Vol 3, Issue 1 (2024)

A Digital Twin–Driven Hospital Operations Intelligence Framework

Hiroshi Tanaka, Anna Schmid, Lucas Meyer & Yuki Sato

Original Research | Open access | 20 January 2024 | Article: 19

Multi-Relational Graph Learning for Patient Similarity and Clinical Decision Support

Ahmed Mansour & Claire Martin

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

A Medication Adherence Intelligence Loop within Pharmacy–EHR Interoperability Networks

Lucas Pereira, Bruno Martins, Neha Sharma & Ravi Kumar

Original Research | Open access | 20 January 2024 | Article: 21

Architecting a Multimodal Oncology Intelligence Platform for Integrated Imaging and EHR Ecosystems

Laura Meier, Thomas Braun, Stefan Koch & Daniel Fischer

Original Research | Open access | 20 January 2024 | Article: 22

Deep Multimodal Diagnostic Fusion of Medical Imaging and Structured Clinical Data

Nguyen Thanh Huy, Le Thi Bich & Pham Quang Minh

Original Research | Open access | 20 January 2024 | Article: 23

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

Maria Gonzalez, Youssef Benali & Fatima Zahra Amrani

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

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