[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis
☆219Dec 1, 2025Updated 3 months ago
Alternatives and similar repositories for VoCo
Users that are interested in VoCo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TPAMI 2025] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors☆246Jan 13, 2026Updated 2 months ago
- [IEEE GRSS/ ISPRS 2021 Remote Sensing Contest Champion] Linshan Wu, Leyuan Fang, Shutao Li☆13Mar 28, 2023Updated 2 years ago
- [Nature Communications 2025] Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition☆58Dec 16, 2025Updated 3 months ago
- CVPR 2024 (Highlight)☆144Oct 20, 2024Updated last year
- [TPAMI 2025|CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures☆95Apr 8, 2025Updated 11 months ago
- [TPAMI 2022] Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation☆55Jul 8, 2023Updated 2 years ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆206Feb 18, 2026Updated last month
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆402Jan 13, 2026Updated 2 months ago
- [TIP 2022] Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images☆46Sep 22, 2024Updated last year
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆131Nov 24, 2025Updated 3 months ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆492Nov 2, 2024Updated last year
- [MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆44Aug 30, 2025Updated 6 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆364Sep 3, 2024Updated last year
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆299Nov 24, 2025Updated 3 months ago
- [TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation☆65Nov 30, 2023Updated 2 years ago
- [IEEE TMI] Tumor synthesis leveraging medical reports.☆48Jan 26, 2026Updated last month
- [Sci. Rep. 2025] Revisiting model scaling with a U-net benchmark for 3D medical image segmentation☆18Aug 21, 2025Updated 7 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆202Dec 31, 2025Updated 2 months ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆669Oct 24, 2025Updated 4 months ago
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆424Apr 13, 2025Updated 11 months ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆877Sep 21, 2025Updated 6 months ago
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆375Jan 26, 2026Updated last month
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆203Mar 18, 2024Updated 2 years ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆58Jul 30, 2024Updated last year
- [ICCV 2025] Dataset of 10,135 abdominal CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in…☆52Nov 3, 2025Updated 4 months ago
- A repo for Masked Image Modeling for 3D Medical Images☆35Mar 14, 2023Updated 3 years ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆376Jan 11, 2026Updated 2 months ago
- [Nature Communications 2026] A universal foundation model for grounded biomedical image interpretation☆46Mar 6, 2026Updated 2 weeks ago
- One-Prompt to Segment All Medical Images [CVPR 2024]☆140Jun 14, 2024Updated last year
- This repo holds the official code for the paper "FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation".☆24Jan 2, 2024Updated 2 years ago
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆287Dec 29, 2025Updated 2 months ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 3 years ago
- Papers of Medical Image Analysis on CVPR☆482Jun 20, 2025Updated 9 months ago
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆970Apr 4, 2024Updated last year
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Paper…☆24Oct 7, 2024Updated last year
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆207Jul 21, 2024Updated last year
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,195Oct 6, 2025Updated 5 months ago
- ☆25Jan 22, 2026Updated 2 months ago
- ☆25Jan 11, 2025Updated last year