initial
| Application Relacted/Machine Learning/Supervised learning | ||
| Tool Relected/Machine Learning/Supervised learning | ||
| 2017-Radiomics Analysis for Evaluation of Pathological Complete Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer.pdf | ||
| 2018-GUT-WangKun.pdf | ||
| 2018-Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy.pdf | ||
| 2019-Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network.pdf | ||
| README.md | ||
| 基于Faster_RCNN的结核杆菌自动检测方法研究与应用_卞景帅.pdf | ||
| 基于深度学习的医学CT图像中器官的区域检测_嵇伟伟.pdf | ||
Must-read papers
本仓库主要分享在医疗影像（CT/核磁/超声）处理领域值得一读的文章😊
Content
| 1. Tool related | |
| 1.1 Machine Learning | 1.2 Deep Learning |
| 1.3 Radiomics | |
| 2. Application related | |
| 2.1 Machine Learning | 2.2 Deep Learning |
| 2.3 Radiomics | 2.4 Combination |
| 3. Related Research Platform | |
Tool related
Machine Learning Theory
Deep Learning Theory
Radiomics Theory
Application related
Machine Learning
有监督学习
- Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
[paper](./Application Related/Machine Learning/Supervised learning/2019-Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network.pdf)
**Awni Y. Hannun Pranav Rajpurkar, Masoumeh Haghpanahi, Geoffrey H. Tison, Codie Bourn, Mintu P. Turakhia and Andrew Y. Ng