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Starred repositories
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
VMamba: Visual State Space Models，code is based on mamba
Causal depthwise conv1d in CUDA, with a PyTorch interface
[CVPR 2024 Oral] Int FFF0 ernVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
Denoising Diffusion Probabilistic Models
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".
Ongoing research training transformer models at scale
A collection of tools for deep learning experiments
记录脑影像/生理数据相关的算法(软件)分析技术实践的博客，具体请访问https://liaopan.github.io
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research
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Updated Feb 6, 2024
Analysis for "K27M in canonical and noncanonical H3 variants occurs in distinct oligodendroglial cell lineages in brain midline gliomas" (Jessa et al, Nature Genetics, 2022)
Data synthesis and segmentation for brain scans with midline shift
Based on image processing techniques to detect brain midline shift in MRI images. It has been developed to be compatible with 3D Slicer.
Code lines for study coupling midline theta activity to fMRI brain activity
This script takes brain images, finds the midline, masks the left & right hemisphere and flips the image to only view one hemisphere at a time while always appearing as the left hemisphere.
code for "Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation (MICCAI 2020)
Full code for the paper "Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection"
[IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Automated 3D brain registration with support for multiple species and atlases.