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ORCIDMohammad Reza Hosseinzadeh Taher
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2020 – today
- 2024
[j2]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher
, Michael B. Gotway, Jianming Liang:
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? Medical Image Anal. 94: 103086 (2024)- [c10]Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision. CVPR 2024: 11269-11281 - [i7]Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision. CoRR abs/2404.15672 (2024) - 2023
- [c9]Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision. DART@MICCAI 2023: 94-104 - [c8]Mohammad Reza Hosseinzadeh Taher, Masaki Ikuta, Ravi Soni:
Curriculum Self-Supervised Learning for 3D CT Cardiac Image Segmentation. ML4H@NeurIPS 2023: 145-156 - [i6]Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision. CoRR abs/2309.15358 (2023) - 2022
- [c7]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. CVPR 2022: 20792-20802 - [c6]Dongao Ma, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Nahid Ul Islam, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang:
Benchmarking and Boosting Transformers for Medical Image Classification. DART@MICCAI 2022: 12-22 - [c5]Jiaxuan Pang, Fatemeh Haghighi, Dongao Ma, Nahid Ul Islam, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis. DART@MICCAI 2022: 77-87 - [c4]Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang:
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging. MIDL 2022: 535-551 - [i5]Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang:
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging. CoRR abs/2204.07344 (2022) - [i4]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. CoRR abs/2204.10437 (2022) - 2021
- [j1]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang:
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning. IEEE Trans. Medical Imaging 40(10): 2857-2868 (2021) - [c3]Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang:
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis. DART/FAIR@MICCAI 2021: 3-13 - [i3]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang:
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning. CoRR abs/2102.10680 (2021) - [i2]Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang:
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis. CoRR abs/2108.05930 (2021) - 2020
- [c2]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang:
Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration. MICCAI (1) 2020: 137-147 - [i1]Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang:
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration. CoRR abs/2007.06959 (2020)
2010 – 2019
- 2014
- [c1]Mohammad Reza Hosseinzadeh Taher, Hamed Ahmadi, Mahmoud Reza Hashemi:
Power-aware analysis of H.264/AVC encoding parameters for cloud gaming. ICME Workshops 2014: 1-6
Coauthor Index
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