Jeong JJ - Search Results

1

Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.

Jeong JJ, Tariq A, Adejumo T, Trivedi H, Gichoya JW, Banerjee I. Jeong JJ, et al. J Digit Imaging. 2022 Apr;35(2):137-152. doi: 10.1007/s10278-021-00556-w. Epub 2022 Jan 12. J Digit Imaging. 2022. PMID: 35022924 Free PMC article. Review.

2

Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging.

Jeong J, Lei Y, Kahn S, Liu T, Curran WJ, Shu HK, Mao H, Yang X. Jeong J, et al. Phys Med Biol. 2020 Sep 18;65(18):185009. doi: 10.1088/1361-6560/aba6d4. Phys Med Biol. 2020. PMID: 32674075 Free PMC article.

3

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images.

Jeong JJ, Vey BL, Bhimireddy A, Kim T, Santos T, Correa R, Dutt R, Mosunjac M, Oprea-Ilies G, Smith G, Woo M, McAdams CR, Newell MS, Banerjee I, Gichoya J, Trivedi H. Jeong JJ, et al. Radiol Artif Intell. 2023 Jan 4;5(1):e220047. doi: 10.1148/ryai.220047. eCollection 2023 Jan. Radiol Artif Intell. 2023. PMID: 36721407 Free PMC article.

4

Synthetic dual-energy CT reconstruction from single-energy CT Using artificial intelligence.

Jeong J, Wentland A, Mastrodicasa D, Fananapazir G, Wang A, Banerjee I, Patel BN. Jeong J, et al. Abdom Radiol (NY). 2023 Nov;48(11):3537-3549. doi: 10.1007/s00261-023-04004-x. Epub 2023 Sep 4. Abdom Radiol (NY). 2023. PMID: 37665385

5

Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis.

Jeong J, Chao CJ, Arsanjani R, Kim K, Pelkey MN, Chen YC, Ramzan RN, Elbahnasawy M, Sleem M, Ayoub C, Farina JMM, Grogan M, Kane GC, Patel BN, Oh JK, Banerjee I. Jeong J, et al. J Med Imaging (Bellingham). 2023 Sep;10(5):054502. doi: 10.1117/1.JMI.10.5.054502. Epub 2023 Oct 12. J Med Imaging (Bellingham). 2023. PMID: 37840850 Free PMC article.

6

Opportunistic screening for coronary artery calcium deposition using chest radiographs - a multi-objective models with multi-modal data fusion.

Jeong J, Chao CJ, Arsanjani R, Ayoub C, Lester SJ, Pereyra M, Said EF, Roarke M, Tagle-Cornell C, Koepke LM, Tsai YL, Jung-Hsuan C, Chang CC, Farina JM, Trivedi H, Patel BN, Banerjee I. Jeong J, et al. medRxiv [Preprint]. 2024 Jan 11:2024.01.10.23299699. doi: 10.1101/2024.01.10.23299699. medRxiv. 2024. PMID: 38260571 Free PMC article. Preprint.

7

Learning-based CBCT correction using alternating random forest based on auto-context model.

Lei Y, Tang X, Higgins K, Lin J, Jeong J, Liu T, Dhabaan A, Wang T, Dong X, Press R, Curran WJ, Yang X. Lei Y, et al. Med Phys. 2019 Feb;46(2):601-618. doi: 10.1002/mp.13295. Epub 2018 Dec 11. Med Phys. 2019. PMID: 30471129 Free PMC article.

8

Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images: Introduction.

Jeong J, Wang L, Ji B, Lei Y, Ali A, Liu T, Curran WJ, Mao H, Yang X. Jeong J, et al. Quant Imaging Med Surg. 2019 Jul;9(7):1201-1213. doi: 10.21037/qims.2019.07.01. Quant Imaging Med Surg. 2019. PMID: 31448207 Free PMC article.

9

Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning.

Lei Y, Shu HK, Tian S, Jeong JJ, Liu T, Shim H, Mao H, Wang T, Jani AB, Curran WJ, Yang X. Lei Y, et al. Among authors: jeong jj. J Med Imaging (Bellingham). 2018 Jul;5(3):034001. doi: 10.1117/1.JMI.5.3.034001. Epub 2018 Aug 24. J Med Imaging (Bellingham). 2018. PMID: 30155512 Free PMC article.

10

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model.

Lei Y, Jeong JJ, Wang T, Shu HK, Patel P, Tian S, Liu T, Shim H, Mao H, Jani AB, Curran WJ, Yang X. Lei Y, et al. Among authors: jeong jj. J Med Imaging (Bellingham). 2018 Oct;5(4):043504. doi: 10.1117/1.JMI.5.4.043504. Epub 2018 Dec 5. J Med Imaging (Bellingham). 2018. PMID: 30840748 Free PMC article.

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