5 papers
SCFANet: Style Distribution Constraint Feature Alignment Network For Pathological Staining Translation
Zetong Chen, Yuzhuo Chen, Hai Zhong +1
Immunohistochemical (IHC) staining serves as a valuable technique for detecting specific antigens or proteins through antibody-mediated visualization. However, the IHC staining pro…
Combining Radiomics and Machine Learning Approaches for Objective ASD Diagnosis: Verifying White Matter Associations with ASD
Junlin Song, Yuzhuo Chen, Yuan Yao +8
Autism Spectrum Disorder is a condition characterized by a typical brain development leading to impairments in social skills, communication abilities, repetitive behaviors, and sen…
A better approach to diagnose retinal diseases: Combining our Segmentation-based Vascular Enhancement with deep learning features
Yuzhuo Chen, Zetong Chen, Yuanyuan Liu
Abnormalities in retinal fundus images may indicate certain pathologies such as diabetic retinopathy, hypertension, stroke, glaucoma, retinal macular edema, venous occlusion, and a…
DAFFNet: A Dual Attention Feature Fusion Network for Classification of White Blood Cells
Yuzhuo Chen, Zetong Chen, Yunuo An +2
The precise categorization of white blood cell (WBC) is crucial for diagnosing blood-related disorders. However, manual analysis in clinical settings is time-consuming, labor-inten…
Accelerating molecular vibrational spectra simulations with a physically informed deep learning model
Yuzhuo Chen, Sebastian V. Pios, Maxim F. Gelin +1
In recent years, machine learning (ML) surrogate models have emerged as an indispensable tool to accelerate simulations of physical and chemical processes. However, there is still…