Articles

A Population Health Intelligence Mesh for Cross-Regional Healthcare Analytics Integration

Fatima Zahra Amrani, Maria Gonzalez & Youssef Benali

Original Research | Open access | 20 January 2024 | Article: 24

A Surgical Complication Risk Lifecycle Architecture for Perioperative Analytics Systems

Julien Martin & Claire Dupont

Original Research | Open access | 20 January 2024 | Article: 25

Deep Reinforcement Learning for Personalized Adaptive Radiation Therapy Planning in Head and Neck Cancer Using Daily Cone-Beam CT and Dosimetric Constraints

Andreas Müller, Stefan Weber, Julia Hoffmann, Lukas Schneider & Tobias Klein

Original Research | Open access | 20 January 2024 | Article: 76

Multimodal Fusion Network Combining Whole-Slide Histopathology Images and Genomic Expression Data for Predicting Immunotherapy Response in Non-Small Cell Lung Cancer Patients

Maria Silva & Joao Pereira

Original Research | Open access | 20 January 2024 | Article: 77

Variational Autoencoder for Unsupervised Detection of Adverse Drug Reaction Signals from Electronic Health Record Clinical Notes and Laboratory Abnormalities

Ahmed Benali, Karim Boudiaf & Samir Touati

Original Research | Open access | 20 January 2024 | Article: 78

Spatiotemporal Graph Neural Network for Forecasting Daily Hospital Bed Demand at Regional Level Using Influenza-Like Illness Surveillance and Environmental Data

Sven Larsson, Erik Johansson & Anna Nilsson

Original Research | Open access | 20 January 2024 | Article: 79

Transformer Models in Clinical Natural Language: A Systematic Review of Pre-Training Corpora, Fine-Tuning Strategies, and Named Entity Recognition Performance

Paolo Ricci, Marco De Luca, Giulia Ferraro & Antonio Russo

Review | Open access | 20 January 2024 | Article: 80

Machine Learning for Predicting Patient No-Show Appointments in Outpatient Clinics: A Systematic Review of Model Types, Feature Categories, and Operational Implementation Success Rates

Chinedu Okafor & Amina Bello

Review | Open access | 20 January 2024 | Article: 81

Artificial Intelligence for Multimodal Early Detection of Alzheimer's Disease: A Systematic Review of Fusion Strategies and Performance Across Disease Stages (2017–2023)

Yousef Al-Qahtani, Fahad Al-Salem & Abdullah Al-Harbi

Review | Open access | 20 January 2024 | Article: 82

Causal Forest Models with Double Machine Learning for Heterogeneous Treatment Effects in Antihypertensive Therapy: A Position Paper on Personalized Prescribing from Observational EHR Data

Anna Kowalska, Piotr Nowak, Tomasz Zielinski & Katarzyna Mazur

Original Research | Open access | 20 January 2024 | Article: 83

Diffusion Probabilistic Models for Synthetic Chest X-Ray Generation: A Framework for Data Augmentation in Rare Disease Detection with Preserved Pathological Lesions

George Papadopoulos & Eleni Georgiou

Original Research | Open access | 20 January 2024 | Article: 84

A Transformer-Oriented Clinical Coding Intelligence Architecture for Administrative Interoperability

Hiroshi Nakamura & Yuta Kato

Original Research | Open access | 20 July 2023 | Article: 13

An AI-Orchestrated Emergency Department Triage Intelligence Architecture

Elena Ruiz, Lucia Torres, Javier Ruiz & Maria Gonzalez

Original Research | Open access | 20 July 2023 | Article: 14

A Wearable-Integrated Remote Monitoring Intelligence Loop for Chronic Care Systems

Karim Hassan, Nour Abdelrahman & Ahmed El-Kholy

Original Research | Open access | 20 July 2023 | Article: 15

Deep Learning Integration in Clinical Decision Infrastructure: A Systems-Oriented Review

Julien Martin & Claire Dupont

Review | Open access | 20 July 2023 | Article: 16

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