| 2025 | MICCAI | Learning Foundation Models from Multi-organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures. | Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash |
| 2025 | MICCAI | 💡💡💡 Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs. | Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang |
| 2025 | WACV | ACE: Anatomically Consistent Embeddings in Composition and Decomposition. | Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang |
| 2024 | CVPR | Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision. | Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang |
| 2023 | MICCAI | Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision. | Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang |
| 2022 | CVPR | DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. | Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang |
| 2022 | MICCAI | Benchmarking and Boosting Transformers for Medical Image Classification. | Dongao Ma, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Nahid Ul Islam, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang |
| 2022 | MICCAI | POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis. | Jiaxuan Pang, Fatemeh Haghighi, Dongao Ma, Nahid Ul Islam, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang |
| 2021 | MICCAI | A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis. | Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang |
| 2020 | MICCAI | Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration. | Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang |