Systematic Review
Published on 27 Nov 2025
Advances in machine and deep learning for ECG beat classification: a systematic review
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1649923
- 2,047 views
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353 articles
articles
Systematic Review
Accepted on 26 Nov 2025
An In-Depth Exploration of Machine Learning Methods for Mental Health State Detection: A Systematic Review and Analysis
in Health Informatics
Frontiers in Digital Health
- 213 views
Original Research
Published on 26 Nov 2025
Optimized BERT-based NLP outperforms zero-shot methods for automated symptom detection in clinical practice
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1623922
- 921 views
Original Research
Accepted on 18 Nov 2025
Assessing ChatGPT versus evidence-based online responses for polycystic ovary syndrome (PCOS) self-management and education: an international cross-sectional blinded survey of healthcare professionals
in Health Informatics
Frontiers in Digital Health
- 251 views
Review
Published on 18 Nov 2025
Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1644291
- 1,030 views
Original Research
Published on 18 Nov 2025
Feasibility of predicting next-day fatigue levels using heart rate variability and activity-sleep metrics in people with post-COVID fatigue
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1689846
- 1,996 views
Systematic Review
Published on 17 Nov 2025
Architectural patterns for health information systems: a systematic review
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1694839
- 2,035 views
Brief Research Report
Published on 17 Nov 2025
Artificial intelligence in thoracic surgery consultations: evaluating the concordance between a large language model and expert clinical decisions
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1633278
- 1,177 views
Original Research
Published on 14 Nov 2025
Sex and age estimation from cardiac signals captured via radar using data augmentation and deep learning: a privacy concern
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1616770
- 668 views
Original Research
Published on 14 Nov 2025
Open LLM-based actionable incidental finding extraction from [18F]fluorodeoxyglucose PET-CT radiology reports
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1702082
- 1,299 views
Mini Review
Published on 03 Nov 2025
Generative AI in clinical (2020–2025): a mini-review of applications, emerging trends, and clinical challenges
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1653369
- 4,211 views
Mini Review
Published on 31 Oct 2025
Current application and future pathways of smart older adult care services in China
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1656624
- 1,751 views
Original Research
Published on 27 Oct 2025
Decentralized digital health ecosystems: a unified architecture for AI-enhanced medical record management
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1685628
- 2,014 views
Original Research
Published on 27 Oct 2025
Data protection, interoperability and governance assessment tool: results from a proof-of-concept survey
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1685774
- 1,041 views
Review
Published on 17 Oct 2025
Increasing the inclusivity of digital health co-production: an integrative review
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1636469
- 1,612 views
- 1 citation
Original Research
Published on 15 Oct 2025
Artificial intelligence in patient education: evaluating large language models for understanding rheumatology literature
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1623399
- 1,326 views
Systematic Review
Published on 14 Oct 2025
Trends and developments in health systems modeling: a bibliometric analysis
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1595310
- 1,477 views
Original Research
Published on 07 Oct 2025
Comparative performance evaluation of large language models in answering esophageal cancer-related questions: a multi-model assessment study
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1670510
- 1,968 views
Original Research
Published on 07 Oct 2025
Non-contact human identification through radar signals using convolutional neural networks across multiple physiological scenarios
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1637437
- 1,176 views
Original Research
Published on 06 Oct 2025
Streamlining wearable data integration for EHDS: a case study on advancing healthcare interoperability using Garmin devices and FHIR
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1636775
- 3,046 views
Original Research
Published on 30 Sep 2025
MYSTETH—home-based heart monitoring
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1616334
- 1,412 views
Systematic Review
Published on 30 Sep 2025
Large language models in real-world clinical workflows: a systematic review of applications and implementation
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1659134
- 4,490 views
- 6 citations
Perspective
Published on 29 Sep 2025
Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1637195
- 3,088 views
- 1 citation
Review
Published on 23 Sep 2025
AI reshaping life sciences: intelligent transformation, application challenges, and future convergence in neuroscience, biology, and medicine
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1666415
- 5,007 views