Jianming Liang

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

Computing, Biomedical Engineering, Radiology +11

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · IEEE Transactions on Medical Imaging · 2019 · 4.1K citations · Full text

Computing, Computer Science, Radiology +17

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Nima Tajbakhsh, J. Shin, Suryakanth Gurudu et al. · IEEE Transactions on Medical Imaging · 2016 · 3.2K citations · Full text

Computing, Computer Science, Radiology +15

Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information

Nima Tajbakhsh, Suryakanth Gurudu, Jianming Liang · IEEE Transactions on Medical Imaging · 2015 · 1.1K citations

Computing, Computer Science, Biomedical Imaging +16

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge

Jorge Bernal, Nima Tajkbaksh, Bogdan J. Matuszewski et al. · IEEE Transactions on Medical Imaging · 2017 · 428 citations · Full text

Computing, Computer Science, Oncology +17