Alternatives and similar repositories for EchoWorld

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

• LeapLabTHU / CheXWorld
  [CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning
  ☆31Updated 7 months ago
• med-air / FGRM
  [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
  ☆18Updated last year
• FengheTan9 / MambaMIM
  [MedIA 2025] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation
  ☆38Updated 4 months ago
• minghu0830 / OphNet-benchmark
  [ECCV 2024] Official Implementation of "OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding"
  ☆59Updated 5 months ago
• rongzhou7 / TTT-Unet
  ☆21Updated last year
• haoningwu3639 / MRGen
  [ICCV 2025] MRGen: Segmentation Data Engine for Underrepresented MRI Modalities
  ☆37Updated 2 months ago
• OliverRensu / MVG
  ☆58Updated last year
• RL4M / MED-PEFT
  ☆22Updated last year
• Rubics-Xuan / Med-DANet
  Med-DANet Series (ECCV 2022 & WACV 2024)
  ☆13Updated last year
• Maxwell-Zhao / MoreStyle
  Code for [MICCAI 2024] MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Seg…
  ☆10Updated last year
• CAMMA-public / SSG-VQA
  [IPCAI'24 Best Paper] Advancing Surgical VQA with Scene Graph Knowledge
  ☆45Updated 6 months ago
• jinlab-imvr / ReSurgSAM2
  [MICCAI 2025] Official code implementation for paper: ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tra…
  ☆33Updated last month
• hananshafi / MedContext
  [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"
  ☆14Updated last year
• XuZhang1211 / PVPUFormer
  Implementation of ''VPUFormer: Visual Prompt Unified Transformer for Interactive Image Segmentation''
  ☆14Updated 2 months ago
• UCSC-VLAA / MedVLThinker
  [ML4H'25] MedVLThinker: Simple Baselines for Multimodal Medical Reasoning
  ☆40Updated last month
• GQBBBB / UCI
  ☆10Updated 2 years ago
• Sherrylone / PQCL
  ICLR 2023 and ICML 2023 paper
  ☆22Updated last year
• yhydhx / SAMAug
  Visual Prompt Augmentation
  ☆37Updated last year
• AlfredQin / DB-SAM
  ☆23Updated last year
• ZhenZHAO / DPMS
  Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation
  ☆14Updated 2 years ago
• wangf3014 / Mamba-Reg
  ☆78Updated 9 months ago
• MoMarky / EGMA
  The code of EGMA framework.
  ☆19Updated last year
• dogehhh / ReCLIP
  Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
  ☆56Updated 3 months ago
• uni-medical / GMAI-VL
  GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.
  ☆84Updated 6 months ago
• OliverRensu / ARM
  [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision
  ☆87Updated 6 months ago
• Tang-xiaoxiao / 3D-RAD
  [ 🎯 NeurIPS 2025 ] 3D-RAD 🩻: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
  ☆25Updated last month
• ShawnHuang497 / BiRD
  The official repository of paper named 'A Refer-and-Ground Multimodal Large Language Model for Biomedicine'
  ☆32Updated last year
• XYPB / CLEFT
  Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…
  ☆17Updated 9 months ago
• ToniChopp / ECAMP
  The official implementation of "ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training"
  ☆46Updated 2 weeks ago
• YuemingJin / STswinCL
  [TMI'22]Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation
  ☆23Updated 2 years ago