This project focuses on classifying pathological images of signet ring cells from the WSI of gastrointestinal tissues.

Ultralytics YOLO11 🚀

🕶 A curated list of Tiny Object Detection papers and related resources.

SRPN: Similarity-based Region Proposal Networks for Nuclei and Cells Detection in Histology Images

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

基于YOLOv5的卫星图像目标检测demo | A demo for satellite imagery object detection based on YOLOv5

A collection of loss functions for medical image segmentation

deep learning for image processing including classification and object-detection etc.

Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis

Train a model to predict gene expression from histology slides.

A pan-cancer platform for mutation prediction from routine histology

Classification of Lung cancer slide images using deep-learning

Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.

Cancer metastasis detection with neural conditional random field (NCRF)

Breast Cancer Image Classification On WSI With Spatial Correlations https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

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 f…

Toolkit for WSI preprocess, such as resample & zoom, mask, roi selection ect.

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

Python Whole Slide Image Preprocessing

Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning

Implementation of Camelyon'16 grand challenge

Program for the analysis and visualization of whole-slide images in digital pathology

Library for Digital Pathology Image Processing

10x faster matrix and vector operations

Matrix Decompostion Techniques - SVD and QR Decomposition

吴恩达机器学习作业

Coursera Machine Learning By Prof. Andrew Ng