GabrieleLozupone / LDAELinks
Official PyTorch implementation of "Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging". LDAE is a novel unsupervised framework for 3D medical imaging that combines a latent diffusion model with semantic controls.
☆22Updated 3 weeks ago
Alternatives and similar repositories for LDAE
Users that are interested in LDAE are comparing it to the libraries listed below
Sorting:
- ☆21Updated 5 months ago
- ☆46Updated 2 years ago
- [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"☆101Updated 4 months ago
- [AAAI 2025] Official repository of Generative Medical Segmentation☆65Updated this week
- Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)☆49Updated 2 years ago
- This code is implementation of MICCAI 2024 "Robust Semi-Supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration…☆47Updated 5 months ago
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆192Updated 4 months ago
- Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.☆65Updated 2 years ago
- ☆53Updated last year
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆32Updated 8 months ago
- ☆65Updated 2 years ago
- [MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆42Updated last month
- [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation☆80Updated last year
- ☆43Updated 8 months ago
- ☆80Updated 2 years ago
- [MICCAI-2023] ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models☆34Updated 2 years ago
- This repo contains the code and model weights for Polyp-SAM☆30Updated 2 years ago
- ☆74Updated last year
- ☆44Updated 8 months ago
- 【MICCAI 2024, Early Accept】Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models☆30Updated last year
- ☆10Updated last year
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆66Updated 2 years ago
- ☆25Updated 2 years ago
- 👏Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation[MICCAI 2024]☆31Updated last week
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆106Updated last year
- ☆24Updated last year
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆114Updated 2 months ago
- ☆26Updated last year
- ☆63Updated last year
- Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models☆40Updated last year