Publications by authors named "Timothy Deyer"

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Comparative benchmarking of the DeepSeek large language model on medical tasks and clinical reasoning.
Mickael Tordjman, Zelong Liu, Murat Yuce, Valentin Fauveau, Yunhao Mei, Timothy Deyer

Nat Med· August 2025

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MRAnnotator: multi-anatomy and many-sequence MRI segmentation of 44 structures.
Alexander Zhou, Zelong Liu, Andrew Tieu, Nikhil Patel, Sean Sun, Louisa Deyer, Timothy Deyer

Radiol Adv· January 2025

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A review of self-supervised, generative, and few-shot deep learning methods for data-limited magnetic resonance imaging segmentation.
Zelong Liu, Komal Kainth, Alexander Zhou, Timothy W Deyer, Zahi A Fayad

NMR Biomed· August 2024

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The Role of Artificial Intelligence in the Identification and Evaluation of Bone Fractures.
Andrew Tieu, Ezriel Kroen, Yonaton Kadish, Zelong Liu, Nikhil Patel, Timothy Deyer

Bioengineering (Basel)· March 2024

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Muscle recovery after total hip arthroplasty: prospective MRI comparison of anterior and posterior approaches.
Jonathan Robinson, Marcel Bas, Timothy Deyer, H John Cooper, Mathew Hepinstall

Hip Int· July 2023

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Interstitial lung disease diagnosis and prognosis using an AI system integrating longitudinal data.
Xueyan Mei, Zelong Liu, Ayushi Singh, Marcia Lange, Priyanka Boddu, Timothy Deyer

Nat Commun· April 2023

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RadImageNet: An Open Radiologic Deep Learning Research Dataset for Effective Transfer Learning.
Xueyan Mei, Zelong Liu, Philip M Robson, Brett Marinelli, Mingqian Huang, Timothy Deyer

Radiol Artif Intell· September 2022

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Use of Extracellular Matrix Cartilage Allograft May Improve Infill of the Defects in Bone Marrow Stimulation for Osteochondral Lesions of the Talus.
Yoshiharu Shimozono, Emilie R C Williamson, Nathaniel P Mercer, Eoghan T Hurley, Hao Huang, Timothy W Deyer

Arthroscopy· July 2021

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Artificial intelligence-enabled rapid diagnosis of patients with COVID-19.
Xueyan Mei, Hao-Chih Lee, Kai-Yue Diao, Mingqian Huang, Bin Lin, Timothy Deyer

Nat Med· August 2020

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Artificial intelligence-enabled rapid diagnosis of COVID-19 patients.
Xueyan Mei, Hao-Chih Lee, Kaiyue Diao, Mingqian Huang, Bin Lin, Timothy Deyer

medRxiv· April 2020

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Application of artificial intelligence to radiology.
Timothy Deyer, Amish Doshi

Ann Transl Med· June 2019

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Deep neural networks could differentiate Bethesda class III versus class IV/V/VI.
Yi Zhu, Qiang Sang, Shijun Jia, Ying Wang, Timothy Deyer

Ann Transl Med· June 2019

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Concentrated Bone Marrow Aspirate May Decrease Postoperative Cyst Occurrence Rate in Autologous Osteochondral Transplantation for Osteochondral Lesions of the Talus.
Yoshiharu Shimozono, Youichi Yasui, Eoghan T Hurley, Rebecca A Paugh, Timothy W Deyer

Arthroscopy· January 2019

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Allograft Compared with Autograft in Osteochondral Transplantation for the Treatment of Osteochondral Lesions of the Talus.
Yoshiharu Shimozono, Eoghan T Hurley, Joseph T Nguyen, Timothy W Deyer, John G Kennedy

J Bone Joint Surg Am· November 2018

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The Presence and Degree of Bone Marrow Edema Influence Midterm Clinical Outcomes After Microfracture for Osteochondral Lesions of the Talus.
Yoshiharu Shimozono, Eoghan T Hurley, Youichi Yasui, Timothy W Deyer, John G Kennedy

Am J Sports Med· August 2018

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Incidence of Coexisting Talar and Tibial Osteochondral Lesions Correlates With Patient Age and Lesion Location.
Rebecca M Irwin, Yoshiharu Shimozono, Youichi Yasui, Robin Megill, Timothy W Deyer

Orthop J Sports Med· August 2018

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Effect of the Containment Type on Clinical Outcomes in Osteochondral Lesions of the Talus Treated With Autologous Osteochondral Transplantation.
Yoshiharu Shimozono, Johanna C E Donders, Youichi Yasui, Eoghan T Hurley, Timothy W Deyer

Am J Sports Med· July 2018

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Subchondral Bone Degradation After Microfracture for Osteochondral Lesions of the Talus: An MRI Analysis.
Yoshiharu Shimozono, Max Coale, Youichi Yasui, Amanda O'Halloran, Timothy W Deyer

Am J Sports Med· March 2018

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Predicting malignancy of pulmonary ground-glass nodules and their invasiveness by random forest.
Xueyan Mei, Rui Wang, Wenjia Yang, Fangfei Qian, Xiaodan Ye, Timothy Deyer

J Thorac Dis· January 2018

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Clinical and MRI Donor Site Outcomes Following Autologous Osteochondral Transplantation for Talar Osteochondral Lesions.
Ethan J Fraser, Ian Savage-Elliott, Youichi Yasui, Jakob Ackermann, Geoffrey Watson, Timothy Deyer

Foot Ankle Int· September 2016

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Magnetic Resonance Imaging Evidence of Postoperative Cyst Formation Does Not Appear to Affect Clinical Outcomes After Autologous Osteochondral Transplantation of the Talus.
Ian Savage-Elliott, Niall A Smyth, Timothy W Deyer, Christopher D Murawski, Keir A Ross

Arthroscopy· September 2016

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Autologous Osteochondral Transplantation for Osteochondral Lesions of the Talus: Does Previous Bone Marrow Stimulation Negatively Affect Clinical Outcome?
Andrew W Ross, Christopher D Murawski, Ethan J Fraser, Keir A Ross, Huong T Do, Timothy W Deyer

Arthroscopy· July 2016

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Autologous Osteochondral Transplantation for Osteochondral Lesions of the Talus.
Seán Flynn, Keir A Ross, Charles P Hannon, Youichi Yasui, Hunter Newman, Timothy W Deyer

Foot Ankle Int· April 2016

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Arthroscopic Bone Marrow Stimulation and Concentrated Bone Marrow Aspirate for Osteochondral Lesions of the Talus: A Case-Control Study of Functional and Magnetic Resonance Observation of Cartilage Repair Tissue Outcomes.
Charles P Hannon, Keir A Ross, Christopher D Murawski, Timothy W Deyer, Niall A Smyth

Arthroscopy· February 2016

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Anterolateral tibial osteotomy for accessing osteochondral lesions of the talus in autologous osteochondral transplantation: functional and t2 MRI analysis.
Arianna L Gianakos, Charles P Hannon, Keir A Ross, Hunter Newman, Christopher J Egan, Timothy W Deyer

Foot Ankle Int· May 2015

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