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Information Technology

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

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Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series

Accurately predicting blood glucose (BG) levels of ICU patients is critical, as both hypoglycemia ...

Advancing Biomedical Signal Security: Real-Time ECG Monitoring with Chaotic Encryption

The real time analysis and secure transmission of electrocardiogram (ECG) signals are critical for...

Data streaming platform for crowd-sourced vehicle dataset generation

Vehicles are sophisticated machines equipped with sensors that provide real-time data for onboard ...

Enhancing Enterprise Security with Zero Trust Architecture

Zero Trust Architecture (ZTA) represents a transformative approach to modern cybersecurity, direct...

Development of CODO: A Comprehensive Tool for COVID-19 Data Representation, Analysis, and Visualization

Artificial intelligence (AI) has become indispensable for managing and processing the vast amounts...

Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense

Recent advances in multi-agent reinforcement learning (MARL) have created opportunities to solve c...

TELII: Temporal Event Level Inverted Indexing for Cohort Discovery on a Large Covid-19 EHR Dataset

Cohort discovery is a crucial step in clinical research on Electronic Health Record (EHR) data. Te...

Fine-tuning foundational models to code diagnoses from veterinary health records

Veterinary medical records represent a large data resource for application to veterinary and One H...

MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling

Automatic subphenotyping from electronic health records (EHRs)provides numerous opportunities to u...

A large collection of bioinformatics question-query pairs over federated knowledge graphs: methodology and applications

Background. In the last decades, several life science resources have structured data using the sam...

GENEVIC: GENetic data Exploration and Visualization via Intelligent interactive Console.

SUMMARY: The vast generation of genetic data poses a significant challenge in efficiently uncovering...

Oct 2024 39115390
Accelerating Malware Classification: A Vision Transformer Solution

The escalating frequency and scale of recent malware attacks underscore the urgent need for swift ...

A GEN AI Framework for Medical Note Generation

The increasing administrative burden of medical documentation, particularly through Electronic Hea...

Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects

Machine learning has brought significant advances in cybersecurity, particularly in the developmen...

Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams

In-basket message interactions play a crucial role in physician-patient communication, occurring d...

Towards Forever Access for Implanted Brain-Computer Interfaces

Designs for implanted brain-computer interfaces (BCIs) have increased significantly in recent year...

KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation

The integration of privacy measures, including differential privacy techniques, ensures a provable...

Building a Natural Language Interface for FHIR Clinical Terminology Server.

While Fast Healthcare Interoperability Resources (FHIR) clinical terminology server enables quick an...

Sep 2024 39320175
OSINT Clinic: Co-designing AI-Augmented Collaborative OSINT Investigations for Vulnerability Assessment

Small businesses need vulnerability assessments to identify and mitigate cyber risks. Cybersecurit...

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