Mohammad Reza Hosseinzadeh Taher

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Robust Classification

Medical Image Analysis

Structured Output

Medical Imaging

Top Venues

Medical Image Anal.

Publications

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 (2024)
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 (2024)
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision. DART@MICCAI (2023)
Mohammad Reza Hosseinzadeh Taher, Masaki Ikuta, Ravi Soni
Curriculum Self-Supervised Learning for 3D CT Cardiac Image Segmentation. ML4H@NeurIPS (2023)
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision. CoRR (2023)
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging. CoRR (2022)
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)
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. CoRR (2022)
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)
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)
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)
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 (2021)
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)
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 (2021)
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) (2021)
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 (2020)
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)
Mohammad Reza Hosseinzadeh Taher, Hamed Ahmadi, Mahmoud Reza Hashemi
Power-aware analysis of H.264/AVC encoding parameters for cloud gaming. ICME Workshops (2014)