Shin K - Search Results

1

Orthopedic surgeon level joint angle assessment with artificial intelligence based on photography: a pilot study.

Ryu SM, Shin K, Doh CH, Ben H, Park JY, Koh KH, Shin H, Jeon IH. Ryu SM, et al. Among authors: shin k. Biomed Eng Lett. 2024 Sep 28;15(1):131-142. doi: 10.1007/s13534-024-00432-w. eCollection 2025 Jan. Biomed Eng Lett. 2024. PMID: 39781060

2

Enhanced diagnosis of pes planus and pes cavus using deep learning-based segmentation of weight-bearing lateral foot radiographs: a comparative observer study.

Ryu SM, Shin K, Shin SW, Lee SH, Seo SM, Koh SH, Ryu SA, Kim KH, Ko JH, Doh CH, Choi YR, Kim N. Ryu SM, et al. Among authors: shin k. Biomed Eng Lett. 2024 Nov 5;15(1):203-215. doi: 10.1007/s13534-024-00439-3. eCollection 2025 Jan. Biomed Eng Lett. 2024. PMID: 39781051

3

Automated diagnosis of flatfoot using cascaded convolutional neural network for angle measurements in weight-bearing lateral radiographs.

Ryu SM, Shin K, Shin SW, Lee SH, Seo SM, Cheon SU, Ryu SA, Kim MJ, Kim H, Doh CH, Choi YR, Kim N. Ryu SM, et al. Among authors: shin sw, shin k. Eur Radiol. 2023 Jul;33(7):4822-4832. doi: 10.1007/s00330-023-09442-1. Epub 2023 Mar 1. Eur Radiol. 2023. PMID: 36856842

4

Enhancement of evaluating flatfoot on a weight-bearing lateral radiograph of the foot with U-Net based semantic segmentation on the long axis of tarsal and metatarsal bones in an active learning manner.

Ryu SM, Shin K, Shin SW, Lee S, Kim N. Ryu SM, et al. Among authors: shin sw, shin k. Comput Biol Med. 2022 Jun;145:105400. doi: 10.1016/j.compbiomed.2022.105400. Epub 2022 Mar 14. Comput Biol Med. 2022. PMID: 35358752

5

Diagnosis of osteoporotic vertebral compression fractures and fracture level detection using multitask learning with U-Net in lumbar spine lateral radiographs.

Ryu SM, Lee S, Jang M, Koh JM, Bae SJ, Jegal SG, Shin K, Kim N. Ryu SM, et al. Among authors: shin k. Comput Struct Biotechnol J. 2023 Jun 27;21:3452-3458. doi: 10.1016/j.csbj.2023.06.017. eCollection 2023. Comput Struct Biotechnol J. 2023. PMID: 37457807 Free PMC article.

6

Automated landmark identification for diagnosis of the deformity using a cascade convolutional neural network (FlatNet) on weight-bearing lateral radiographs of the foot.

Ryu SM, Shin K, Shin SW, Lee SH, Seo SM, Cheon SU, Ryu SA, Kim JS, Ji S, Kim N. Ryu SM, et al. Among authors: shin sw, shin k. Comput Biol Med. 2022 Sep;148:105914. doi: 10.1016/j.compbiomed.2022.105914. Epub 2022 Aug 7. Comput Biol Med. 2022. PMID: 35961089

7

Screening of adolescent idiopathic scoliosis using generative adversarial network (GAN) inversion method in chest radiographs.

Lee JS, Shin K, Ryu SM, Jegal SG, Lee W, Yoon MA, Hong GS, Paik S, Kim N. Lee JS, et al. Among authors: shin k. PLoS One. 2023 May 22;18(5):e0285489. doi: 10.1371/journal.pone.0285489. eCollection 2023. PLoS One. 2023. PMID: 37216382 Free PMC article.

8

Overcoming the Challenges in the Development and Implementation of Artificial Intelligence in Radiology: A Comprehensive Review of Solutions Beyond Supervised Learning.

Hong GS, Jang M, Kyung S, Cho K, Jeong J, Lee GY, Shin K, Kim KD, Ryu SM, Seo JB, Lee SM, Kim N. Hong GS, et al. Among authors: shin k. Korean J Radiol. 2023 Nov;24(11):1061-1080. doi: 10.3348/kjr.2023.0393. Epub 2023 Aug 28. Korean J Radiol. 2023. PMID: 37724586 Free PMC article. Review.

9

Deep Learning-based Detection of Solid and Cystic Pancreatic Neoplasms at Contrast-enhanced CT.

Park HJ, Shin K, You MW, Kyung SG, Kim SY, Park SH, Byun JH, Kim N, Kim HJ. Park HJ, et al. Among authors: shin k. Radiology. 2023 Jan;306(1):140-149. doi: 10.1148/radiol.220171. Epub 2022 Aug 23. Radiology. 2023. PMID: 35997607

10

Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy.

Choi J, Shin K, Jung J, Bae HJ, Kim DH, Byeon JS, Kim N. Choi J, et al. Among authors: shin k. Clin Endosc. 2020 Mar;53(2):117-126. doi: 10.5946/ce.2020.054. Epub 2020 Mar 30. Clin Endosc. 2020. PMID: 32252504 Free PMC article.

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