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Matthew P. Lungren

university of oxford

58H-index
222Paper Count
2.0WCitation Count
Published Papers 57
Publication Date
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From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
errJournal of Imaging Informatics in Medicine
IF0
err2025-12-02
err0
errOAAI
errXue Li; Jameson Merkow; Noel C. F. Codella; Alberto Santamaria-Pang; Naiteek Sangani; Alexander Ersoy; Christopher Burt; John W. Garrett; Richard J. Bruce; Joshua D. Warner; Tyler Bradshaw; Ivan Tarapov; Matthew P. Lungren; Alan B. McMillan
errShare
errSave
Medical Imaging Data Calls for a Thoughtful and Collaborative Approach to Data Governance
errPLOS Digital Health
IF0
err2025-10-28
err0
PREAI
errLutz De Araujo, Aline; Wu, Jie; Harvey, Hugh; Lungren, Matthew P.; Graham, Mackenzie; Leiner, Tim; Willemink, Martin J.
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errSave
Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology
errACM Transactions on Computer-Human Interaction
IF6.6
err2025-08-19
err0
errOAAI
errAnja Thieme; Abhijith Rajamohan; Benjamin Cooper; Heather Groombridge; Robert Simister; Barney Wong; Nicholas Woznitza; Mark A. Pinnock; Maria T. Wetscherek; Cecily Morrison; Hannah Richardson; Fernando Pérez-García; Stephanie L. Hyland; Shruthi Bannur; Daniel Coelho de Castro; Kenza Bouzid; Anton Schwaighofer; Mercy P. Ranjit; Harshita Sharma; Matthew P. Lungren; Ozan Oktay; Javier Alvarez-Valle; Aditya Nori; Steve Harris; Joseph Jacob
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errSave
A Dataset for Understanding Radiologist-Artificial Intelligence Collaboration
errSCIENTIFIC DATA
IF6.9
err2025-05-03
err0
errOAAI
errMoehring, Alex; Kutwal, Manasi; Huang, Ray; Banerjee, Oishi; Jacobi, Adam; Eber, Corey; Mendoza, Dexter; Chung, Mike; Dayan, Etan; Gupta, Yogesh; Bui, Tan D. T.; Truong, Steven Q. H.; Pareek, Anuj; Langlotz, Curtis P.; Lungren, Matthew P.; Agarwal, Nikhil; Rajpurkar, Pranav; Salz, Tobias
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errSave
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err26
errOAAI
errChen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin
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errSave
Additional Considerations in the Era of Large Language Models in Health Care Reply
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2024-07-01
err0
PREAI
errLungren, Matthew P.; Fishman, Elliot K.; Chu, Linda C.; Rizk, Ryan C.; Rowe, Steven P.
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errSave
More Is Different: Large Language Models in Health Care
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2024-07-01
err6
PREAI
errLungren, Matthew P.; Fishman, Elliot K.; Chu, Linda C.; Rizk, Ryan C.; Rowe, Steven P.
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errSave
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs ( vol 15, pg 4817, 2024 )
errNATURE COMMUNICATIONS
IF15.7
err2024-06-06
err0
errOAAI
errPyrros, Ayis; Borstelmann, Stephen M.; Mantravadi, Ramana; Zaiman, Zachary; Thomas, Kaesha; Price, Brandon; Greenstein, Eugene; Siddiqui, Nasir; Willis, Melinda; Shulhan, Ihar; Hines-Shah, John; Horowitz, Jeanne M.; Nikolaidis, Paul; Lungren, Matthew P.; Rodriguez-Fernandez, Jorge Mario; Gichoya, Judy Wawira; Koyejo, Sanmi; Flanders, Adam E.; Khandwala, Nishith; Gupta, Amit; Garrett, John W.; Cohen, Joseph Paul; Layden, Brian T.; Pickhardt, Perry J.; Galanter, William
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errSave
AI-clinician collaboration via disagreement prediction: A decision pipeline and retrospective analysis of real-world radiologist-AI interactions
errCELL REPORTS MEDICINE
IF10.6
err2023-10-01
err1
errOAAI
errSanchez, Morgan; Alford, Kyle; Krishna, Viswesh; Huynh, Thanh M.; Nguyen, Chanh D. T.; Lungren, Matthew P.; Truong, Steven Q. H.; Rajpurkar, Pranav
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errSave
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs
errNATURE COMMUNICATIONS
IF15.7
err2023-07-07
err12
errOAAI
errPyrros, Ayis; Borstelmann, Stephen M. M.; Mantravadi, Ramana; Zaiman, Zachary; Thomas, Kaesha; Price, Brandon; Greenstein, Eugene; Siddiqui, Nasir; Willis, Melinda; Shulhan, Ihar; Hines-Shah, John; Horowitz, Jeanne M. M.; Nikolaidis, Paul; Lungren, Matthew P. P.; Rodriguez-Fernandez, Jorge Mario; Gichoya, Judy Wawira; Koyejo, Sanmi; Flanders, Adam E.; Khandwala, Nishith; Gupta, Amit; Garrett, John W. W.; Cohen, Joseph Paul; Layden, Brian T. T.; Pickhardt, Perry J. J.; Galanter, William
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errSave
The Current and Future State of AI Interpretation of Medical Images
errNEW ENGLAND JOURNAL OF MEDICINE
IF78.5
err2023-05-25
err129
PREAI
errRajpurkar, Pranav; Lungren, Matthew P.
