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Jae Y. Shin
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Convolutional neural networks for medical image analysis: Full training or fine tuning?
N Tajbakhsh, JY Shin, SR Gurudu, RT Hurst, CB Kendall, MB Gotway, ...
IEEE transactions on medical imaging 35 (5), 1299-1312, 2016
31242016
Fine-tuning convolutional neural networks for biomedical image analysis: actively and incrementally
Z Zhou, J Shin, L Zhang, S Gurudu, M Gotway, J Liang
Proceedings of the IEEE conference on computer vision and pattern …, 2017
4622017
Automating carotid intima-media thickness video interpretation with convolutional neural networks
J Shin, N Tajbakhsh, RT Hurst, CB Kendall, J Liang
Proceedings of the IEEE conference on computer vision and pattern …, 2016
712016
Active, continual fine tuning of convolutional neural networks for reducing annotation efforts
Z Zhou, JY Shin, SR Gurudu, MB Gotway, J Liang
Medical image analysis 71, 101997, 2021
492021
Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation
N Tajbakhsh, JY Shin, MB Gotway, J Liang
Medical image analysis 58, 101541, 2019
452019
Automatic polyp detection in colonoscopy videos
Z Yuan, M Izadyyazdanabadi, D Mokkapati, R Panvalkar, JY Shin, ...
Medical Imaging 2017: Image Processing 10133, 718-727, 2017
412017
On the necessity of fine-tuned convolutional neural networks for medical imaging
N Tajbakhsh, JY Shin, SR Gurudu, R Todd Hurst, CB Kendall, MB Gotway, ...
Deep Learning and Convolutional Neural Networks for Medical Image Computing …, 2017
212017
Automatic interpretation of carotid intima–media thickness videos using convolutional neural networks
N Tajbakhsh, JY Shin, RT Hurst, CB Kendall, J Liang
Deep learning for medical image analysis, 105-131, 2017
162017
AFT*: Integrating active learning and transfer learning to reduce annotation efforts
Z Zhou, JY Shin, SR Gurudu, MB Gotway, J Liang
arXiv preprint arXiv:1802.00912, 2018
152018
Method and apparatus for video interpretation of carotid intima-media thickness
JY Shin, N Tajbakhsh, J Liang
US Patent 9,924,927, 2018
72018
Method and apparatus for detection and visualization of pulmonary embolism
J Liang, N Tajbakhsh, J Shin
US Patent 11,100,685, 2021
32021
A unified framework based on convolutional neural networks for interpreting carotid intima-media thickness videos
J Shin
Arizona State University, 2016
12016
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