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Probabilistic Prediction of Laboratory Test Information Yield.
Jiang Y, Lee AH, Ni X, Corbin CK, Irvin JA, Ng AY, Chen JH. Jiang Y, et al. Among authors: ng ay. AMIA Annu Symp Proc. 2024 Jan 11;2023:1007-1016. eCollection 2023. AMIA Annu Symp Proc. 2024. PMID: 38222438 Free PMC article.
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: ng ay. 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.
Evaluation of a Machine Learning Model Based on Pretreatment Symptoms and Electroencephalographic Features to Predict Outcomes of Antidepressant Treatment in Adults With Depression: A Prespecified Secondary Analysis of a Randomized Clinical Trial.
Rajpurkar P, Yang J, Dass N, Vale V, Keller AS, Irvin J, Taylor Z, Basu S, Ng A, Williams LM. Rajpurkar P, et al. JAMA Netw Open. 2020 Jun 1;3(6):e206653. doi: 10.1001/jamanetworkopen.2020.6653. JAMA Netw Open. 2020. PMID: 32568399 Free PMC article. Clinical Trial.
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: ng ay. 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.
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: ng ay. 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.
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: ng ay. 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.
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: ng ay. 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.
142 results