Taher, Mohammad Reza Hosseinzadeh

1. Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning
   2021/02/21 by Fatemeh Haghighi, Haghighi, Fatemeh, Mohammad Reza Hosseinzadeh Taher +7 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
2. DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
   2022/04/21 by Fatemeh Haghighi, Haghighi, Fatemeh, Mohammad Reza Hosseinzadeh Taher +5 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision
   2024/04/24 by Mohammad Reza Hosseinzadeh Taher, Taher, Mohammad Reza Hosseinzadeh, Michael B. Gotway +3 · 4 citations
   Computer Science · #Neural Networks and Applications
4. A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis
   2021/08/12 by Taher, Mohammad Reza Hosseinzadeh, Haghighi, Fatemeh, Feng, Ruibin +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision
   2023/09/27 by Taher, Mohammad Reza Hosseinzadeh, Gotway, Michael B., Liang, Jianming · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
   2022/04/15 by Mohammad Reza Hosseinzadeh Taher, Taher, Mohammad Reza Hosseinzadeh, Fatemeh Haghighi +5 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering