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Page 1
High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning.
Duffy G, Cheng PP, Yuan N, He B, Kwan AC, Shun-Shin MJ, Alexander KM, Ebinger J, Lungren MP, Rader F, Liang DH, Schnittger I, Ashley EA, Zou JY, Patel J, Witteles R, Cheng S, Ouyang D. Duffy G, et al. Among authors: lungren mp. JAMA Cardiol. 2022 Apr 1;7(4):386-395. doi: 10.1001/jamacardio.2021.6059. JAMA Cardiol. 2022. PMID: 35195663 Free PMC article.
Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts.
Linguraru MG, Bakas S, Aboian M, Chang PD, Flanders AE, Kalpathy-Cramer J, Kitamura FC, Lungren MP, Mongan J, Prevedello LM, Summers RM, Wu CC, Adewole M, Kahn CE Jr. Linguraru MG, et al. Among authors: lungren mp. Radiol Artif Intell. 2024 Jul;6(4):e240225. doi: 10.1148/ryai.240225. Radiol Artif Intell. 2024. PMID: 38984986 Free PMC article.
Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.
Kitamura FC, Prevedello LM, Colak E, Halabi SS, Lungren MP, Ball RL, Kalpathy-Cramer J, Kahn CE Jr, Richards T, Talbott JF, Shih G, Lin HM, Andriole KP, Vazirabad M, Erickson BJ, Flanders AE, Mongan J. Kitamura FC, et al. Among authors: lungren mp. Radiol Artif Intell. 2024 May;6(3):e230227. doi: 10.1148/ryai.230227. Radiol Artif Intell. 2024. PMID: 38477659 Free PMC article.
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet.
Bien N, Rajpurkar P, Ball RL, Irvin J, Park A, Jones E, Bereket M, Patel BN, Yeom KW, Shpanskaya K, Halabi S, Zucker E, Fanton G, Amanatullah DF, Beaulieu CF, Riley GM, Stewart RJ, Blankenberg FG, Larson DB, Jones RH, Langlotz CP, Ng AY, Lungren MP. Bien N, et al. Among authors: lungren mp. PLoS Med. 2018 Nov 27;15(11):e1002699. doi: 10.1371/journal.pmed.1002699. eCollection 2018 Nov. PLoS Med. 2018. PMID: 30481176 Free PMC article.
Deep Learning-Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model.
Park A, Chute C, Rajpurkar P, Lou J, Ball RL, Shpanskaya K, Jabarkheel R, Kim LH, McKenna E, Tseng J, Ni J, Wishah F, Wittber F, Hong DS, Wilson TJ, Halabi S, Basu S, Patel BN, Lungren MP, Ng AY, Yeom KW. Park A, et al. Among authors: lungren mp. JAMA Netw Open. 2019 Jun 5;2(6):e195600. doi: 10.1001/jamanetworkopen.2019.5600. JAMA Netw Open. 2019. PMID: 31173130 Free PMC article. Clinical Trial.
Deep learning evaluation of biomarkers from echocardiogram videos.
Hughes JW, Yuan N, He B, Ouyang J, Ebinger J, Botting P, Lee J, Theurer J, Tooley JE, Nieman K, Lungren MP, Liang DH, Schnittger I, Chen JH, Ashley EA, Cheng S, Ouyang D, Zou JY. Hughes JW, et al. Among authors: lungren mp. EBioMedicine. 2021 Nov;73:103613. doi: 10.1016/j.ebiom.2021.103613. Epub 2021 Oct 14. EBioMedicine. 2021. PMID: 34656880 Free PMC article.
Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study.
Oakden-Rayner L, Gale W, Bonham TA, Lungren MP, Carneiro G, Bradley AP, Palmer LJ. Oakden-Rayner L, et al. Among authors: lungren mp. Lancet Digit Health. 2022 May;4(5):e351-e358. doi: 10.1016/S2589-7500(22)00004-8. Epub 2022 Apr 5. Lancet Digit Health. 2022. PMID: 35396184 Free article.
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.
Rajpurkar P, Irvin J, Ball RL, Zhu K, Yang B, Mehta H, Duan T, Ding D, Bagul A, Langlotz CP, Patel BN, Yeom KW, Shpanskaya K, Blankenberg FG, Seekins J, Amrhein TJ, Mong DA, Halabi SS, Zucker EJ, Ng AY, Lungren MP. Rajpurkar P, et al. Among authors: lungren mp. PLoS Med. 2018 Nov 20;15(11):e1002686. doi: 10.1371/journal.pmed.1002686. eCollection 2018 Nov. PLoS Med. 2018. PMID: 30457988 Free PMC article.
Preparing Medical Imaging Data for Machine Learning.
Willemink MJ, Koszek WA, Hardell C, Wu J, Fleischmann D, Harvey H, Folio LR, Summers RM, Rubin DL, Lungren MP. Willemink MJ, et al. Among authors: lungren mp. Radiology. 2020 Apr;295(1):4-15. doi: 10.1148/radiol.2020192224. Epub 2020 Feb 18. Radiology. 2020. PMID: 32068507 Free PMC article.
123 results