| 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 | 102 | 2021 |
| Dira: Discriminative, restorative, and adversarial learning for self-supervised medical image analysis F Haghighi, MRH Taher, MB Gotway, J Liang The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 84 | 2022 |
| Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration F Haghighi, MRH Taher, Z Zhou, MB Gotway, J Liang International Conference on Medical Image Computing and Computer Assisted …, 2020 | 74 | 2020 |
| A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis MRH Taher, F Haghighi, R Feng, MB Gotway, J Liang International Conference on Medical Image Computing and Computer Assisted …, 2021 | 71* | 2021 |
| CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MRH Taher, F Haghighi, MB Gotway, J Liang Medical Imaging with Deep Learning, 2022 | 44 | 2022 |
| Benchmarking and Boosting Transformers for Medical Image Classification DA Ma, MR Hosseinzadeh Taher, J Pang, NUI Islam, F Haghighi, ... MICCAI Workshop on Domain Adaptation and Representation Transfer, 12-22, 2022 | 13 | 2022 |
| Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? F Haghighi, MRH Taher, MB Gotway, J Liang Medical Image Analysis 94, 103086, 2024 | 6 | 2024 |
| POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis J Pang, F Haghighi, DA Ma, NU Islam, MR Hosseinzadeh Taher, ... MICCAI Workshop on Domain Adaptation and Representation Transfer, 77-87, 2022 | 5 | 2022 |
| Medical Image Computing and Computer Assisted Intervention–MICCAI 2020 F Haghighi, MRH Taher, Z Zhou, MB Gotway, J Liang | 4 | 2020 |
| Gotway Michael B., and Liang Jianming H Fatemeh, TMR Hosseinzadeh, Z Zongwei Transferable visual words: Exploiting the semantics of anatomical patterns …, 2021 | 3 | 2021 |
| Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease F Haghighi, S Ghosh, H Ngu, S Chu, H Lin, M Hejrati, B Bingol, ... Transactions on Machine Learning Research, 2023 | 2* | 2023 |
| Systems, methods, and apparatuses for implementing transferable visual words by exploiting the semantics of anatomical patterns for self-supervised learning F Haghighi, MRH Taher, Z Zhou, J Liang US Patent App. 17/676,134, 2022 | 2 | 2022 |
| CAiD: a self-supervised learning framework for empowering instance dis-crimination in medical imaging MRH Taher, F Haghighi, MB Gotway, J Liang Proceedings of Machine Learning Research 3, 2022 | 2 | 2022 |
| Systems, methods, and apparatuses for implementing self-supervised domain-adaptive pre-training via a transformer for use with medical image classification DA Ma, J Pang, NU Islam, MRH Taher, F Haghighi, J Liang US Patent App. 18/126,318, 2023 | 1 | 2023 |
| Systems, methods, and apparatuses for implementing patch order prediction and appearance recovery (popar) based image processing for self-supervised learning medical image analysis J Pang, F Haghighi, DA Ma, NU Islam, MRH Taher, J Liang US Patent App. 18/241,809, 2024 | | 2024 |
| Systems, methods, and apparatuses for learning semantics-enriched representations via self-discovery, self-classification, and self-restoration in the context of medical imaging F Haghighi, MRH Taher, Z Zhou, J Liang US Patent 11,763,952, 2023 | | 2023 |
| SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING DISCRIMINATIVE, RESTORATIVE, AND ADVERSARIAL (DiRA) LEARNING FOR SELF-SUPERVISED MEDICAL IMAGE ANALYSIS F Haghighi, MRH Taher, J Liang US Patent App. 18/111,136, 2023 | | 2023 |
| SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A SELF-SUPERVISED LEARNING FRAMEWORK FOR EMPOWERING INSTANCE DISCRIMINATION IN MEDICAL IMAGING USING CONTEXT-AWARE INSTANCE … MRH Taher, F Haghighi, J Liang US Patent App. 18/085,145, 2023 | | 2023 |
| Systems, methods, and apparatuses for implementing systematic benchmarking analysis to improve transfer learning for medical image analysis MRH Taher, F Haghighi, R Feng, J Liang US Patent App. 17/961,896, 2023 | | 2023 |
| Systems, methods, and apparatuses for implementing a self-supervised chest x-ray image analysis machine-learning model utilizing transferable visual words MRH Taher, F Haghighi, J Liang US Patent 11,436,725, 2022 | | 2022 |
Mohammad Reza Hosseinzadeh TaherPhD (Computer Science) Student, Arizona State University在 asu.edu 的电子邮件经过验证
