| 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, 2021 | 86 | 2021 |
| 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 | 69 | 2020 |
| DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F Haghighi, MRH Taher, MB Gotway, J Liang The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 64 | 2022 |
| 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 | 62* | 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 | 35 | 2022 |
| Power-aware analysis of H. 264/AVC encoding parameters for cloud gaming MRH Taher, H Ahmadi, MR Hashemi Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on …, 2014 | 14 | 2014 |
| 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 | 11 | 2022 |
| Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision MRH Taher, MB Gotway, J Liang International Conference on Medical Image Computing and Computer Assisted …, 2023 | 6* | 2023 |
| 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 |
| 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 | 4 | 2022 |
| Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? F Haghighi, MRH Taher, MB Gotway, J Liang Medical Image Analysis, 103086, 2024 | 2 | 2024 |
| 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 |
| 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 |
| Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision MRH Taher, MB Gotway, J Liang The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | | 2024 |
| 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 |
| Curriculum Self-Supervised Learning for 3D CT Cardiac Image Segmentation MRH Taher, M Ikuta, R Soni Machine Learning for Health (ML4H), 145-156, 2023 | | 2023 |
| 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 |
Jianming LiangArizona State UniversityVerified email at asu.edu
