Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. - Jae Y. Shin; Nima Tajbakhsh; R. Todd Hurst; Christopher B. Kendall; Jianming Liang (CVPR, 2016)

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? - Nima Tajbakhsh; Jae Y. Shin; Suryakanth R. Gurudu; R. Todd Hurst; Christopher B. Kendall; Michael B. Gotway; Jianming Liang (IEEE Trans. Medical Imaging, 2016)

Automatic Interpretation of Carotid Intima-Media Thickness Videos Using Convolutional Neural Networks. - Nima Tajbakhsh; Jae Y. Shin; R. Todd Hurst; Christopher B. Kendall; Jianming Liang (Deep Learning for Medical Image Analysis, 2017)

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally. - Zongwei Zhou; Jae Y. Shin; Lei Zhang; Suryakanth R. Gurudu; Michael B. Gotway; Jianming Liang (CVPR, 2017)

Automatic polyp detection in colonoscopy videos. - Zijie Yuan; Mohammadhassan Izadyyazdanabadi; Divya Mokkapati; Rujuta Panvalkar; Jae Y. Shin; Nima Tajbakhsh; Suryakanth R. Gurudu; Jianming Liang (Image Processing, 2017)

On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging. - Nima Tajbakhsh; Jae Y. Shin; Suryakanth R. Gurudu; R. Todd Hurst; Christopher B. Kendall; Michael B. Gotway; Jianming Liang (Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017)

AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts. - Zongwei Zhou; Jae Y. Shin; Suryakanth R. Gurudu; Michael B. Gotway; Jianming Liang (CoRR, 2018)

Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation. - Zongwei Zhou; Jae Y. Shin; Ruibin Feng; R. Todd Hurst; Christopher B. Kendall; Jianming Liang (J. Digit. Imaging, 2019)

Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation. - Nima Tajbakhsh; Jae Y. Shin; Michael B. Gotway; Jianming Liang (Medical Image Anal., 2019)

Active, continual fine tuning of convolutional neural networks for reducing annotation efforts. - Zongwei Zhou; Jae Y. Shin; Suryakanth R. Gurudu; Michael B. Gotway; Jianming Liang (Medical Image Anal., 2021)