IEEE

MSCD-VM-UNet: A Vision Mamba Combining Multi-Scale Global and Local Feature Extraction With Cross-Domain Feature Fusion for Medical Image Segmentation

Abstract: Accurate segmentation of tissues and lesions is essential for diagnosis and treatment. State Space Models (SSMs) have gained attention for their linear complexity and ability to model ...
DBusiness

LTU Graduate Student Pioneers AI Breakthroughs in Robotic Surgery

A Lawrence Technological University graduate student originally from Kazakhstan is helping redefine precision in robotic ...
IEEE

A Novel Approach With Enhanced Accuracy and Efficiency for Image Segmentation

Abstract: Image segmentation is a fundamental and critical task in computer vision, with applications across various domains, such as medical imaging, autonomous driving, and satellite image analysis.
GitHub

AS-Lab/Marthi-et-al-2025-MedVisionLlama-Pre-Trained-LLM-Layers-to-Enhance-Medical-Image-Segmentation

This repository contains the official implementation of "MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation" by Gurucharan Marthi Krishna Kumar, ...
GitHub

[AAAI 2026] Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation

Mapillary: Download MAPILLARY v1.2, extract it to data/mapillary. GTA: Download all image and label packages, extract them to data/gta. ACDC: Download all image and label packages, extract them to ...