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Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning.
Gupta V, Demirer M, Bigelow M, Little KJ, Candemir S, Prevedello LM, White RD, O'Donnell TP, Wels M, Erdal BS. Gupta V, et al. J Digit Imaging. 2020 Apr;33(2):431-438. doi: 10.1007/s10278-019-00267-3. J Digit Imaging. 2020. PMID: 31625028 Free PMC article.
Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network.
Candemir S, White RD, Demirer M, Gupta V, Bigelow MT, Prevedello LM, Erdal BS. Candemir S, et al. Among authors: bigelow mt. Comput Med Imaging Graph. 2020 Jul;83:101721. doi: 10.1016/j.compmedimag.2020.101721. Epub 2020 Apr 27. Comput Med Imaging Graph. 2020. PMID: 32470854 Free article.
Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis During CCTA Evaluation of Chest Pain in the Emergency Department: Preparing an Application for Real-world Use.
White RD, Erdal BS, Demirer M, Gupta V, Bigelow MT, Dikici E, Candemir S, Galizia MS, Carpenter JL, O'Donnell TP, Halabi AH, Prevedello LM. White RD, et al. Among authors: bigelow mt. J Digit Imaging. 2021 Jun;34(3):554-571. doi: 10.1007/s10278-021-00441-6. Epub 2021 Mar 31. J Digit Imaging. 2021. PMID: 33791909 Free PMC article.
A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence.
Demirer M, Candemir S, Bigelow MT, Yu SM, Gupta V, Prevedello LM, White RD, Yu JS, Grimmer R, Wels M, Wimmer A, Halabi AH, Ihsani A, O'Donnell TP, Erdal BS. Demirer M, et al. Among authors: bigelow mt. Radiol Artif Intell. 2019 Nov 27;1(6):e180095. doi: 10.1148/ryai.2019180095. eCollection 2019 Nov. Radiol Artif Intell. 2019. PMID: 33937804 Free PMC article.
12 results