Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images

Wenyuan Li, Jiayun Li, Karthik V. Sarma, +5

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyPathology +22

Sleep homeostasis regulated by 5HT2b receptor in a small subset of neurons in the dorsal fan-shaped body of drosophila

Yongjun Qian, Yue Cao, Bowen Deng, +6

eLife

A multi-resolution model for histopathology image classification and localization with multiple instance learning

Jiayun Li, Wenyuan Li, Anthony Sisk, +4

Computers in Biology and Medicine

Multi-resolution ModelMultiple Instance LearningMachine VisionImage AnalysisMedical Imaging +12

Vertical distribution of bacterial community structure in the sediments of two eutrophic lakes revealed by denaturing gradient gel electrophoresis (DGGE) and multivariate analysis techniques

Jin Zeng, Liuyan Yang, Jiayun Li, +4

World Journal of Microbiology and Biotechnology

Microbial DiversityHydrobiologyGradient Gel ElectrophoresisBacterial Community StructureMicrobial Ecology +5

A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.

Jiayun Li, Karthik V. Sarma, King Chung Ho, +3

PubMed

EngineeringDigital PathologyDiagnostic ImagingImage AnalysisRadical Prostatectomies +20

Semantic segmentation for prostate cancer grading by convolutional neural networks

Zhaoxuan Ma, Jiayun Li, Hootan Salemi, +4

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyProstate Adenocarcinoma +18

Effect of the “coal to gas” project on atmospheric NOX during the heating period at a suburban site between Beijing and Tianjin

Shuman Zhao, Bo Hu, Wenkang Gao, +10

Atmospheric Research

Clean Coal TechnologyEarth ScienceEngineeringAtmospheric ScienceAtmospheric Nox +7

Effect of berberine on hyperglycaemia and gut microbiota composition in type 2 diabetic Goto-Kakizaki rats

Jindong Zhao, Yan Li, Min Sun, +10

World Journal of Gastroenterology

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies

Jiayun Li, William Speier, King Chung Ho, +4

Computerized Medical Imaging and Graphics

EngineeringMachine LearningDigital PathologyPathologyDiagnostic Imaging +16

High resolution histopathology image generation and segmentation through adversarial training

Wenyuan Li, Jiayun Li, Jennifer Polson, +3

Medical Image Analysis

Image AnalysisEngineeringDeep LearningMedical ImagingDigital Pathology +10