Publications by authors named "Junyu Mi"
Depolymerization of carbohydrate biomass using a long-chain alcohol (transglycosylation) to produce alkyl glycoside-based bio-surfactants has been gaining industrial interest. This study introduces microwave-assisted transglycosylation in transforming wheat bran, a substantial agricultural side stream, into these valuable compounds. Compared to traditional heating, microwave-assisted processing significantly enhances the product yield by 53 % while reducing the reaction time by 72 %, achieving a yield of 29 % within 5 h.
View Article and Find Full Text PDFBackground: Ultrasound three-dimensional visualization, a cutting-edge technology in medical imaging, enhances diagnostic accuracy by providing a more comprehensive and readable portrayal of anatomical structures compared to traditional two-dimensional ultrasound. Crucial to this visualization is the segmentation of multiple targets. However, challenges like noise interference, inaccurate boundaries, and difficulties in segmenting small structures exist in the multi-target segmentation of ultrasound images.
View Article and Find Full Text PDFArticle Synopsis
- Ultra-widefield fundus (UWF) imaging offers a 200° view of the retina, helping detect peripheral lesions better than traditional methods, but lacks strong diagnostic capabilities.
- This study developed an automated model using YOLOX to identify and locate six common peripheral retinal lesions from UWF images, facilitating early screening and rapid diagnosis.
- The model achieved high accuracy rates (up to 96.64%) and maintained excellent sensitivity and specificity across multiple datasets, indicating its effectiveness in diagnosing retinal lesions.