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Information Technology

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

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Rebalancing the Scales: A Systematic Mapping Study of Generative Adversarial Networks (GANs) in Addressing Data Imbalance

Machine learning algorithms are used in diverse domains, many of which face significant challenges...

Partial and Fully Homomorphic Matching of IP Addresses Against Blacklists for Threat Analysis

In many areas of cybersecurity, we require access to Personally Identifiable Information (PII), su...

CVE-LLM : Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models

The National Vulnerability Database (NVD) publishes over a thousand new vulnerabilities monthly, w...

Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models

Retrieval-Augmented Generation (RAG) systems face significant performance gaps when applied to tec...

From FAIR to CURE: Guidelines for Computational Models of Biological Systems

Guidelines for managing scientific data have been established under the FAIR principles requiring ...

Bibliometric Analysis of Scientific Production on the COVID-19 Effect in Information Sciences

This paper analyzes the scientific production on the COVID-19 effect in the area of Information Sc...

LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records

Lab tests are fundamental for diagnosing diseases and monitoring patient conditions. However, freq...

MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs

The task of automatically coding the International Classification of Diseases (ICD) in the medical...

Domination in Graph Theory: A Bibliometric Analysis of Research Trends, Collaboration and Citation Networks

This study conducts a comprehensive bibliometric analysis of research on domination in graph theor...

A Guide for Implementing an A.I-Driven Initiative in Rural Northern Ontario.

Diagnosing pulmonary embolism (PE) often requires specialized expertise in interpreting x-rays and r...

Feb 2025 39968552
Enhanced Anomaly Detection in IoMT Networks using Ensemble AI Models on the CICIoMT2024 Dataset

The rapid proliferation of Internet of Medical Things (IoMT) devices in healthcare has introduced ...

Towards a Trustworthy Anomaly Detection for Critical Applications through Approximated Partial AUC Loss

Anomaly Detection is a crucial step for critical applications such in the industrial, medical or c...

Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training

Large Language Models (LLMs) have shown remarkable advancements in specialized fields such as fina...

MITRE ATT&CK Applications in Cybersecurity and The Way Forward

The MITRE ATT&CK framework is a widely adopted tool for enhancing cybersecurity, supporting threat...

Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction

The burgeoning volume of electronic health records (EHRs) has enabled deep learning models to exce...

Leveraging large language models for structured information extraction from pathology reports

Background: Structured information extraction from unstructured histopathology reports facilitates...

A Roadmap to Address Burnout in the Cybersecurity Profession: Outcomes from a Multifaceted Workshop

This paper addresses the critical issue of burnout among cybersecurity professionals, a growing co...

Decentralized Entropy-Based Ransomware Detection Using Autonomous Feature Resonance

The increasing sophistication of cyber threats has necessitated the development of advanced detect...

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