| 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 | 3584 | 2016 |
| 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 | 507 | 2017 |
| 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 | 80 | 2016 |
| 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 | 63 | 2021 |
| 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 | 58 | 2019 |
| 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 | 47 | 2017 |
| 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 | 24 | 2017 |
| 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 | 17 | 2018 |
| 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 | 17 | 2017 |
| Method and apparatus for video interpretation of carotid intima-media thickness JY Shin, N Tajbakhsh, J Liang US Patent 9,924,927, 2018 | 11 | 2018 |
| Method and apparatus for detection and visualization of pulmonary embolism J Liang, N Tajbakhsh, J Shin US Patent 11,100,685, 2021 | 6 | 2021 |
| A unified framework based on convolutional neural networks for interpreting carotid intima-media thickness videos J Shin Arizona State University, 2016 | 1 | 2016 |