Lee K - Search Results

1

Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models.

Kim JW, Lee K, Kim HJ, Park HC, Hwang JY, Park SW, Kong HJ, Kim JY. Kim JW, et al. Among authors: lee k. Am J Respir Crit Care Med. 2024 Jul 15;210(2):211-221. doi: 10.1164/rccm.202304-0767OC. Am J Respir Crit Care Med. 2024. PMID: 38471111

2

Imbalanced Loss-Integrated Deep-Learning-Based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear.

Lee K, Kim JY, Lee MH, Choi CH, Hwang JY. Lee K, et al. Among authors: lee mh. Sensors (Basel). 2021 Mar 22;21(6):2214. doi: 10.3390/s21062214. Sensors (Basel). 2021. PMID: 33809972 Free PMC article.

3

Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment.

Lee H, Chai YJ, Joo H, Lee K, Hwang JY, Kim SM, Kim K, Nam IC, Choi JY, Yu HW, Lee MC, Masuoka H, Miyauchi A, Lee KE, Kim S, Kong HJ. Lee H, et al. Among authors: lee mc, lee k, lee ke. JMIR Med Inform. 2021 May 18;9(5):e25869. doi: 10.2196/25869. JMIR Med Inform. 2021. PMID: 33858817 Free PMC article.

4

Intelligent smartphone-based multimode imaging otoscope for the mobile diagnosis of otitis media.

Cavalcanti TC, Lew HM, Lee K, Lee SY, Park MK, Hwang JY. Cavalcanti TC, et al. Among authors: lee sy, lee k. Biomed Opt Express. 2021 Nov 23;12(12):7765-7779. doi: 10.1364/BOE.441590. eCollection 2021 Dec 1. Biomed Opt Express. 2021. PMID: 35003865 Free PMC article.

5

Fully-automatic deep learning-based analysis for determination of the invasiveness of breast cancer cells in an acoustic trap.

Youn S, Lee K, Son J, Yang IH, Hwang JY. Youn S, et al. Among authors: lee k. Biomed Opt Express. 2020 May 11;11(6):2976-2995. doi: 10.1364/BOE.390558. eCollection 2020 Jun 1. Biomed Opt Express. 2020. PMID: 32637236 Free PMC article.

6

Smartphone-based spectral imaging otoscope: System development and preliminary study for evaluation of its potential as a mobile diagnostic tool.

Cavalcanti TC, Kim S, Lee K, Lee SY, Park MK, Hwang JY. Cavalcanti TC, et al. Among authors: lee sy, lee k. J Biophotonics. 2020 Jun;13(6):e2452. doi: 10.1002/jbio.201960213. Epub 2020 Mar 21. J Biophotonics. 2020. PMID: 32141237

7

Deep-learning model associating lateral cervical radiographic features with Cormack-Lehane grade 3 or 4 glottic view.

Cho HY, Lee K, Kong HJ, Yang HL, Jung CW, Park HP, Hwang JY, Lee HC. Cho HY, et al. Among authors: lee k, lee hc. Anaesthesia. 2023 Jan;78(1):64-72. doi: 10.1111/anae.15874. Epub 2022 Oct 5. Anaesthesia. 2023. PMID: 36198200 Free article.

8

Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases.

Lee K, Cavalcanti TC, Kim S, Lew HM, Suh DH, Lee DH, Hwang JY. Lee K, et al. Among authors: lee dh. IEEE J Biomed Health Inform. 2023 Jan;27(1):176-187. doi: 10.1109/JBHI.2022.3193685. Epub 2023 Jan 4. IEEE J Biomed Health Inform. 2023. PMID: 35877797 Clinical Trial.

9

Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy Through Deep Learning-Based Coarse-to-Fine Shape Estimation.

Lee K, Lee MH, Kang D, Kim S, Chang JH, Oh SJ, Hwang JY. Lee K, et al. Among authors: lee mh. IEEE Trans Ultrason Ferroelectr Freq Control. 2024 Jul;71(7):775-785. doi: 10.1109/TUFFC.2024.3350033. Epub 2024 Jul 9. IEEE Trans Ultrason Ferroelectr Freq Control. 2024. PMID: 38190679

10

Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image.

Lee H, Lee MH, Youn S, Lee K, Lew HM, Hwang JY. Lee H, et al. Among authors: lee mh, lee k. IEEE Trans Ultrason Ferroelectr Freq Control. 2022 Sep;69(9):2638-2650. doi: 10.1109/TUFFC.2022.3193640. Epub 2022 Aug 26. IEEE Trans Ultrason Ferroelectr Freq Control. 2022. PMID: 35877808

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