errShare
errSave
Self-supervised learning for medical image classification: a systematic review and implementation guidelines
errNPJ DIGITAL MEDICINE
IF15.1
err2023-04-26
err79
errOAAI
errHuang, Shih-Cheng; Pareek, Anuj; Jensen, Malte; Lungren, Matthew P.; Yeung, Serena; Chaudhari, Akshay S.
errShare
errSave
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials (vol 5, 71, 2022)
errNPJ DIGITAL MEDICINE
IF15.1
err2023-02-22
err0
errOAAI
errEsteva, Andre J.; Feng, Jean; van der Wal, Douwe; Huang, Shih-Cheng; Simko, Jeffry; DeVries, Sandy E.; Chen, Emmalyn; Schaeffer, Edward; Morgan, Todd; Sun, Yilun; Ghorbani, Amirata A.; Naik, Nikhil; Nathawani, Dhruv G.; Socher, Richard D.; Michalski, Jeff L.; Roach III, Mack R.; Pisansky, Thomas G.; Monson, Jedidiah; Naz, Farah A.; Wallace, James; Ferguson, Michelle M.; Bahary, Jean-Paul T.; Zou, James E.; Lungren, Matthew; Yeung, Serena Y.; Ross, Ashley; Sandler, Howard M.; Tran, Phouc T.; Spratt, Daniel E.; Pugh, Stephanie; Feng, Felix Y.; Mohamad, Osama
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errSave
A proof of concept for a deep learning system that can aid embryologists in predicting blastocyst survival after thaw
errSCIENTIFIC REPORTS
IF3.9
err2022-12-07
err4
errOAAI
errMarsh, P.; Radif, D.; Rajpurkar, P.; Wang, Z.; Hariton, E.; Ribeiro, S.; Simbulan, R.; Kaing, A.; Lin, W.; Rajah, A.; Rabara, F.; Lungren, M.; Demirci, U.; Ng, A.; Rosen, M.
errShare
errSave
Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?
errRADIOLOGY
IF15.2
err2022-12-01
err56
errOAAI
errDaye, Dania; Wiggins, Walter F.; Lungren, Matthew P.; Alkasab, Tarik; Kottler, Nina; Allen, Bibb; Roth, Christopher J.; Bizzo, Bernardo C.; Durniak, Kimberly; Brink, James A.; Larson, David B.; Dreyer, Keith J.; Langlotz, Curtis P.
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errSave
Developing medical imaging AI for emerging infectious diseases
errNATURE COMMUNICATIONS
IF15.7
err2022-11-18
err6
errOAAI
errHuang, Shih-Cheng; Chaudhari, Akshay S.; Langlotz, Curtis P.; Shah, Nigam; Yeung, Serena; Lungren, Matthew P.
errShare
errSave
Digital health technology-specific risks for medical malpractice liability
errNPJ DIGITAL MEDICINE
IF15.1
err2022-10-20
err16
errOAAI
errRowland, Simon P.; Fitzgerald, J. Edward; Lungren, Matthew; Lee, Elizabeth (Hsieh); Harned, Zach; McGregor, Alison H.
errShare
errSave
Benchmarking saliency methods for chest X-ray interpretation
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-10-10
err78
errOAAI
errSaporta, Adriel; Gui, Xiaotong; Agrawal, Ashwin; Pareek, Anuj; Truong, Steven Q. H.; Nguyen, Chanh D. T.; Ngo, Van-Doan; Seekins, Jayne; Blankenberg, Francis G.; Ng, Andrew Y.; Lungren, Matthew P.; Rajpurkar, Pranav
errShare
errSave
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials
errNPJ DIGITAL MEDICINE
IF15.1
err2022-06-08
err59
errOAAI
errEsteva, Andre; Feng, Jean; van der Wal, Douwe; Huang, Shih-Cheng; Simko, Jeffry P.; DeVries, Sandy; Chen, Emmalyn; Schaeffer, Edward M.; Morgan, Todd M.; Sun, Yilun; Ghorbani, Amirata; Naik, Nikhil; Nathawani, Dhruv; Socher, Richard; Michalski, Jeff M.; Roach, Mack, III; Pisansky, Thomas M.; Monson, Jedidiah M.; Naz, Farah; Wallace, James; Ferguson, Michelle J.; Bahary, Jean-Paul; Zou, James; Lungren, Matthew; Yeung, Serena; Ross, Ashley E.; Sandler, Howard M.; Tran, Phuoc T.; Spratt, Daniel E.; Pugh, Stephanie; Feng, Felix Y.; Mohamad, Osama
errShare
errSave
A Pragmatic, Stepped-Wedge, Cluster-controlled Clinical Trial of Real-Time Pneumonia Clinical Decision Support
errAMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
IF19.4
err2022-06-01
err12
errOAAI
errDean, Nathan C.; Vines, Caroline G.; Carr, Jason R.; Rubin, Jenna G.; Webb, Brandon J.; Jacobs, Jason R.; Butler, Allison M.; Lee, Jaehoon; Jephson, Al R.; Jenson, Nathan; Walker, Missy; Brown, Samuel M.; Irvin, Jeremy A.; Lungren, Matthew P.; Allen, Todd L.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Alan Yuille
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Michael D. Taylor
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Claude B. Sirlin
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