| Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies A Sedghi, M Pesteie, G Javadi, S Azizi, P Yan, JT Kwak, S Xu, B Turkbey, ... International journal of computer assisted radiology and surgery 14, 1009-1016, 2019 | 21 | 2019 |
| Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study G Javadi, S Samadi, S Bayat, M Pesteie, MH Jafari, S Sojoudi, C Kesch, ... International journal of computer assisted radiology and surgery 15, 1023–1031, 2020 | 11 | 2020 |
| Training deep networks for prostate cancer diagnosis using coarse histopathological labels G Javadi, S Samadi, S Bayat, S Sojoudi, A Hurtado, S Chang, P Black, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 10 | 2021 |
| Detecting atrial fibrillation in ICU telemetry data with weak labels B Chen, G Javadi, A Jamzad, A Hamilton, S Sibley, P Abolmaesumi, ... Machine learning for healthcare conference, 176-195, 2021 | 8 | 2021 |
| 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 targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection G Javadi, S Bayat, MM Kazemi Esfeh, S Samadi, A Sedghi, S Sojoudi, ... International Journal of Computer Assisted Radiology and Surgery 17, 121–128, 2021 | 7 | 2021 |
| Power and sub-channel optimization of JPEG 2000 image transmission over OFDM-based cognitive radio networks G Javadi, A Hajshirmohammadi, J Liang Signal Processing: Image Communication 58, 157-164, 2017 | 7 | 2017 |
| JPEG2000 image transmission over OFDM-based cognitive radio network G Javadi, A Hajshirmohammadi, J Liang 2015 International Conference and Workshop on Computing and Communication …, 2015 | 7 | 2015 |
| 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 |
| Characterizing the uncertainty of label noise in systematic ultrasound-guided prostate biopsy G Javadi, S Samadi, S Bayat, S Sojoudi, A Hurtado, S Chang, P Black, ... 2021 IEEE 18th International symposium on biomedical imaging (ISBI), 424-428, 2021 | 6 | 2021 |
| Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels B Chen, G Javadi, A Hamilton, S Sibley, P Laird, P Abolmaesumi, ... Scientific Reports 12 (1), 20140, 2022 | 4 | 2022 |
| Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data G Javadi, S Samadi, S Bayat, S Sojoudi, A Hurtado, W Eshumani, ... International Journal of Computer Assisted Radiology and Surgery 17 (9 …, 2022 | 4 | 2022 |
| 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 |
| A Reference-less Quality Metric for Automatic Speech Recognition via Contrastive-Learning of a Multi-Language Model with Self-Supervision KA Yuksel, T Ferreira, A Gunduz, M Al-Badrashiny, G Javadi IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2023 | 3 | 2023 |
| DynaShare: task and instance conditioned parameter sharing for multi-task learning E Rahimian, G Javadi, F Tung, G Oliveira Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 3 | 2023 |
| NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning KA Yuksel, T Ferreira, G Javadi, M El-Badrashiny, A Gunduz Proceeding of INTERSPEECH 2023, 466--470, 2023 | 2 | 2023 |
| An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation A Gunduz, KA Yuksel, K Darwish, G Javadi, F Minazzi, N Sobieski, ... arXiv preprint arXiv:2402.16380, 2024 | | 2024 |
| Word-Level ASR Quality Estimation for Efficient Corpus Sampling and Post-Editing through Analyzing Attentions of a Reference-Free Metric G Javadi, KA Yuksel, Y Kim, TC Ferreira, M Al-Badrashiny arXiv preprint arXiv:2401.11268, 2024 | | 2024 |
| System and method for machine learning architecture for multi-task learning with dynamic neural networks G Javadi, T Frederick, GL Oliveira US Patent App. 17/959,900, 2023 | | 2023 |
| Semi-Supervised Co-Teaching for Monitoring Motor States of Parkinson’s Disease Patients AG Kamer Ali Yuksel, Golara Javadi European Conference on Machine Learning and Principles and Practice of …, 2023 | | 2023 |
Purang AbolmaesumiDepartment of Electrical and Computer Engineering, University of British Columbia, V6T 1Z4Verified email at ece.ubc.ca
