Alternatives and similar repositories for SAM-Med2D

Users that are interested in SAM-Med2D are comparing it to the libraries listed below

• UCSC-VLAA / SwinMM
  [MICCAI 2023] This repository includes the official implementation our paper "SwinMM: Masked Multi-view with Swin Transformers for 3D Med…
  ☆119Updated 2 years ago
• PeterYYZhang / few-shot-self-prompt-SAM
  This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"
  ☆101Updated 5 months ago
• Qsingle / LearnablePromptSAM
  Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
  ☆97Updated 2 years ago
• halleewong / ScribblePrompt
  [ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image
  ☆204Updated 4 months ago
• MohammedSB / DINOv2ForRadiology
  Evaluating DINOv2 for Radiology
  ☆65Updated 6 months ago
• mirthAI / Med3DVLM
  ☆100Updated 3 months ago
• JayParanjape / biastuning
  biastuning for SAM on medical datasets
  ☆48Updated last year
• duyhominhnguyen / LVM-Med
  [NeurIPS 2023] Release LMV-Med pre-trained models
  ☆211Updated 8 months ago
• jusiro / FLAIR
  [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.
  ☆161Updated 2 weeks ago
• WuJunde / PromptUNet
  Interactive Medical Image Segmentation
  ☆59Updated last year
• yeerwen / UniSeg
  MICCAI 2023 Paper (Early Acceptance)
  ☆189Updated 2 years ago
• ImprintLab / one-prompt
  One-Prompt to Segment All Medical Images [CVPR 2024]
  ☆140Updated last year
• yifangao112 / DeSAM
  [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.
  ☆131Updated 10 months ago
• hustvl / EVA-X
  [npjDigitalMed (Nature Portfolio)] EVA-X: A foundation model for general chest X-ray analysis with self-supervised learning
  ☆90Updated this week
• zhaoziheng / SAT-DS
  The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …
  ☆132Updated last week
• HealthX-Lab / MedCLIP-SAM
  Official implementation of MedCLIP-SAM (MICCAI 2024)
  ☆126Updated 4 months ago
• MrGiovanni / Touchstone
  [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures
  ☆128Updated 2 weeks ago
• Joey-S-Liu / MedSAM3
  MedSAM3: Delving into Segment Anything with Medical Concepts
  ☆114Updated 2 weeks ago
• Mauville / MedCLIP
  Medical image captioning using OpenAI's CLIP
  ☆88Updated 2 years ago
• HieuPhan33 / CVPR2024_MAVL
  Multi-Aspect Vision Language Pretraining - CVPR2024
  ☆85Updated last year
• yhygao / universal-medical-image-segmentation
  ☆77Updated last year
• batmanlab / Mammo-CLIP
  [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …
  ☆75Updated 3 weeks ago
• xq141839 / De-LightSAM
  [TCSVT'25] De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation
  ☆68Updated last month
• mariannerakic / Tyche
  ☆52Updated 2 weeks ago
• rajpurkarlab / cheXlocalize
  Code for CheXlocalize
  ☆37Updated last year
• Yunkun-Zhang / CITE
  Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"
  ☆68Updated last year
• Vision-CAIR / MiniGPT-Med
  Open-sourced code of miniGPT-Med
  ☆137Updated last year
• Project-MONAI / VLM-Radiology-Agent-Framework
  ☆189Updated 2 months ago
• HealthX-Lab / MedCLIP-SAMv2
  [MedIA 2025] Official implementation of MedCLIP-SAMv2
  ☆135Updated 4 months ago
• LightersWang / BiomedCLIP-LoRA
  Pytorch implementation of BiomedCLIP vision model with LoRA tuning
  ☆43Updated 2 years ago