Jae Y. Shin
Titolo
Citata da
Citata da
Anno
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
16912016
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
2522017
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
402016
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
162019
Automatic polyp detection in colonoscopy videos
Z Yuan, M IzadyYazdanabadi, D Mokkapati, R Panvalkar, JY Shin, ...
Medical Imaging 2017: Image Processing 10133, 101332K, 2017
162017
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
112017
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
102018
On the necessity of fine-tuned convolutional neural networks for medical imaging
N Tajbakhsh, JY Shin, SR Gurudu, RT Hurst, CB Kendall, MB Gotway, ...
Deep Learning and Convolutional Neural Networks for Medical Image Computing …, 2017
92017
Method and apparatus for video interpretation of carotid intima-media thickness
JY Shin, N Tajbakhsh, J Liang
US Patent 9,924,927, 2018
22018
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
12021
Method and apparatus for detection and visualization of pulmonary embolism
J Liang, N Tajbakhsh, J Shin
US Patent App. 16/556,135, 2020
12020
A unified framework based on convolutional neural networks for interpreting carotid intima-media thickness videos
J Shin
Arizona State University, 2016
12016
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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