4 results match your criteria: "Guangzhou University of Traditional Chinese Medicine (TCM)[Affiliation]"
Colonoscopy polyp classification via enhanced scattering wavelet Convolutional Neural Network.
PLoS One
October 2024
School of Mathematics, Sun Yat-Sen University, Guangzhou, Guangdong, China.
Article Synopsis
- - Colorectal cancer (CRC) is a serious disease that can be detected early using colonoscopy, but identifying polyps visually can be challenging due to varying lighting conditions.
- - The article introduces a new technique called Enhanced Scattering Wavelet Convolutional Neural Network (ESWCNN) which combines CNN and Scattering Wavelet Transform to improve the accuracy of polyp classification.
- - ESWCNN achieved impressive results with 96.4% accuracy in classifying three types of polyps and 94.8% accuracy in a two-class scenario, showing it outperforms traditional CNN models in identifying different polyp types.
Cell unit-inspired natural nano-based biomaterials as versatile building blocks for bone/cartilage regeneration.
J Nanobiotechnology
August 2023
Institute of Translational Medicine, Shanghai University, Shanghai, 200444, China.
The regeneration of weight-bearing bone defects and critical-sized cartilage defects remains a significant challenge. A wide range of nano-biomaterials are available for the treatment of bone/cartilage defects. However, their poor compatibility and biodegradability pose challenges to the practical applications of these nano-based biomaterials.
View Article and Find Full Text PDFExpert consensus on the bone repair strategy for osteoporotic fractures in China.
Front Endocrinol (Lausanne)
November 2022
Institute of Translational Medicine, Shanghai University, Shanghai, China.
Osteoporotic fractures, also known as fragility fractures, are prevalent in the elderly and bring tremendous social burdens. Poor bone quality, weak repair capacity, instability, and high failure rate of internal fixation are main characteristics of osteoporotic fractures. Osteoporotic bone defects are common and need to be repaired by appropriate materials.
View Article and Find Full Text PDFBackground: More than 70% of patients with depression who see their doctors experience insomnia. Insomnia treatment is a very important link for depression treatment. Furthermore, antidepression treatment is also important for depression insomnia.
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