4 papers
MSR:Hybrid Field Modeling for CT-MRI Rigid-Deformable Registration of the Cervical Spine with an Annotated Dataset
Bohai Zhang, Wenjie Chen, Mu Li +8
Accurate CT-MRI registration of the cervical spine is essential for preoperative planning because this region is anatomically complex,highly variable,and vulnerable to injury of th…
Active Label Cleaning for Reliable Detection of Electron Dense Deposits in Transmission Electron Microscopy Images
Jieyun Tan, Shuo Liu, Guibin Zhang +4
Automated detection of electron dense deposits (EDD) in glomerular disease is hindered by the scarcity of high-quality labeled data. While crowdsourcing reduces annotation cost, it…
Cross-modal ultra-scale learning with tri-modalities of renal biopsy images for glomerular multi-disease auxiliary diagnosis
Kaixing Long, Danyi Weng, Yun Mi +8
Constructing a multi-modal automatic classification model based on three types of renal biopsy images can assist pathologists in glomerular multi-disease identification. However, t…
Glo-UMF: A Unified Multi-model Framework for Automated Morphometry of Glomerular Ultrastructural Characterization
Zhentai Zhang, Danyi Weng, Guibin Zhang +7
Background and Objective: To address the inability of single-model architectures to perform simultaneous analysis of complex glomerular ultrastructures, we developed Glo-UMF, a uni…