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Minh Nguyen Nhat To
Minh Nguyen Nhat To
Verified email at student.ubc.ca
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Year
Bach: Grand challenge on breast cancer histology images
G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ...
Medical image analysis 56, 122-139, 2019
5972019
Methods for segmentation and classification of digital microscopy tissue images
QD Vu, S Graham, T Kurc, MNN To, M Shaban, T Qaiser, NA Koohbanani, ...
Frontiers in bioengineering and biotechnology 7, 433738, 2019
2732019
Deep dense multi-path neural network for prostate segmentation in magnetic resonance imaging
MNN To, DQ Vu, B Turkbey, PL Choyke, JT Kwak
International journal of computer assisted radiology and surgery 13, 1687-1696, 2018
592018
Self-supervised learning with limited labeled data for prostate cancer detection in high frequency ultrasound
PFR Wilson, M Gilany, A Jamzad, F Fooladgar, MNN To, B Wodlinger, ...
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2023
112023
Towards confident detection of prostate cancer using high resolution micro-ultrasound
M Gilany, P Wilson, A Jamzad, F Fooladgar, MNN To, B Wodlinger, ...
International conference on medical image computing and computer-assisted …, 2022
102022
Micro and macro breast histology image analysis by partial network re-use
QD Vu, MNN To, E Kim, JT Kwak
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
102018
Uncertainty-aware deep ensemble model for targeted ultrasound-guided prostate biopsy
F Fooladgar, MNN To, G Javadi, S Samadi, S Bayat, S Sojoudi, ...
2022 IEEE 19th international symposium on biomedical imaging (ISBI), 1-5, 2022
92022
Complex cancer detector: Complex neural networks on non-stationary time series for guiding systematic prostate biopsy
G Javadi, MNN To, S Samadi, S Bayat, S Sojoudi, A Hurtado, S Chang, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
82020
Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke
MNN To, HJ Kim, HG Roh, YS Cho, JT Kwak
International Journal of Computer Assisted Radiology and Surgery 15, 151-162, 2020
82020
TRUSformer: Improving prostate cancer detection from micro-ultrasound using attention and self-supervision
M Gilany, P Wilson, A Perera-Ortega, A Jamzad, MNN To, F Fooladgar, ...
International Journal of Computer Assisted Radiology and Surgery 18 (7 …, 2023
62023
Coarse label refinement for improving prostate cancer detection in ultrasound imaging
MNN To, F Fooladgar, G Javadi, S Bayat, S Sojoudi, A Hurtado, S Chang, ...
International Journal of Computer Assisted Radiology and Surgery 17 (5), 841-847, 2022
42022
Improving dense pixelwise prediction of epithelial density using unsupervised data augmentation for consistency regularization
MNN To, S Sankineni, S Xu, B Turkbey, PA Pinto, V Moreno, M Merino, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
42020
Manifold DivideMix: A semi-supervised contrastive learning framework for severe label noise
F Fooladgar, MNN To, P Mousavi, P Abolmaesumi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
32024
RETRACTED ARTICLE: Biparametric MR signal characteristics can predict histopathological measures of prostate cancer
MNN To, JT Kwak
European Radiology 32 (11), 8027-8038, 2022
22022
Deep learning framework for epithelium density estimation in prostate multi-parametric magnetic resonance imaging
MNN To, S Sankineni, S Xu, B Turkbey, PL Choyke, PA Pinto, V Moreno, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 438-441, 2020
22020
Toward confident prostate cancer detection using ultrasound: a multi-center study
PFR Wilson, M Harmanani, MNN To, M Gilany, A Jamzad, F Fooladgar, ...
International Journal of Computer Assisted Radiology and Surgery, 1-9, 2024
12024
LensePro: Label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations
MNN To, F Fooladgar, P Wilson, M Harmanani, M Gilany, S Sojoudi, ...
International Journal of Computer Assisted Radiology and Surgery, 1-8, 2024
12024
Semi-supervised Learning from Coarse Histopathology Labels
F Fooladgara, MNN To, G Javadia, S Sojoudia, W Eshumanib, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
12022
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection
M Gilany, M Harmanani, P Wilson, MNN To, A Jamzad, F Fooladgar, ...
arXiv preprint arXiv:2407.12697, 2024
2024
Benchmarking image transformers for prostate cancer detection from ultrasound data
M Harmanani, PFR Wilson, F Fooladgar, A Jamzad, M Gilany, MNN To, ...
Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and …, 2024
2024
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