Jianming Liang
South China Normal University(CN)The Art Institutes(US)Arizona State University(US)
Publications by Year
Research Areas
AI in cancer detection, COVID-19 diagnosis using AI, Radiomics and Machine Learning in Medical Imaging, Atmospheric and Environmental Gas Dynamics, Colorectal Cancer Screening and Detection
Most-Cited Works
- → UNet++: A Nested U-Net Architecture for Medical Image Segmentation(2018)8,567 cited
- → UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation(2019)3,910 cited
- → Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?(2016)3,083 cited
- → Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information(2015)1,056 cited
- → Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge(2017)417 cited
- → Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally(2017)415 cited