Jae Y. Shin

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 10

Top Topics

Biomedical Image Analysis

Transfer Learning

Pulmonary Embolism

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
Active, continual fine tuning of convolutional neural networks for reducing annotation efforts. Medical Image Anal. 71 (2021)
Nima Tajbakhsh, Jae Y. Shin, Michael B. Gotway, Jianming Liang
Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation. Medical Image Anal. 58 (2019)
Zongwei Zhou, Jae Y. Shin, Ruibin Feng, R. Todd Hurst, Christopher B. Kendall, Jianming Liang
Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation. J. Digit. Imaging 32 (2) (2019)
Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts. CoRR (2018)
Jae Y. Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang
Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. CoRR (2017)
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? CoRR (2017)
Zongwei Zhou, Jae Y. Shin, Lei Zhang, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally. CVPR (2017)
Zijie Yuan, Mohammadhassan Izadyyazdanabadi, Divya Mokkapati, Rujuta Panvalkar, Jae Y. Shin, Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automatic polyp detection in colonoscopy videos. Medical Imaging: Image Processing (2017)
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? IEEE Trans. Medical Imaging 35 (5) (2016)
Jae Y. Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang
Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. CVPR (2016)