dhchenx

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Donghua Chen dhchenx

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

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Department of Artificial Intelligence, University of International Business and Economics
Beijing, China
https://dhchenx.github.io/

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Achievements

dhchenx/README.md

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

Pinned Loading

umls-similarity umls-similarity Public

Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)

Perl 16
semantic-kit semantic-kit Public

A toolkit to estimate semantic similarity and relatedness between words/sentences

Python 5 1
AB3DMT AB3DMT Public

Agent-based 3D Modelling Toolkit (AB3DMT)
umls-graph umls-graph Public

Build a medical knowledge graph based on Unified Language Medical System (UMLS)

Python 17 2
ICD11-CAC ICD11-CAC Public

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

C# 12 4
mmkit-features mmkit-features Public

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

Python 6