Sohn JH - Search Results

1

Development and Validation of Deep Learning-based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs.

Nam JG, Park S, Hwang EJ, Lee JH, Jin KN, Lim KY, Vu TH, Sohn JH, Hwang S, Goo JM, Park CM. Nam JG, et al. Among authors: sohn jh. Radiology. 2019 Jan;290(1):218-228. doi: 10.1148/radiol.2018180237. Epub 2018 Sep 25. Radiology. 2019. PMID: 30251934

2

Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.

Trivedi HM, Panahiazar M, Liang A, Lituiev D, Chang P, Sohn JH, Chen YY, Franc BL, Joe B, Hadley D. Trivedi HM, et al. Among authors: sohn jh. J Digit Imaging. 2019 Feb;32(1):30-37. doi: 10.1007/s10278-018-0105-8. J Digit Imaging. 2019. PMID: 30128778 Free PMC article.

3

A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using ¹⁸F-FDG PET of the Brain.

Ding Y, Sohn JH, Kawczynski MG, Trivedi H, Harnish R, Jenkins NW, Lituiev D, Copeland TP, Aboian MS, Mari Aparici C, Behr SC, Flavell RR, Huang SY, Zalocusky KA, Nardo L, Seo Y, Hawkins RA, Hernandez Pampaloni M, Hadley D, Franc BL. Ding Y, et al. Among authors: sohn jh. Radiology. 2019 Feb;290(2):456-464. doi: 10.1148/radiol.2018180958. Epub 2018 Nov 6. Radiology. 2019. PMID: 30398430 Free PMC article.

4

Development and Validation of a Multitask Deep Learning Model for Severity Grading of Hip Osteoarthritis Features on Radiographs.

von Schacky CE, Sohn JH, Liu F, Ozhinsky E, Jungmann PM, Nardo L, Posadzy M, Foreman SC, Nevitt MC, Link TM, Pedoia V. von Schacky CE, et al. Among authors: sohn jh. Radiology. 2020 Apr;295(1):136-145. doi: 10.1148/radiol.2020190925. Epub 2020 Feb 4. Radiology. 2020. PMID: 32013791 Free PMC article.

5

High precision localization of pulmonary nodules on chest CT utilizing axial slice number labels.

Chillakuru YR, Kranen K, Doppalapudi V, Xiong Z, Fu L, Heydari A, Sheth A, Seo Y, Vu T, Sohn JH. Chillakuru YR, et al. Among authors: sohn jh. BMC Med Imaging. 2021 Apr 9;21(1):66. doi: 10.1186/s12880-021-00594-4. BMC Med Imaging. 2021. PMID: 33836677 Free PMC article.

6

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.

Krogue JD, Cheng KV, Hwang KM, Toogood P, Meinberg EG, Geiger EJ, Zaid M, McGill KC, Patel R, Sohn JH, Wright A, Darger BF, Padrez KA, Ozhinsky E, Majumdar S, Pedoia V. Krogue JD, et al. Among authors: sohn jh. Radiol Artif Intell. 2020 Mar 25;2(2):e190023. doi: 10.1148/ryai.2020190023. eCollection 2020 Mar. Radiol Artif Intell. 2020. PMID: 33937815 Free PMC article.

7

CT-less Direct Correction of Attenuation and Scatter in the Image Space Using Deep Learning for Whole-Body FDG PET: Potential Benefits and Pitfalls.

Yang J, Sohn JH, Behr SC, Gullberg GT, Seo Y. Yang J, et al. Among authors: sohn jh. Radiol Artif Intell. 2020 Dec 2;3(2):e200137. doi: 10.1148/ryai.2020200137. eCollection 2021 Mar. Radiol Artif Intell. 2020. PMID: 33937860 Free PMC article.

8

Algorithmic Prediction of Delayed Radiology Turn-Around-Time during Non-Business Hours.

Shah V, Chillakuru YR, Rybkin A, Seo Y, Vu T, Sohn JH. Shah V, et al. Among authors: sohn jh. Acad Radiol. 2022 May;29(5):e82-e90. doi: 10.1016/j.acra.2021.05.026. Epub 2021 Jun 27. Acad Radiol. 2022. PMID: 34187741 Free article.

9

AI MSK clinical applications: cartilage and osteoarthritis.

Joseph GB, McCulloch CE, Sohn JH, Pedoia V, Majumdar S, Link TM. Joseph GB, et al. Among authors: sohn jh. Skeletal Radiol. 2022 Feb;51(2):331-343. doi: 10.1007/s00256-021-03909-2. Epub 2021 Nov 4. Skeletal Radiol. 2022. PMID: 34735607 Review.

10

Prediction of future healthcare expenses of patients from chest radiographs using deep learning: a pilot study.

Sohn JH, Chen Y, Lituiev D, Yang J, Ordovas K, Hadley D, Vu TH, Franc BL, Seo Y. Sohn JH, et al. Sci Rep. 2022 May 18;12(1):8344. doi: 10.1038/s41598-022-12551-4. Sci Rep. 2022. PMID: 35585177 Free PMC article.

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