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8dm50-machine-learning

TU/e 8DM50 Machine Learning in Medical Imaging and Biology course materials.

ai-projects

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

ai4all_nhanes

auto-sklearn

Automated Machine Learning with scikit-learn

automated-cardiac-segmentation-and-diagnosis

cancer-svm-pca-shap

With the cancer dataset, it is implemented SVM classifier and PCA. Also has SHAP to explain the model

chatgpt

Reverse engineered ChatGPT API

chatgpt-demo

A demo repo based on OpenAI API.

classifying-diabetes-with-nhanes

Classifying whether someone is diabetic, prediabetic, or healthy with the NHANES database.

clustering

K modes and K prototypes clustering

cnki-downloader

chrome 插件: 知网(CNKI)文献下载工具

correlation_stability_nhanes

Example of correlation and classification stability using NHANES

cs109a-final-project

Building data-driven model for predicting a person’s risk of dying based on NHANES I Epidemiologic Follow-up Study's clinical data and biochemical measurements

ct-gan

A GAN based framework for adding and removing medical evidence in 3D volumetric medical scans

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

data-analysis-project

Project on Data Analysis using NHANES Dataset

data-analysis-with-nhanes

In this repo we will overview all statistical analysis and methods implemented in python.We are analyzing the real world data which is NHANES-data.

data-science-tutorial

Code material for a data science tutorial

diabetes-study

Predict Prediabetes from NHANES data

download

Lantern官方版本下载 蓝灯 翻墙 代理 科学上网 外网 加速器 梯子 路由 proxy vpn circumvention gfw

dsai-wiki

:books: ApacheCN 数据科学和人工智能知识库

environmental-risk-score

A tool designed for examining the risk of exposure to multi-pollutants in epidemiologic research

environmental-risk-score-1

environmental-risk-score-aenet-

Environmental Risk Score using Adaptive Elasnic-Net

ers

Environmental Risk Score in R/ Sung Kyun Park, Bhramar Mukherjee

fastai

The fastai deep learning library

final_capstone

Using The National Health and Nutrition Examination Survey (NHANES) to Predict Heart Disease

gmu-umich-nhanes

National Health and Nutrition Examination Survey (NHANES)

healthcare-data-mining-projects

Data mining projects include predicting risk score of chronic diseases with NHANES data and analysis of patient and insurance claim data.

household-income-bmi-prediction-nhanes-data