MSA-2Net

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software/msa-2net

[BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation"

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MSA-2Net project image — GitHub preview card for xmindflow/MSA-2Net. Served by its origin, not stored here, and not covered by this registry’s licence.

record

Category: Software & Systems
Subcategory: unknown
License: MIT(osi)
Status: maintained
Maturity: deployed
Organization: xmindflow
Country: unknown
Homepage: unknown
Repository: github.com/xmindflow/MSA-2Net
Documentation: unknown
Tags: attention-mechanism · computer-vision · deep-learning · isic-2018 · medical-image-segmentation · receptive-field · synapse · transformers
Regulatory: unknown

built by · 2

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similar by tags

Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.

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Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.
GatedSRPattention-mechanism · transformers
[BMVC 2026 Oral] Gated Spatial Redundancy Projection for Pathology Transformer Attentions
LHUNetsynapse
LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation
dark_corner_artifact_removalisic-2018
Source code and experiments for the paper: "Dark Corner on Skin Lesion Image Dataset: Does it matter?"
eye-diagnosis-attention-cnnattention-mechanism · computer-vision
A deep learning framework for automated diagnosis of Diabetic Retinopathy, AMD, and Glaucoma using a Hybrid Attention-CNN model. Combines ResNet50 with self-attention for enhanced accuracy and…

sources

api.github.com/repos/xmindflow/MSA-2Net
retrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2025-10-02, 71 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.

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