PUBLICATIONS

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Selective Publications:

Molecular insights into the mechanism between the structural and mechanical properties of glycol chitosan methacrylate hydrogels

KH Chang, CH Wu, ZJ Gao, YC Su, KT Wong, YC Yeh, J Yu, CC Chou

Carbohydrate Polymers (2025), 123872

Machine learning models to evaluate mortality in pediatric patients with pneumonia in the intensive care unit

SR Lin, JH Wu, YC Liu, PH Chiu, TH Chang, ET Wu, CC Chou, LY Chang, FP Lai

Pediatric Pulmonology (2024).

Outcomes of pediatric community‐acquired pneumonia before and after national pneumococcal immunization in Taiwan

IF Chang, IF Lin, YC Liu, CC Chou, TH Chang, TY Yen, CY Lu, LY Chang, F Lai, LM Huang

Pediatric Pulmonology 58.11 (2023): 3246-3254.

Machine learning model for preoperative assessment of ultrasound diathermy with implants

HC Hsu, SR Lin, HW Chen, CC Chou, SW Chang, CW Huang

International Journal of Thermal Sciences 193 (2023): 108499.

Effects of the Degree of Phenol Substitution on Molecular Structures and Properties of Chitosan-Phenol-Based Self-Healing Hydrogels

TY Gong, S Hsu, SW Chang, CC Chou

ACS Biomaterials Science & Engineering 9.11 (2023): 6146-6155.

Clinical characteristics of hospitalized children with community-acquired pneumonia and respiratory infections: Using machine learning approaches to support pathogen prediction at admission

TH Chang, YC Liu, SR Lin, PH Chiu, CC Chou, LY Chang, FP Lai

Journal of Microbiology, Immunology and Infection (2023).

Molecular interactions of tannic acid and matrix metalloproteinases 2 and 9

YT Chiang, YB Xiao, S Hsu, SW Chang, CC Chou

Computational and Structural Biotechnology Journal 21 (2023): 2792-2800.

Unraveling the molecular mechanism of collagen flexibility during physiological warmup using molecular dynamics simulation and machine learning

WH Hui, PH Chiu, II Ng, SW Chang, CC Chou, HH Chen

Computational and Structural Biotechnology Journal 21(2023), 1630-1638

Tough, Self-Healing, and Conductive Elastomer─ Ionic PEGgel

Zhenwu Wang, Yu-cheng Lai, Ya-tang Chiang, Johannes Martin Scheiger, Shuai Li, Zheqin Dong, Qianyu Cai, Sida Liu, Shan-hui Hsu, Chia-ching Chou, and Pavel A. Levkin

ACS Applied Materials & Interfaces 14.44 (2022): 50152-50162.

Effect of mutations on the hydrophobic interactions of the hierarchical molecular structure and mechanical properties of epithelial keratin 1/10

TL Huang, CC Chou

International Journal of Biological Macromolecules 212 (2022), 442-450

Atomistic simulation of mutation effect on the hierarchical structure and mechanics of human epithelial keratin K1/K10

CC Chou, TL Huang, CY Pan

Biophysical Journal 121.3 (2022): 322a.

Evaluation of the need for intensive care in children with Pneumonia: machine learning approach

YC Liu, HY Cheng, TH Chang, TW Ho, TC Liu, TY Yen, CC Chou, LY Chang, F Lai

JMIR Medical Informatics 10.1 (2022), e28934

Molecular origin of the effects of mutation on the structure and mechanical properties of human epithelial keratin K5/K14

CY Pan, CC Chou