Nima Tajbakhsh
Nima Tajbakhsh
Email verificata su asu.edu
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
16882016
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
8582018
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
2352015
Comparative validation of polyp detection methods in video colonoscopy: results from the MICCAI 2015 endoscopic vision challenge
J Bernal, N Tajkbaksh, FJ Sánchez, BJ Matuszewski, H Chen, L Yu, ...
IEEE transactions on medical imaging 36 (6), 1231-1249, 2017
1902017
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
1832019
Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation
N Tajbakhsh, L Jeyaseelan, Q Li, JN Chiang, Z Wu, X Ding
Medical Image Analysis 63, 101693, 2020
1412020
Comparing two classes of end-to-end machine-learning models in lung nodule detection and classification: MTANNs vs. CNNs
N Tajbakhsh, K Suzuki
Pattern recognition 63, 476-486, 2017
1242017
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
1112015
Computer-aided diagnosis for colonoscopy
Y Mori, S Kudo, TM Berzin, M Misawa, K Takeda
Endoscopy 49 (8), 813, 2017
912017
Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks
N Tajbakhsh, MB Gotway, J Liang
International Conference on Medical Image Computing and Computer-Assisted …, 2015
902015
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
822019
A comprehensive computer-aided polyp detection system for colonoscopy videos
N Tajbakhsh, SR Gurudu, J Liang
International Conference on Information Processing in Medical Imaging, 327-338, 2015
532015
Automatic polyp detection using global geometric constraints and local intensity variation patterns
N Tajbakhsh, SR Gurudu, J Liang
International Conference on Medical Image Computing and Computer-Assisted …, 2014
462014
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
Graph embedding to improve supervised classification and novel class detection: application to prostate cancer
A Madabhushi, J Shi, M Rosen, JE Tomaszeweski, MD Feldman
International Conference on Medical Image Computing and Computer-Assisted …, 2005
392005
A classification-enhanced vote accumulation scheme for detecting colonic polyps
N Tajbakhsh, SR Gurudu, J Liang
International MICCAI Workshop on Computational and Clinical Challenges in …, 2013
352013
Automatic segmentation of pulmonary lobes using a progressive dense V-network
AAZ Imran, A Hatamizadeh, SP Ananth, X Ding, D Terzopoulos, ...
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
312018
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
272019
Automatic polyp detection from learned boundaries
N Tajbakhsh, C Chi, SR Gurudu, J Liang
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 97-100, 2014
252014
Robust iris verification based on local and global variations
N Tajbakhsh, BN Araabi, H Soltanian-Zadeh
EURASIP Journal on Advances in Signal Processing 2010, 1-12, 2010
232010
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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