| 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 | 553 | 2019 |
| 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 | 256 | 2019 |
| 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 | 58 | 2018 |
| 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 | 10 | 2018 |
| 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 | 8 | 2020 |
| 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 | 7 | 2022 |
| 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 | 7 | 2020 |
| 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 | 6 | 2022 |
| 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 | 5 | 2020 |
| 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 | 4 | 2023 |
| 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 | 4 | 2023 |
| 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 | 4 | 2022 |
| RETRACTED ARTICLE: Biparametric MR signal characteristics can predict histopathological measures of prostate cancer MNN To, JT Kwak European Radiology 32 (11), 8027-8038, 2022 | 2 | 2022 |
| 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 | 2 | 2020 |
| Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise F Fooladgar, MNN To, P Mousavi, P Abolmaesumi arXiv preprint arXiv:2308.06861, 2023 | 1 | 2023 |
| 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 | | 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 |
| Biparametric MR signal characteristics can predict histopathological measures of prostate cancer (Retraction of Vol 32, Pg 8027, 2022) MNN To, JT Kwak EUROPEAN RADIOLOGY 34 (1), 729-729, 2024 | | 2024 |
| 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 | | 2022 |
| Increasing Diagnostic Yield of Prostate Cancer During Ultrasound Guided Biopsy in the Presence of Label Noise MNN To, F Fooladgar, G Javadi, S Bayat, S Sojoudi, A Hurtado, S Chang, ... 2022 13th Information Processing in Computer- Assisted Interventions, 1-12, 2022 | | 2022 |
Jin Tae KwakKorea UniversityVerified email at korea.ac.kr
