Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

• Extracting user profile via large language models and ontologies

  2026 PLoS ONE article Computer Science Speech and dialogue systems Open access

  0

  citations
• Autonomous Supply Chains: Integrating Artificial Intelligence, Digital Twins, and Predictive Analytics for Intelligent Decision Systems

  2026 Information article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  3

  citations
• An Entity-Based Visual Analytics System Enhancing Medical Expertise Acquisition: Development and Verification Study

  2026 JMIR Medical Informatics article Computer Science Data Visualization and Analytics Open access

  0

  citations
• Transformer-Based and Probabilistic Approaches for Topic Modeling in News Article Analysis

  2026 Lecture notes in networks and systems conference-paper Computer Science Topic Modeling

  0

  citations
• Neuro-symbolic AI for auditable cognitive information extraction from medical reports

  2025 Communications Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  24

  citations
• Streamlining admission with LOR insights: AI-Based leadership assessment in online master’s program

  2025 Discover Artificial Intelligence article Business, Management and Accounting AI and HR Technologies Open access

  0

  citations
• An Entity-based Visual Analytics System Enhancing Medical Expertise Acquisition: Development and Verification Study (Preprint)

  2025 preprint Computer Science Data Visualization and Analytics

  0

  citations
• Clinical Text Classification for Tuberculosis Diagnosis Using Natural Language Processing and Deep Learning Model with Statistical Feature Selection Technique

  2025 Informatics article Computer Science Machine Learning in Healthcare Open access

  6

  citations
• Fine-tuning of language models for automated structuring of medical exam reports to improve patient screening and analysis

  2025 Scientific Reports article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

  2

  citations
• Exploring Deep Learning Approaches for Real-Time Anonymization and Privacy Preservation in Unstructured Data

  2025 conference-paper Computer Science Privacy-Preserving Technologies in Data

  1

  citations
• TEXTBLOB-BASED SENTIMENT ANALYSIS OF TABUNGAN PERUMAHAN RAKYAT (TAPERA) POLICY: A PUBLIC PERCEPTION STUDY

  2025 J TI UNDIP JURNAL TEKNIK INDUSTRI article Computer Science Sentiment Analysis and Opinion Mining Open access

  0

  citations

11 results

• Understand, Manage, and Prevent Algorithmic Bias

  2019 Apress eBooks book Social Sciences Ethics and Social Impacts of AI

  30

  citations
• Bias Discovery in Machine Learning Models for Mental Health

  2022 Information article Social Sciences Ethics and Social Impacts of AI Open access

  29

  citations
• Identification of patients with carotid stenosis using natural language processing

  2020 European Radiology article Computer Science Machine Learning in Healthcare

  27

  citations
• ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes

  2022 Expert Systems with Applications article Computer Science Machine Learning in Healthcare Open access

  24

  citations
• Impact of De-Identification on Clinical Text Classification Using Traditional and Deep Learning Classifiers

  2019 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access

  22

  citations
• ETM: Enrichment by topic modeling for automated clinical sentence classification to detect patients’ disease history

  2020 Journal of Intelligent Information Systems article Computer Science Machine Learning in Healthcare Open access

  22

  citations
• Named Entity Recognition for Chinese biomedical patents

  2020 International Conference on Computational Linguistics conference-paper Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

  21

  citations
• Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods

  2020 IEEE Journal of Biomedical and Health Informatics article Health Professions Artificial Intelligence in Healthcare

  16

  citations
• Data-Driven Lexical Normalization for Medical Social Media

  2019 Multimodal Technologies and Interaction article Computer Science Natural Language Processing Techniques Open access

  12

  citations
• Automated gathering of real-world data from online patient forums can complement pharmacovigilance for rare cancers

  2022 Scientific Reports article Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access cited by 1 patent

  10

  citations
• Generalizability Challenges of Mortality Risk Prediction Models: A Retrospective Analysis on a Multi-center Database

  2021 medRxiv preprint Social Sciences Insurance, Mortality, Demography, Risk Management Open access

  9

  citations
• Making Sense of Violence Risk Predictions Using Clinical Notes

  2020 Lecture notes in computer science conference-paper Computer Science Machine Learning in Healthcare Open access

  7

  citations
• Exploratory Analysis of Electronic Health Records using Topic Modeling

  2021 Journal of Information and Data Management article Computer Science Machine Learning in Healthcare Open access

  6

  citations
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