Sohn JH - Search Results

1

Radiomics and Deep Learning to Predict Pulmonary Nodule Metastasis at CT.

Sohn JH, Fields BKK. Sohn JH, et al. Radiology. 2024 Apr;311(1):e233356. doi: 10.1148/radiol.233356. Radiology. 2024. PMID: 38591975 No abstract available.

2

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.

3

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

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

Radiomics and Computerized Analysis of CT Images: Looking Forward.

Elicker BM, Sohn JH. Elicker BM, et al. Among authors: sohn jh. Radiol Cardiothorac Imaging. 2020 Dec 17;2(6):e200589. doi: 10.1148/ryct.2020200589. eCollection 2020 Dec. Radiol Cardiothorac Imaging. 2020. PMID: 33779641 Free PMC article. No abstract available.

6

Using Radiomics for Risk Stratification: Where We Need to Go.

Hsu W, Sohn JH. Hsu W, et al. Among authors: sohn jh. Radiology. 2022 Feb;302(2):435-437. doi: 10.1148/radiol.2021212085. Epub 2021 Nov 2. Radiology. 2022. PMID: 34726541 Free PMC article. No abstract available.

7

An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study.

Serapio A, Chaudhari G, Savage C, Lee YJ, Vella M, Sridhar S, Schroeder JL, Liu J, Yala A, Sohn JH. Serapio A, et al. Among authors: sohn jh. BMC Med Imaging. 2024 Sep 27;24(1):254. doi: 10.1186/s12880-024-01435-w. BMC Med Imaging. 2024. PMID: 39333958 Free PMC article.

8

RadSearch, a Semantic Search Model for Accurate Radiology Report Retrieval with Large Language Model Integration.

Savage CH, Chaudhari G, Smith AD, Sohn JH. Savage CH, et al. Among authors: sohn jh. Radiology. 2025 Apr;315(1):e240686. doi: 10.1148/radiol.240686. Radiology. 2025. PMID: 40232140

9

Development and validation of a risk nomogram predicting pneumothorax requiring chest tube placement post-percutaneous CT-guided lung biopsy.

Bondarenko M, Zhang J, Baal UH Jr, Lam B, Chaudhari G, Lee YJ, Schroeder J, Vella M, Haas B, Vu T, Kallianos K, Liu J, Sridhar S, Elicker B, Sohn JH. Bondarenko M, et al. Among authors: sohn jh. BMC Med Imaging. 2025 Jul 1;25(1):220. doi: 10.1186/s12880-025-01794-y. BMC Med Imaging. 2025. PMID: 40597819 Free PMC article.

10

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.

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