panxipeng's repositories
nuclear_segandcls
Nuclear Segmentation and Classification with Imbalanced Annotations.
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
CAMELYON
The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.
deep-stroma-histology
Convolutional neural networks for extracting a "deep stroma score" from histological images of human cancer
deepcell-tf
Deep Learning Library for Single Cell Analysis
deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
EMLM
LesionMix Data Enhancement and Entropy Minimization for Semi-supervised Lesion Segmentation of Lung Cancer
fewshot-segmentation
On the Texture Bias for Few-Shot CNN Segmentation
FSMS-Surrogate
Semi-supervised few-shot learning for medical image segmentation
HE-WSI-lungTILs
Computerized tumor-infiltrating lymphocytes density score predicts survival of patients with resectable lung adenocarcinoma: a multi-institutional study
hover_net_modified
2nd Place Submission to ISBI 2020's MoNuSAC Post-Challenge
MASSL-segmentation-framework
Multi-task Attention-based Semi-supervised Learning framework for image segmentation
MetaVOS
Official code for the paper titled "Meta Learning Deep Visual Words for Fast Video Object Segmentation"
Nuclear-Segmentation-and-Classification-with-Imbalanced-Annotations
Deep Cost-Sensitive Network for Nuclear Segmentation and Classification with Imbalanced Annotations
Nuclei-Segmentation
This repository contains an implementation of a deep learning Mask R-CNN algorithm for nuclei segmentation from whole slide images of tissue sections using data from our MoNuSeg Challenge.
PDBL
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning
pma_python
Python wrapper library for PMA.start, a universal viewier for whole slide imaging and microscopy
transferlearning-tutorial
《迁移学习简明手册》LaTex源码
Triple_U-net
The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.
tx100_compath
statistical analyses and figures code provided for the publication "Geospatial immune variability illuminates differential evolution of lung adenocarcinoma"