World's Best Scientists 2026 revealed!

Overview

Hong-Jie Dai is affiliated with Southwest University in China and has conducted research primarily in the field of Computer Science.

Their work spans several subfields, including:

  • Artificial Intelligence
  • Molecular Biology
  • Health Information Management
  • Computer Vision and Pattern Recognition
  • Psychiatry and Mental Health

Their research topics cover a range of areas with a focus on applications in healthcare and biomedical data:

  • Machine Learning in Healthcare
  • Topic Modeling
  • Biomedical Text Mining and Ontologies
  • Natural Language Processing Techniques
  • Medical Coding and Health Information
  • Text Readability and Simplification
  • Image Retrieval and Classification Techniques

Recent publications authored or coauthored by Hong-Jie Dai include:

  • Deep Learning-Based Natural Language Processing for Screening Psychiatric Patients, 2021, Frontiers in Psychiatry
  • Cancer Registry Coding via Hybrid Neural Symbolic Systems in the Cross-Hospital Setting, 2021, IEEE Access

Other recent papers within the same research network, although not authored by Dai but relevant to their frequent collaboration groups, include:

  • Vickers Hardness Value Test via Multi-Task Learning Convolutional Neural Networks and Image Augmentation, 2022, Applied Sciences
  • OpenDeID Pipeline for Unstructured Electronic Health Record Text Notes Based on Rules and Transformers: Deidentification Algorithm Development and Validation Study, 2023, Journal of Medical Internet Research
  • Cohort selection for construction of a clinical natural language processing corpus, 2021, Computer Methods and Programs in Biomedicine Update

Hong-Jie Dai frequently collaborates with several researchers, including:

  • Chen-Kai Wang
  • Jitendra Jonnagaddala
  • Chi-Shin Wu
  • Chu-Hsien Su
  • Tatheer Hussain Mir

Their research outputs have been published repeatedly in venues such as:

  • Journal of Medical Internet Research
  • Frontiers in Psychiatry
  • IEEE Access
  • Computer Methods and Programs in Biomedicine Update
  • Applied Sciences

Best Publications

  • Overview of BioCreative II gene mention recognition

    Larry Smith;Lorraine K Tanabe;Rie Johnson nee Ando;Cheng-Ju Kuo

  • Eco-friendly polyvinyl alcohol/carboxymethyl cellulose hydrogels reinforced with graphene oxide and bentonite for enhanced adsorption of methylene blue.

    Hongjie Dai;Yue Huang;Huihua Huang

  • The CHEMDNER corpus of chemicals and drugs and its annotation principles.

    Martin Krallinger;Obdulia Rabal;Florian Leitner;Miguel Vazquez

  • Utilization of pineapple peel for production of nanocellulose and film application

    Hongjie Dai;Shiyi Ou;Yue Huang;Huihua Huang

  • Recent advances on cellulose nanocrystals for Pickering emulsions: Development and challenge

    Hongjie Dai;Jihong Wu;Huan Zhang;Yuan Chen

  • Enhanced Swelling and Responsive Properties of Pineapple Peel Carboxymethyl Cellulose-g-poly(acrylic acid-co-acrylamide) Superabsorbent Hydrogel by the Introduction of Carclazyte.

    Hongjie Dai;Huihua Huang

  • Extraction and comparison of cellulose nanocrystals from lemon (Citrus limon) seeds using sulfuric acid hydrolysis and oxidation methods.

    Huan Zhang;Yuan Chen;Shanshan Wang;Liang Ma

  • The gene normalization task in BioCreative III

    Zhiyong Lu;Hung-Yu Kao;Chih-Hsuan Wei;Minlie Huang

  • NERBio: using selected word conjunctions, term normalization, and global patterns to improve biomedical named entity recognition

    Richard Tzong Han Tsai;Cheng Lung Sung;Hong Jie Dai;Hsieh Chuan Hung

  • Pineapple peel carboxymethyl cellulose/polyvinyl alcohol/mesoporous silica SBA-15 hydrogel composites for papain immobilization.

    Hongjie Dai;Shiyi Ou;Zhijun Liu;Huihua Huang

  • Green pH/magnetic sensitive hydrogels based on pineapple peel cellulose and polyvinyl alcohol: synthesis, characterization and naringin prolonged release

    Hongjie Dai;Huan Zhang;Liang Ma;Hongyuan Zhou

  • Modified pineapple peel cellulose hydrogels embedded with sepia ink for effective removal of methylene blue

    Hongjie Dai;Huihua Huang

  • Synthesis and response of pineapple peel carboxymethyl cellulose-g-poly (acrylic acid-co-acrylamide)/graphene oxide hydrogels

    Hongjie Dai;Yuhao Zhang;Liang Ma;Huan Zhang

  • Properties of Pickering emulsion stabilized by food-grade gelatin nanoparticles: influence of the nanoparticles concentration.

    Xin Feng;Hongjie Dai;Liang Ma;Yu Fu

  • Overview of the interactive task in BioCreative V

    Qinghua Wang;Shabbir S. Abdul;Lara Almeida;Sophia Ananiadou

  • Using text mining to extract depressive symptoms and to validate the diagnosis of major depressive disorder from electronic health records.

    Chi-Shin Wu;Chian-Jue Kuo;Chu-Hsien Su;Shi‐Heng Wang

  • Coronary artery disease risk assessment from unstructured electronic health records using text mining

    Jitendra Jonnagaddala;Siaw-Teng Liaw;Pradeep Ray;Manish Kumar

  • Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenization.

    Hong Jie Dai;Po Ting Lai;Yung Chun Chang;Yung Chun Chang;Richard Tzong Han Tsai

  • New Challenges for Biological Text-Mining in the Next Decade

    Hong Jie Dai;Hong Jie Dai;Yen Ching Chang;Richard Tzong-Han Tsai;Wen Lian Hsu;Wen Lian Hsu

  • Direct fabrication of hierarchically processed pineapple peel hydrogels for efficient Congo red adsorption.

    Hongjie Dai;Yue Huang;Huan Zhang;Liang Ma

Frequent Co-Authors

Pradeep Ray
Pradeep Ray Shanghai Jiao Tong University
Andrew Chatr-aryamontri
Andrew Chatr-aryamontri University of Montreal
Cathy H. Wu
Cathy H. Wu University of Delaware
Patrick Ruch
Patrick Ruch Swiss Institute of Bioinformatics
Yu-Ju Chen
Yu-Ju Chen Academia Sinica
Lars Juhl Jensen
Lars Juhl Jensen University of Copenhagen
Mike Tyers
Mike Tyers University of Montreal
Tim Rocktäschel
Tim Rocktäschel University College London
Suresh Subramani
Suresh Subramani University of California, San Diego
Matthew Mort
Matthew Mort Cardiff University

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