This project is release by KuoCh'ing Chang. We shooting this project to solve medical text processing.
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Updated
Jun 26, 2024 - Python
This project is release by KuoCh'ing Chang. We shooting this project to solve medical text processing.
The backend web service server that i2b2-client talks to. Based on an Express server and Sequelize ORM.
Predict next state of COVID patient from EHR information, treatment strategy and previous states
Projects relating to medicine and healthcare.
This is the Pytorch implementation of the paper in Journal of Periodontology "Construction of an end-to-end regression neural network for the determination of a quantitative index sagittal root inclination". https://aap.onlinelibrary.wiley.com/doi/10.1002/JPER.21-0492
AUS Senior Design Project - Early Lung Cancer Detection
Medical Term Dictionary built from MedDRA
Patient Identity and Record Location Management Protocol
We look into social media to predict mental health ailments and signal to practitioners to supply preventive care or initiate care giving. From the paper: "The language of mental health problems in social media"
Data Analysis of Malignant/Benign Tumors
Retinal Vessel Segmentation: Unified Approach This repository covers retinal vessel segmentation with image processing, machine learning, and deep learning techniques, utilizing methods like Frangi filter, Random Forest Classifier, and U-Net.
A self-contained setup for running and interacting with XNAT using Docker and docker-compose
SMART on FHIR version of Biligram, which integrates with EMR's to plot pre-discharge bilirubin nomograms for term and pre-term infants.
The final project of "Applying AI to EHR Data" of "AI for Healthcare" nanodegree - Udacity.
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