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Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

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Awesome Mamba

Awesome License: MIT

🔥🔥 This is a collection of awesome articles about Mamba models (With a particular emphasis on Medical Image Analysis)🔥🔥

Citation

@article{heidari2024computation,
  title={Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis},
  author={Heidari, Moein and Ghorbani Kolahi, Sina and Karimijafarbigloo, Sanaz and Azad, Bobby and Bozorgpour, Afshin and Hatami, Soheila and Azad, Reza and Diba, Ali and Bagci, Ulas and Merhof, Dorit and others},
  journal={arXiv e-prints},
  pages={arXiv--2406},
  year={2024}
}

Updates

  • 😎 First release: June 05, 2024

Table of Contents

Surveys

Preliminaries and State Space Models

Architecture Redesign

Remote Sensing

Speech Processing

Video Processing

Activity Recognition

Image Enhancement

Image-Video-Generation

Medical Imaging

Image Segmentation

Reinforcement Learning

Natural Language Processing

3D Recognition

Multi-Modal Understanding

Time Series

GNN

Point Cloud

Tabular Data

Other Applications

Star History

Star History Chart