3 papers
cs.CV2024
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation
Liangrui Pan, Mao Huang, Lian Wang +2
Hematoxylin and Eosin (H&E) staining of whole slide images (WSIs) is considered the gold standard for pathologists and medical practitioners for tumor diagnosis, surgical planning,…
cs.CV2022
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification
Liangrui Pan, Lian Wang, Zhichao Feng +3
Colorectal cancer (CRC) is among the top three malignant tumor types in terms of morbidity and mortality. Histopathological images are the gold standard for diagnosing colon cancer…
eess.IV2022
Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma
Liangrui Pan, Hetian Wang, Lian Wang +5
The degree of malignancy of osteosarcoma and its tendency to metastasize/spread mainly depend on the pathological grade (determined by observing the morphology of the tumor under a…