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Deep Learning to Classify Radiology Free-Text Reports.
Chen MC, Ball RL, Yang L, Moradzadeh N, Chapman BE, Larson DB, Langlotz CP, Amrhein TJ, Lungren MP. Chen MC, et al. Among authors: ball rl. Radiology. 2018 Mar;286(3):845-852. doi: 10.1148/radiol.2017171115. Epub 2017 Nov 13. Radiology. 2018. PMID: 29135365
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: ball rl. 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.
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: ball rl. 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: ball rl. 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.
Impact of a deep learning assistant on the histopathologic classification of liver cancer.
Kiani A, Uyumazturk B, Rajpurkar P, Wang A, Gao R, Jones E, Yu Y, Langlotz CP, Ball RL, Montine TJ, Martin BA, Berry GJ, Ozawa MG, Hazard FK, Brown RA, Chen SB, Wood M, Allard LS, Ylagan L, Ng AY, Shen J. Kiani A, et al. Among authors: ball rl. NPJ Digit Med. 2020 Feb 26;3:23. doi: 10.1038/s41746-020-0232-8. eCollection 2020. NPJ Digit Med. 2020. PMID: 32140566 Free PMC article.
PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. Huang SC, et al. Among authors: ball rl. NPJ Digit Med. 2020 Apr 24;3:61. doi: 10.1038/s41746-020-0266-y. eCollection 2020. NPJ Digit Med. 2020. PMID: 32352039 Free PMC article.
Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. Huang SC, et al. Among authors: ball rl. NPJ Digit Med. 2020 Jul 28;3:102. doi: 10.1038/s41746-020-00310-6. eCollection 2020. NPJ Digit Med. 2020. PMID: 32793812 Free PMC article.
Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
Flanders AE, Prevedello LM, Shih G, Halabi SS, Kalpathy-Cramer J, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J; RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. Flanders AE, et al. Radiol Artif Intell. 2020 Apr 29;2(3):e190211. doi: 10.1148/ryai.2020190211. eCollection 2020 May. Radiol Artif Intell. 2020. PMID: 33937827 Free PMC article.
96 results