NimoXW's repositories
spectra
Supervised Pathway DEConvolution of InTerpretable Gene ProgRAms
TriALS
nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for MICCAI 2024 segmentation challenges.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
LightM-UNet
Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"
LMa-UNet
Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention
tutorials_monai
MONAI Tutorials
GR-meQTLs
Multi-omics analysis of the molecular response to glucocorticoids - insights into shared genetic risk from psychiatric to medical disorders
U-Mamba
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
Awesome-Domain-LLM
收集和梳理垂直领域的开源模型、数据集及评测基准。
citeseq_autoencoder
Integrative analysis of single-cell multi-omics data using deep learning
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
STU-Net
The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.
LLMs-In-China
**大模型
BioMedScribe
Various projects centered around the statistical analysis of medical data and multiomics modeling.
ai4elife
This data-centric AI repository implements a robust deep learning method (LFBNet) for fully automated tumor segmentation in whole-body [18]F-FDG PET/CT images.
AutoPET2022
Code for the AutoPET 2022 challenge
PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
Gene2vec
Gene2Vec: Distributed Representation of Genes Based on Co-Expression