dhchenx Goto Github PK

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Name: Donghua Chen

Type: User

Company: Department of Artificial Intelligence, University of International Business and Economics

Bio: His research areas focus on Natural Language Processing, Knowledge Modeling, Big Data Analysis, and Artificial Intelligence in Medical Informatics.

Location: Beijing, China

Blog: https://dhchenx.github.io/

Donghua Chen The Explorer (dhchenx)

🌱🔭 My open-source projects：

Natural Language Processing

cn-sentiment-measures: Chinese sentiment analysis
Wseg: Word segmentation
ner-kit: Named entity recognition
rsnltk: Rust-based NLTK
semantic-kit: Semantic anlaysis ✨

Medical Informatics

ICD11-CAC: ICD-11 computer-assisted coding
umls-similarity: Estimate medical concept similarity ✨
Health-Metaverse: Metaverse in Healthcare
med-terms: Build medical term dictionary
umls-graph: UMLS graph database✨
MMGD: Multimodal medical graph database

Big Data Analysis

Catla-HS: A tuning system for Hadoop and Spark ✨
SimpleHadoopTool: Simple Hadoop job submitting tool

Machine Learning/Deep Learning

mmkit-features: Multimodal Feature Extraction Toolkit ✨
DeepFaceEmotion: A revised Deepface
speech-feature-kit: Speech feature extraction
correlation-kit: Pearson's correlation estimation

Bibliometrics

biblio-laws: Laws of bibliometrics
wos-table: Web of Science data analysis

Agent-Based Modeling and Simulation

AB3DMT: Agent-based 3D modeling toolkit based on NetLogo ✨
MedSim3D: 3D modeling and simulation framework for medical education ✨
LightLogo: A lightweight Logo-based agent-based simulation toolkit

Rapid Application Development

DBFactory: MSSQL wrapper
SafePI: Protect code theft
rsfile: file operations in Rust
quick-pypi: quickly deploy PyPI projects
quick-csv: quickly read and write CSV files
quick-crawler: Quick Crawler

Donghua Chen's Projects

3d-point-clouds

3D Point Clouds for NetLogo

ab3dmt

Agent-based 3D Modelling Toolkit (AB3DMT)

basic-interpreter

Simple BASIC Interpreter Written in Pascal

biblio-laws

A toolkit to examine Laws of Bibliometrics based on bibliometric data

catla

The Catla Project

catla-hs

Catla for Hadoop and Spark (Catla-HS): An open-source system to support tuning MapReduce performance on Hadoop and Spark clusters.

chatgpt-in-healthcare

The use of ChatGPT in the healthcare sector

cn-sentiment-measures

A toolkit for estimating Chinese sentiment scores with multiple measures.

correlation-kit

A toolkit for estimating the correlation between variables

dataset2topics

To demonstrate the topic modeling and sentiment analysis using a dataset

dbfactory

A C# wrapper for rapidly accessing Microsoft SQL database

deepfaceemotion

A revised DeepFace to have callback function for saving emotion inside program

dhchenx

My open-source project list

dhchenx.github.io

My GitHub Home Page

health-metaverse

A Research Project on Metaverse in Healthcare (Health Metaverse)

icd11-cac

The project hosts the data, methods and tools about Computer-Assisted Coding of ICD-11 in medical coding scenes.

infrared-image-seg

Divide an infrared thermal image with temperature information

irt-face-od

Infrared Thermal Face Object Detection Framework

irt-human

Infrared Thermal Imaging on Human

jupyterlite

learningcode

A place storing notes of learning new programming languages

lightlogo

Lightweight Logo 3D

med-terms

Medical Term Dictionary built from MedDRA

medsim3d

Medical Simulation Framework in the 3D Environment

mmgd

Multimodal Medical Graph Database (MMGD)

mmkit-features

A multimodal architecture to build multimodal knowledge graphs with flexible multimodal feature extraction and dynamic multimodal concept generation

ner-kit

A toolkit for simple NLP APIs based on Stanza

netlogo-custom-map

A NetLogo project to demonstrate the use of custom map in NetLogo

opinionx

A toolkit to extract opinions and useful information from text

opt-cpp-backend

C and C++ visualizer backend for Online Python Tutor