Michael B. Gotway
- 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
- 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
- Effects of Pectus Excavatum Repair on Right and Left Ventricular Strain
2017/11/21 by Chieh-Ju Chao, Chieh‐Ju Chao, Dawn E. Jaroszewski +15 · 18 citations
Medicine · #Pectus Deformity Diagnosis and Treatment #Pleural and Pulmonary Diseases #Scoliosis diagnosis and treatment
- 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
- Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
2019/08/16 by Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Siddiquee, Md Mahfuzur Rahman +11 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
2022/04/15 by Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Taher, Mohammad Reza Hosseinzadeh +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
- Pneumocystis jirovecii pneumonia in solid tumors: High mortality amid frequent corticosteroid exposure and infrequent prophylaxis
2026/07/20 by Aaron M. Pulsipher, Kevin Zhou, Kyle J. Henry +7
Medicine · Immunology and Microbiology · #Pneumocystis jirovecii pneumonia detection and treatment #Pneumonia and Respiratory Infections #Toxoplasma gondii Research Studies