Matthew P Lungren
Overview
Explore the profile of Matthew P Lungren including associated specialties, affiliations and a list of published articles.
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108
Citations
3130
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Recent Articles
1.
Langlotz C, Kim J, Shah N, Lungren M, Larson D, Datta S, et al.
Mayo Clin Proc Digit Health
. 2025 Jan;
2(4):677-686.
PMID: 39802660
Artificial intelligence (AI) and machine learning (ML) are driving innovation in biosciences and are already affecting key elements of medical scholarship and clinical care. Many schools of medicine are capitalizing...
2.
Koetzier L, Wu J, Mastrodicasa D, Lutz A, Chung M, Koszek W, et al.
Radiology
. 2024 Sep;
312(3):e232471.
PMID: 39254456
Artificial intelligence (AI) models for medical imaging tasks, such as classification or segmentation, require large and diverse datasets of images. However, due to privacy and ethical issues, as well as...
3.
Chen J, Mei J, Li X, Lu Y, Yu Q, Wei Q, et al.
Med Image Anal
. 2024 Aug;
97:103280.
PMID: 39096845
Medical image segmentation is crucial for healthcare, yet convolution-based methods like U-Net face limitations in modeling long-range dependencies. To address this, Transformers designed for sequence-to-sequence predictions have been integrated into...
4.
Linguraru M, Bakas S, Aboian M, Chang P, Flanders A, Kalpathy-Cramer J, et al.
Radiol Artif Intell
. 2024 Jul;
6(4):e240225.
PMID: 38984986
The Radiological Society of North of America (RSNA) and the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society have led a series of joint panels and seminars focused on...
5.
Pyrros A, Borstelmann S, Mantravadi R, Zaiman Z, Thomas K, Price B, et al.
Nat Commun
. 2024 Jun;
15(1):4817.
PMID: 38844459
No abstract available.
6.
Kitamura F, Prevedello L, Colak E, Halabi S, Lungren M, Ball R, et al.
Radiol Artif Intell
. 2024 Mar;
6(3):e230227.
PMID: 38477659
The Radiological Society of North America (RSNA) has held artificial intelligence competitions to tackle real-world medical imaging problems at least annually since 2017. This article examines the challenges and processes...
7.
Jindal J, Lungren M, Shah N
J Am Med Inform Assoc
. 2024 Mar;
31(6):1441-1444.
PMID: 38452298
Objectives: This article aims to examine how generative artificial intelligence (AI) can be adopted with the most value in health systems, in response to the Executive Order on AI. Materials...
8.
Lungren M, Fishman E, Chu L, Rizk R, Rowe S
J Am Coll Radiol
. 2024 Feb;
21(7):991-992.
PMID: 38302045
No abstract available.
9.
Lungren M, Fishman E, Chu L, Rizk R, Rowe S
J Am Coll Radiol
. 2023 Dec;
21(7):1151-1154.
PMID: 38043632
No abstract available.
10.
Sanchez M, Alford K, Krishna V, Huynh T, Nguyen C, Lungren M, et al.
Cell Rep Med
. 2023 Sep;
4(10):101207.
PMID: 37769656
Clinical decision support tools can improve diagnostic performance or reduce variability, but they are also subject to post-deployment underperformance. Although using AI in an assistive setting offsets many concerns with...