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@dhchenx
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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dhchenx/README.md

Donghua Chen The Explorer (dhchenx)

🌱🔭 My open-source projects:

Medical Informatics

Big Data Analysis

Machine Learning/Deep Learning

Bibliometrics

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

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  1. umls-similarityumls-similarityPublic

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

    Perl 16

  2. semantic-kitsemantic-kitPublic

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

    Python 5 1

  3. AB3DMTAB3DMTPublic

    Agent-based 3D Modelling Toolkit (AB3DMT)

  4. umls-graphumls-graphPublic

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

    Python 20 2

  5. ICD11-CACICD11-CACPublic

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

    C# 14 4

  6. mmkit-featuresmmkit-featuresPublic

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

    Python 7


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