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Information Technology

Latest AI and machine learning research in information technology for healthcare professionals.

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Joint fusion of EHR and ECG data using attention-based CNN and ViT for predicting adverse clinical endpoints in percutaneous coronary intervention patients.

Predicting post-Percutaneous Coronary Intervention (PCI) outcomes is crucial for effective patient m...

Mar 2025 40048898
Enhancing diagnosis prediction with adaptive disease representation learning.

Diagnosis prediction predicts which diseases a patient is most likely to suffer from in the future b...

Mar 2025 40068484
Artificial intelligence in public health: promises, challenges, and an agenda for policy makers and public health institutions.

Artificial intelligence (AI) can rapidly analyse large and complex datasets, extract tailored recomm...

Feb 2025 40031938
Prediction and detection of terminal diseases using Internet of Medical Things: A review.

The integration of Artificial Intelligence (AI) with the Internet of Medical Things (IoMT) has revol...

Feb 2025 39999492
CECRel: A joint entity and relation extraction model for Chinese electronic medical records of coronary angiography via contrastive learning.

Entity and relation extraction from Chinese electronic medical records (EMRs) is a crucial foundatio...

Feb 2025 40010480
Cognitive performance classification of older patients using machine learning and electronic medical records.

Dementia rates are projected to increase significantly by 2050, posing considerable challenges for h...

Feb 2025 39994339
Hyperfusion: A hypernetwork approach to multimodal integration of tabular and medical imaging data for predictive modeling.

The integration of diverse clinical modalities such as medical imaging and the tabular data extracte...

Feb 2025 40037055
An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records.

BACKGROUND: Identifying key variables is essential for developing clinical outcome prediction models...

Feb 2025 39962480
Prediction of 90 day mortality in elderly patients with acute HF from e-health records using artificial intelligence.

AIMS: Mortality risk after hospitalization for heart failure (HF) is high, especially in the first 9...

Feb 2025 39949136
Natural language processing techniques applied to the electronic health record in clinical research and practice - an introduction to methodologies.

Natural Language Processing (NLP) has the potential to revolutionise clinical research utilising Ele...

Feb 2025 39946783
RespBERT: A Multi-Site Validation of a Natural Language Processing Algorithm, of Radiology Notes to Identify Acute Respiratory Distress Syndrome (ARDS).

Acute respiratory distress syndrome (ARDS) is a severe organ dysfunction associated with significant...

Feb 2025 40030382
An ontology-based rare disease common data model harmonising international registries, FHIR, and Phenopackets.

Although rare diseases (RDs) affect over 260 million individuals worldwide, low data quality and sca...

Feb 2025 39922817
A machine learning model using clinical notes to estimate PHQ-9 symptom severity scores in depressed patients.

BACKGROUND: Lack of widespread use of the Patient Health Questionnaire 9-item (PHQ-9) in clinical pr...

Feb 2025 39909164
Chaotic gradient based optimization with fuzzy temporal optimized CNN for heart failure prediction.

Heart failure is a leading cause of premature death, especially among individuals with a sedentary l...

Jan 2025 39890898
Enhancing Security Operations Center: Wazuh Security Event Response with Retrieval-Augmented-Generation-Driven Copilot.

The sophistication of cyberthreats demands more efficient and intelligent tools to support Security ...

Jan 2025 39943508
EHR-ML: A data-driven framework for designing machine learning applications with electronic health records.

OBJECTIVE: The healthcare landscape is experiencing a transformation with the integration of Artific...

Jan 2025 39891983
Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning.

INTRODUCTION: Unsupervised feature learning methods inspired by natural language processing (NLP) mo...

Jan 2025 39875929
Enhanced Phenotype Identification of Common Ocular Diseases in Real-World Datasets.

OBJECTIVE: For studies using real-world data, accurately identifying patients with phenotypes of int...

Jan 2025 40212931
Generative adversarial local density-based unsupervised anomaly detection.

Anomaly detection is crucial in areas such as financial fraud identification, cybersecurity defense,...

Jan 2025 39854383
Deep learning based prediction of depression and anxiety in patients with type 2 diabetes mellitus using regional electronic health records.

BACKGROUND: Depression and anxiety are prevalent mental health conditions among individuals with typ...

Jan 2025 39889672
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