1. Review paper

2. Review paper

3. Imaging Bone Biomarker

22. Lee Y†, Lee MR†, Hong SK, R. K. Surowiec*, J. Kang*,
“Echocardiographic Radiomic Features of the Left Ventricular Myocardium Differ Across Hepatic Steatosis Subtypes”

Under Review (2026)

21. Lee Y, D. Deiwert, O. Guith, A. Walker, C. Newman, S. Hong, M. Lee, M. Hubal, R. K. Surowiec*,
“nnU-Net-Based Multi-Class Muscle Segmentation in Multi-Institutional MRI: Challenges in Tissue Delineation and Cross-Site Generalization”

In Revision (2026)

20. Lee Y, S. Hong, M. Lee, C. Seo, S. Park, K. J. Lim, S. M. Moe, J. Warden, R. K. Surowiec*,
“Radiomics Identifies Distinct Cortical Bone Texture Alterations in Patients with CKD Using HR-pQCT"

Nature Bone Research (2026) IF:20

19. Lee Y, Bandara WR, Hong SK, Jain S, Chin C, Kasumarthi N, Warden SJ, Surowiec RK*,
“Radiomics Reveals Mineral, Collagen, and Water Contributions to Bone Texture”

In Revision (2026)

18. Lee Y†, Lee MR†, R. K. Surowiec*, J. Kang*.
“Radiomics-Based Carotid Ultrasound Identifies Patterns Associated with Severe Coronary Calcification in the Absence of Carotid Plaque”

 Journal of Ultrasound in Medicine (2026)

17. Lee. Y†, S. Hong†, J. Jeong, C. H. Lee*, R. Surowiec*,
“A Sensor-to-Algorithm Framework for Respiration Monitoring: Stretchable Strain Sensors Coupled with Machine Learning Feature Optimization”

Advanced Sensor Research, Front Cover (2026)

16. S. Hong† T. Park†, Y. Lee†, J. C. Mesa, T. Yu, Y. Ji, J. Lee, J. Jeong, S. Kang, D. R. Kim, Y. L. Kim, H. Lee, R. Surowiec*, L. D. Santos*, C. H. Lee*,
“Smart Garment for Continuous Respiration Monitoring in Canines”

ACS Sensors (2026)

15. Lee Y, Wong AKO, Hong S, Dillman D, Lim KJ, Moe SM, Warden SJ, Surowiec RK. “Radiomics and Machine

Learning for Characterizing CKD-Associated Cortical Bone Texture Patterns in HR-pQCT Tibia Scans: A Slice- and Patient-Level Methodological Framework”

Journal of Bone and Mineral Research Plus (JBMRPlus) (2026)

14. S. Hong, J. Mesa, Z. Niu, B. Xia, X. Liu, Q. Cheng, S. Park, J. Marrone, Y. Lee, A. Hudson, C. H. Lee, H. Lee, Y. Kim, T. Li,
“MycoTronics: Self-assembled bilayer mycelium hydrogel substrates for wearable electronics”

Submitted (2026)

13. S. Hong, X. Liu, B. Xia, Z. Niu, Y. Tian, P. Deng, J. C. Mesa, J. P. Marrone, S. Park, Y. Lee, C. H. Lee, H. Lee, Y. Kim, T. Li*,
“Biologically-assembled dual-layer mycelium hydrogel films for wearable sensing”

Submitted (2026)

12. S. Hong, J. Lee, T. Park, J. Jeong, H. Joo, J. C. Mesa, C. B. Alston, Y. Ji, J. Yi, Y. Lee, K. Won, L. Solorio, Y. L. Kim, H. Lee, D. R. Kim*, C. H. Lee*,
“Thermal Conductivity Enhancement in Tough and Environmentally Resilient Hydrogels”

Advanced Materials Interfaces e00752 (2025)

11. S. Hong, J. Lee, T. Park, J. Jeong, J. Lee, H. Joo, J. C. Mesa, C. B. Alston, Y. Ji, S. Ruiz, C. Barinaga, J. Yi, Y. Lee, J. Kim, K. Won, Y. L. Kim, L. Solorio, H. Lee, D. R. Kim*, C. H. Lee*, 

“Spider silk-inspired conductive hydrogel for enhanced toughness and environmental resilience via dense hierarchical structuring”

Advanced Science 12 (12), 2500397. (2025)

9. Lee Y, Surowiec RK. 

“Radiomic Texture Features Reveal Experimental Collagen and Water Loss in Cortical Bone”

Journal of Bone and Mineral Research (2025)

8. Lee Y, Bandara WR, Park S, Lee M, Seo C, Yang S, Lim KJ, Moe SM, Warden SJ, Surowiec RK. 

"Integrating deep learning and machine learning for improved CKD-related cortical bone assessment in HRpQCT images: A pilot study."

Bone Reports. Dec 26;24:101821 (2025).

7. Lee Y, & Surowiec, R. K. “Improving Early Chronic Kidney Disease Screening Using Machine Learning Classifiers and Textural Radiomics applied to HRpQCT Tibia Scans”

Journal of Bone and Mineral Research. Vol. 39 (pp. 14) (2024).

6. Lee Y, Park, M., Park, S., Warden, S., & Surowiec, R.
“Automated Segmentation Scheme to Evaluate CKD Patient Bone HR-pQCT images using a Trained Deep Learning Model”

Journal of Bone and Mineral Research. Vol. 38 (pp. 92) (2023).

5. Lee Y, Min J.W.
“Analysis on Optimal Approach of Blind Deconvolution Algorithm in Chest CT Imaging"

Journal of Radiological Science and Technology. vol.45, no.2 pp.145-150 (2023).

4. Lee Y, Kim SC, KIM SC, Back KM, Yoon YS, Lee JW, Lim CH, Jeong SH, Jeong HW, Joe PK, Hong DH.
“The Method of Evaluating Digital Medical Image”

Daehak-Seorim Books (2022).

3. Lee Y, Min J.W.
“Comparison of Based on Histogram Equalization Techniques by Using Normalization in Thoracic Computed Tomography.”

Journal of Radiological Science and Technology. vol. 44, no.5 pp. 473–480 (2022).

2. Lee Y, Kim YK, Park JH, Hwang BJ.
“A Study on Patient Dose Reduction according to Change of SPR Direction in Thoracic CT Examination”

Korean Society of Computed Tomographic Technology (2020).

1. Lee Y, “Measurement of Noise Power Spectrum by Using Electronic Portal Imaging Devices in Radiation Therapy”

Shingu University Academic Journal (2016).