Mohammad Reza Hosseinzadeh Taher

25 papers A* 2A 1Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2025 A conf
ACE: Anatomically Consistent Embeddings in Composition and Decomposition.
WACV
Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang
2025 J jnl
ACE: Anatomically Consistent Embeddings in Composition and Decomposition.
CoRR
Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang
2025 J jnl
Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs.
CoRR
Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang
2025 — conf
Learning Foundation Models from Multi-organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures.
MICCAI (5)
Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash
2025 — conf
MOSS: Learning from Multiple Organs Via Self-Supervision.
ISBI
Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash
2025 — conf
💡💡💡 Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs.
MedAGI
Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang
2024 A* conf
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision.
CVPR
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2024 J jnl
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision.
CoRR
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2024 J jnl
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Medical Image Anal.
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2023 — conf
Curriculum Self-Supervised Learning for 3D CT Cardiac Image Segmentation.
ML4H@NeurIPS
Mohammad Reza Hosseinzadeh Taher, Masaki Ikuta, Ravi Soni
2023 J jnl
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision.
CoRR
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2023 — conf
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision.
DART@MICCAI
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2022 — conf
Benchmarking and Boosting Transformers for Medical Image Classification.
DART@MICCAI
Dongao Ma, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Nahid Ul Islam, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 — conf
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
MIDL
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 J jnl
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
CoRR
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 A* conf
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
CVPR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2022 J jnl
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2022 — conf
POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis.
DART@MICCAI
Jiaxuan Pang, Fatemeh Haghighi, Dongao Ma, Nahid Ul Islam, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2021 — conf
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
DART/FAIR@MICCAI
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang
2021 J jnl
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
CoRR
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang
2021 J jnl
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning.
IEEE Trans. Medical Imaging
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2021 J jnl
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2020 — conf
Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration.
MICCAI (1)
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2020 J jnl
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2014 — conf
Power-aware analysis of H.264/AVC encoding parameters for cloud gaming.
ICME Workshops
Mohammad Reza Hosseinzadeh Taher, Hamed Ahmadi, Mahmoud Reza Hashemi