J. Shin

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

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

Zongwei Zhou, J. Shin, Lei Zhang et al. · 2017 · 420 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Active, continual fine tuning of convolutional neural networks for reducing annotation efforts

Zongwei Zhou, J. Shin, Suryakanth Gurudu et al. · Medical Image Analysis · 2021 · 64 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks

J. Shin, Nima Tajbakhsh, R. Todd Hurst et al. · 2016 · 60 citations

Medicine, Cardiology, Radiology +13

Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation

Nima Tajbakhsh, J. Shin, Michael B. Gotway et al. · Medical Image Analysis · 2019 · 59 citations · Full text

Medicine, Computer Science, Radiology +16