IEEE

PDMambaNet: Poisson Denoising-Aided Twin-Path Mamba for Brain MRI Image Segmentation*

Abstract: Brain tissue segmentation is critical for diagnosing and treating brain diseases, but noise introduced during MRI image acquisition can compromise downstream tasks. To address this, we ...
GitHub

A production-ready implementation of instance segmentation using state-of-the-art models from PyTorch and Hugging Face Transformers.

├── src/ # Source code │ ├── instance_segmentation.py # Core segmentation implementation │ └── data_generator.py # Synthetic data generation ├── web_app/ # Web interface │ └── app.py # Streamlit ...
GitHub

MCP Framework for MATLAB Production Server

Publish your MATLAB® functions to MATLAB Production Server™ as Model Context Protocol (MCP) tools. This allows AI agents to call your functions, enhancing their capabilities with domain-specific ...
IEEE

Image-free Tumor Segmentation of Soft Tissue using a Minimally Invasive Robotic Palpation System

Abstract: Tumor segmentation is crucial for surgical planning and precise tumor resection for effective treatment. Traditionally, tumor localization has been performed using medical imaging techniques ...