilson Lau, David Wayne, Spencer Lewis, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen:
A New Corpus for Clinical Findings in Radiology Reports. AMIA 2021 - [i3]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 abs/2108.09211 (2021) - [i2]Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen:
Event-based clinical findings extraction from radiology reports with pre-trained language model. CoRR abs/2112.13512 (2021) - 2020
- [j4]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): 121-130 (2020) - [i1]Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen:
Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. CoRR abs/2009.00694 (2020)
2010 – 2019
- 2019
- [j3]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): 6-18 (2019) - 2018
- [c5]Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn:
Detecting Technical Image Quality in Radiology Reports. AMIA 2018 - 2017
- [c4]Thusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn:
Improving Quality of Follow-Up Imaging Recommendations in Radiology. AMIA 2017 - [c3]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: 1090-1094 - 2015
- [c2]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: 50-54 - [c1]Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Thomas H. Payne, Martin L. Gunn:
Annotating Recommendation Sentences in Radiology Reports. AMIA 2015 - 2013
- [j2]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): 354-362 (2013) - 2011
- [j1]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): 73-81 (2011)
Coauthor Index
aka: Meliha Yetisgen-Yildiz
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