Hongming Xu's repositories
mRLS-nuclei-segmentation
automatic nuclei segmentation using multi-scale radial line scanning, published in IEEE-TBME 2017
Hongming_notes
my learning notes
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
classification_models
Classification models trained on ImageNet. Keras.
deep-ttf
Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
gLoG-for-Nuclei-Detection
source code for the proposed gLoG method for nuclei detection
HEnorm_python
H&E histopathological staining normalization
histocartography
Histocartography is a framework bringing together AI and Digital Pathology
hosts
镜像：https://scaffrey.coding.net/p/hosts/git / https://git.qvq.network/googlehosts/hosts
keras_learning
In this repository, I will make notes about keras application
Multi-label-Inception-net
Multi-label image classification using pretrained Inception net.
PyTorch-101-Tutorial-Series
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
skin_wsi_classification
source experimental codes for skin wsi classification
SpaTIL
histomorphometrics that quantify the interaction of TILs and Tumor Cell
StainTools
Tools for tissue image stain normalization and augmentation in Python 3. [python, scientific]
survival-cnn-estimator
Tutorial on survival analysis using TensorFlow.
tcga_data_access
download .svs images and patient info
TCGA_nuclei_segmentation
this project aims at segmenting cell nuclei using deep learning models.
TCGA_PRAD_Gleason_CSLBP
TCGA prostate cancer Gleason score prediction using completed and statistical local binary patterns (Matlab/Python programs)
tensorflow1.6-CUDA9.0-cuDnn7.0-Installation
tensorflow installation on win10
TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
WWW20-Hands-on-Tutorial
Materials for DGL hands-on tutorial in WWW 2020
xhm_code_repos
Hongming Xu's code repository