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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-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.
Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices.
Chaudhari AS, Sandino CM, Cole EK, Larson DB, Gold GE, Vasanawala SS, Lungren MP, Hargreaves BA, Langlotz CP. Chaudhari AS, et al. Among authors: lungren mp. J Magn Reson Imaging. 2021 Aug;54(2):357-371. doi: 10.1002/jmri.27331. Epub 2020 Aug 24. J Magn Reson Imaging. 2021. PMID: 32830874 Free PMC article. Review.
CheXED: Comparison of a Deep Learning Model to a Clinical Decision Support System for Pneumonia in the Emergency Department.
Irvin JA, Pareek A, Long J, Rajpurkar P, Eng DK, Khandwala N, Haug PJ, Jephson A, Conner KE, Gordon BH, Rodriguez F, Ng AY, Lungren MP, Dean NC. Irvin JA, et al. Among authors: lungren mp. J Thorac Imaging. 2022 May 1;37(3):162-167. doi: 10.1097/RTI.0000000000000622. Epub 2021 Sep 23. J Thorac Imaging. 2022. PMID: 34561377 Free PMC article.
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.
AI recognition of patient race in medical imaging: a modelling study.
Gichoya JW, Banerjee I, Bhimireddy AR, Burns JL, Celi LA, Chen LC, Correa R, Dullerud N, Ghassemi M, Huang SC, Kuo PC, Lungren MP, Palmer LJ, Price BJ, Purkayastha S, Pyrros AT, Oakden-Rayner L, Okechukwu C, Seyyed-Kalantari L, Trivedi H, Wang R, Zaiman Z, Zhang H. Gichoya JW, et al. Among authors: lungren mp. Lancet Digit Health. 2022 Jun;4(6):e406-e414. doi: 10.1016/S2589-7500(22)00063-2. Epub 2022 May 11. Lancet Digit Health. 2022. PMID: 35568690 Free PMC 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.
124 results