Alternatives and similar repositories for SPA

Users that are interested in SPA are comparing it to the libraries listed below

• nikhilroxtomar / TGANet
  TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]
  ☆75Updated 3 years ago
• HXY-99 / brats
  ☆44Updated last year
• fxxJuses / MICFormer
  implement of "Multimodal Information Interaction for Medical Image Segmentation."
  ☆62Updated last year
• wuliwuxin / CTransCNN
  This repo is about multi-label medical image classification base on CNN and Transformer.
  ☆30Updated 4 months ago
• Caipengzhou / BRAU-Netplusplus
  ☆61Updated 2 years ago
• zymissy / CCViM
  Merging Context Clustering with Visual State Space Models for Medical Image Segmentation
  ☆55Updated 6 months ago
• yuhaomo / HoVerTrans
  Hover-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images
  ☆45Updated 2 years ago
• taozh2017 / CFANet
  ☆62Updated last year
• NUS-Tim / MedAugment
  ☆83Updated last year
• ziyangwang007 / MixSegNet
  MixSegNet: Mixed-Supervised Learning for Medical Image Segmentation
  ☆17Updated last year
• HuiqianLi / ASPS
  [MICCAI 2024] Repository for "ASPS: Augmented Segment Anything Model for Polyp Segmentation"
  ☆46Updated 11 months ago
• nobodyplayer1 / VM-UNetV2
  ☆117Updated last year
• Mengqi-Lei / ConDSeg
  Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".
  ☆140Updated 2 months ago
• SLDGroup / G-CASCADE
  ☆76Updated 2 months ago
• 2760613195 / KM_UNet
  KM-UNet KAN Mamba UNet for medical image segmentation
  ☆22Updated 2 months ago
• xmindflow / DAEFormer
  [MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
  ☆125Updated 2 years ago
• anthonyweidai / SvANet
  [TNNLS 2026] SvANet: Exploiting Scale-Variant Attention for Segmenting Small Medical Objects
  ☆64Updated 2 weeks ago
• CVIU-CSU / HRDecoder
  HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation
  ☆21Updated 9 months ago
• xiaofang007 / CTO
  [IPMI 2023, Medical Image Analysis] Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation
  ☆72Updated 8 months ago
• ZhifangDeng / MISSFormer
  ☆114Updated 3 years ago
• CGPxy / AAU-net
  AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images
  ☆93Updated 2 years ago
• wjh892521292 / LKM-UNet
  Large Kernel Vision Mamba UNet for Medical Image Segmentation
  ☆133Updated last year
• duweidai / I2U-Net
  ☆41Updated 3 years ago
• Zirui0623 / A2FSeg
  A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation
  ☆49Updated 2 years ago
• ShumengLI / Mamba4MIS
  (Paper list) Mamba for medical image segmentation
  ☆49Updated last year
• Kalrfou / GCtx-UNet
  ☆48Updated last year
• FengheTan9 / CMU-Net
  [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"
  ☆87Updated last year
• csyfjiang / UMLLA
  ☆23Updated 8 months ago
• SUN-1024 / DA-TransUnet
  DA-TransUNet: Combining Dual Attention of Position and Channel with Transformer U-net for Medical Image Segmentation
  ☆186Updated 8 months ago
• weijun-arc / SANet
  Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"
  ☆64Updated 4 years ago