xmindflow/BrainCL

Official repository of the paper titled "Modality-independent Brain Lesion Segmentation with Privacy-aware Continual Learning"

Language: Jupyter Notebook - Size: 2.88 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 5 - Forks: 0

xmindflow/Awesome-Transformer-in-Medical-Imaging

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Size: 354 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 204 - Forks: 25

xmindflow/Awesome-Implicit-Neural-Representations-in-Medical-imaging

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

Size: 1.44 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 210 - Forks: 18

xmindflow/TransCeption

Official code for Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 4

xmindflow/DAEFormer

[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

Language: Python - Size: 207 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 116 - Forks: 14

xmindflow/cenet

[MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

xmindflow/Awesome_Mamba

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

Size: 133 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 213 - Forks: 14

xmindflow/INCODE

[WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings

Language: Jupyter Notebook - Size: 140 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 41 - Forks: 7

xmindflow/MSA-2Net

[BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation"

Language: Python - Size: 6.94 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 27 - Forks: 2

xmindflow/Met-Seg

Official repository of the paper titled "Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study"

Language: Python - Size: 760 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 1

xmindflow/LHUNet

LHU-Net: A Light Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation

Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

xmindflow/uncertainty3D

Reducing Uncertainty in 3D Medical Image Segmentation

Language: Python - Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

xmindflow/WaveFormer

[MICCAI 2023] Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

xmindflow/FuseNet

FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation

Language: Jupyter Notebook - Size: 933 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

xmindflow/HCA-Net

HCA-Net: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling

Language: Python - Size: 61.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

xmindflow/SSL-contrastive

Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

Language: Python - Size: 277 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

xmindflow/DermoSegDiff

[MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 4

xmindflow/Awesome-Foundation-Models-in-Medical-Imaging

A curated list of foundation models for vision and language tasks in medical imaging

Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

xmindflow/xmindflow.github.io

Language: HTML - Size: 22.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

xmindflow/deformableLKA

[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Language: Python - Size: 7.93 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 3

xmindflow/Annotation-Free-Fewshot

[MICCAI 2023] Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach

Language: Python - Size: 1.42 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

xmindflow/SSCT

[ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation

Language: Jupyter Notebook - Size: 2.18 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 1

xmindflow/Laplacian-Former

Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection (MICCAI 2023)

Language: Python - Size: 68.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 3

xmindflow/MMCFormer

MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation (MIDL 2023)

Language: Python - Size: 282 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

xmindflow/MS-Former

MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation (MIDL 2023)

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

xmindflow/FastMedSAM Fork of CASIA-IVA-Lab/FastSAM

Fast Medical Segment Anything

Size: 70.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0