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Jianming Liang
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UNet++: A nested U-Net architecture for medical image segmentation
Z Zhou, MMR Siddiquee, N Tajbakhsh, J Liang
Deep learning in medical image analysis and multimodal learning for clinical …, 2018
66032018
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
32482016
UNet++: Redesigning skip connections to exploit multiscale features in image segmentation
Z Zhou, MMR Siddiquee, N Tajbakhsh, J Liang
IEEE transactions on medical imaging 39 (6), 1856-1867, 2019
25622019
Automated polyp detection in colonoscopy videos using shape and context information
N Tajbakhsh, SR Gurudu, J Liang
IEEE transactions on medical imaging 35 (2), 630-644, 2015
7362015
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
4762017
Comparative validation of polyp detection methods in video colonoscopy: results from the MICCAI 2015 endoscopic vision challenge
J Bernal, N Tajkbaksh, FJ Sanchez, BJ Matuszewski, H Chen, L Yu, ...
IEEE transactions on medical imaging 36 (6), 1231-1249, 2017
3932017
Models Genesis: Generic autodidactic models for 3D medical image analysis
Z Zhou, V Sodha, MMR Siddiquee, R Feng, N Tajbakhsh, MB Gotway, ...
International conference on medical image computing and computer-assisted …, 2019
3102019
Models Genesis
Z Zhou, V Sodha, J Pang, MB Gotway, J Liang
Medical image analysis 67, 101840, 2021
2612021
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study
RD Rudyanto, S Kerkstra, EM Van Rikxoort, C Fetita, PY Brillet, C Lefevre, ...
Medical image analysis 18 (7), 1217-1232, 2014
1732014
Automatic polyp detection in colonoscopy videos using an ensemble of convolutional neural networks
N Tajbakhsh, SR Gurudu, J Liang
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 79-83, 2015
1682015
Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks
N Tajbakhsh, MB Gotway, J Liang
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
1602015
United snakes
J Liang, T McInerney, D Terzopoulos
Medical image analysis 10 (2), 215-233, 2006
1522006
Computer-aided detection (CAD) for CT colonography: a tool to address a growing need
L Bogoni, P Cathier, M Dundar, A Jerebko, S Lakare, J Liang, ...
The British Journal of Radiology 78 (suppl_1), S57-S62, 2005
1252005
Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization
MMR Siddiquee, Z Zhou, N Tajbakhsh, R Feng, MB Gotway, Y Bengio, ...
Proceedings of the IEEE/CVF international conference on computer vision, 191-200, 2019
1062019
Under-reporting of greenhouse gas emissions in US cities
KR Gurney, J Liang, G Roest, Y Song, K Mueller, T Lauvaux
Nature communications 12 (1), 553, 2021
992021
Computer aided detection of pulmonary embolism with tobogganing and mutiple instance classification in CT pulmonary angiography
J Liang, J Bi
Biennial International Conference on Information Processing in Medical …, 2007
952007
Automatic sky view factor estimation from street view photographs—A big data approach
J Liang, J Gong, J Sun, J Zhou, W Li, Y Li, J Liu, S Shen
Remote Sensing 9 (5), 411, 2017
942017
Transferable visual words: Exploiting the semantics of anatomical patterns for self-supervised learning
F Haghighi, MRH Taher, Z Zhou, MB Gotway, J Liang
IEEE transactions on medical imaging 40 (10), 2857-2868, 2021
932021
Medical diagnostic ultrasound characterization of cardiac motion
J Liang, S Krishnan, R Rao
US Patent App. 11/184,598, 2006
932006
Surrogate supervision for medical image analysis: Effective deep learning from limited quantities of labeled data
N Tajbakhsh, Y Hu, J Cao, X Yan, Y Xiao, Y Lu, J Liang, D Terzopoulos, ...
2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019
902019
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