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Information Technology

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

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Explanation Beyond Individual Features: Instance-wise Feature Grouping for EHR Predictive Analytics.

Identifying relevant input features which contribute to the output of a clinical prediction model ca...

Nov 2025 41658403
Evaluation of a New Inclusive Next-Generation Synthetic Face Tool for Dysmorphology.

Background Facial analysis tools can assist in diagnosing rare genetic syndromes, but their accuracy...

Nov 2025 41194463
Machine learning-based prediction of short-term recurrence of colorectal adenomatous polyps following EMR: model development and validation study.

OBJECTIVE: This study aims to develop and validate a model for predicting the 1-year recurrence of a...

Oct 2025 41167041
GA-ConvE: An APT attack prediction method based on combination of graph attention network and 2D convolution.

APT (Advanced Persistent Threat) attacks have become a significant challenge in the field of cyberse...

Oct 2025 41135318
Early clinical implementation and evaluation of an NLP-Based AI system for thrombophilia assessment using electronic health records.

BACKGROUND: Thrombophilia evaluation requires integration of biochemical findings with clinical hist...

Oct 2025 41086641
Artificial intelligence in clinical trials: A comprehensive review of opportunities, challenges, and future directions.

BACKGROUND: Clinical trials face unprecedented challenges including recruitment delays affecting 80%...

Oct 2025 41075423
Innovative Approaches to Head and Neck Cancer Diagnosis.

Diagnosis, positioned between disease prevention and treatment, is essential for head and neck cance...

Oct 2025 41062406
Democratizing AI in Healthcare with Open Medical Inference (OMI): Protocols, Data Exchange, and AI Integration.

The integration of artificial intelligence (AI) into healthcare is transforming clinical decision-ma...

Sep 2025 41022108
AI in critical care: A roadmap to the future.

Artificial intelligence (AI) has the potential to revolutionize critical care medicine by enhancing ...

Sep 2025 40992126
Enhancing risk stratification for incident systolic heart failure through machine learning and natural language processing.

BACKGROUND: Clinical guidelines advocate use of validated risk models in patients experiencing heart...

Sep 2025 40992645
Global Trends and Emerging Themes in Tele-Ophthalmology Research: A Bibliometric Analysis (1993 to 2024).

BACKGROUND: Tele-ophthalmology is transforming eye care delivery, particularly in remote and underse...

Sep 2025 40959961
From promise to practice: A roadmap for artificial intelligence in critical care.

Artificial intelligence (AI) has regained strong momentum in medicine, driven by unprecedented compu...

Sep 2025 40966881
Artificial intelligence and infectious disease diagnostics: state of the art and future perspectives.

Artificial intelligence (AI) is reshaping infectious disease diagnostics by supporting clinical deci...

Sep 2025 40972627
Interpretable Semi-federated Learning for Multimodal Cardiac Imaging and Risk Stratification: A Privacy-Preserving Framework.

The growing heterogeneity of cardiac patient data from hospitals and wearables necessitates predicti...

Sep 2025 40911160
Assessment of Multimodal Natural Language Processing in Ascertaining Perioperative Safety Indicators From Preoperative Notes in Spine Surgery.

INTRODUCTION: Standard spine surgery machine learning (ML) models often rely on structured clinical ...

Aug 2025 40896824
The Case for the Pediatric Cardiologist-Informaticist.

One of the most ubiquitous and profound impacts to the delivery of healthcare over the last three de...

Aug 2025 40856790
Flexible wearable medical devices: from material innovations and data processing to intelligent healthcare applications.

BACKGROUND: Flexible wearable medical devices drive healthcare transformation via non-invasive, real...

Aug 2025 40850680
Enhancing mechanical ventilation management with AI: Computer vision for automated detection of ventilatory modes, parameters and asynchrony.

PURPOSE: To evaluate the performance of an artificial intelligence (AI)-based decision support platf...

Aug 2025 40848333
Artificial Intelligence in Anterior Cruciate Ligament Tear Diagnosis: A Bibliometric Analysis of the 50 Most Cited Studies.

INTRODUCTION: Since the 2000s, artificial intelligence (AI) publications in medicine have surged, pa...

Aug 2025 41867290
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