Amiranashvili, Tamaz
- Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography
2024/03/26 by Ibrahim Ethem Hamamci, Hamamci, Ibrahim Ethem, Sezgin Er +57 · 2 voices · 58 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
2025/04/14 by Michał Balcerak, Michal Balcerak, Balcerak, Michal +14 · 1 voice · 9 citations
Computer Science · Physics and Astronomy · Mathematics · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Tensor decomposition and applications
- QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 5 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #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
- Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss
2023/12/08 by Michał Balcerak, Balcerak, Michal, Jonas Weidner +17 · 5 citations
Mathematics · #Mathematical Biology Tumor Growth
- Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
2024/09/30 by Michał Balcerak, Balcerak, Michal, Tamaz Amiranashvili +17 · 5 citations
Computer Science · Medicine · #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
- Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images
2024/03/11 by Wittmann, Bastian, Glandorf, Lukas, Paetzold, Johannes C. +4 · 3 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
- vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation
2024/11/26 by Bastian Wittmann, Yannick Wattenberg, Wittmann, Bastian +7 · 5 citations
Computer Science · Engineering · Medicine · #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Retinal Imaging and Analysis
- 3D Vessel Graph Generation Using Denoising Diffusion
2024/07/08 by Chinmay Prabhakar, Suprosanna Shit, Prabhakar, Chinmay +13 · 4 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Time Series Analysis and Forecasting
- A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
2022/12/03 by Hongwei Li, Chinmay Prabhakar, Li, Hongwei Bran +17 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Domain Adaptation and Few-Shot Learning #Cell Image Analysis Techniques #Image Processing Techniques and Applications
- CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography
2025/07/29 by Murong Xu, Tamaz Amiranashvili, Xu, Murong +62 · 2 citations
Engineering · Physics and Astronomy · Medicine · #Medical Imaging and Analysis #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging