Practice Management

Information Technology

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

4,576 articles
Stay Ahead - Weekly Information Technology research updates
Subscribe
Browse Categories
Showing 1891-1911 of 4,576 articles
Algorithmic Segmentation and Behavioral Profiling for Ransomware Detection Using Temporal-Correlation Graphs

The rapid evolution of cyber threats has outpaced traditional detection methodologies, necessitati...

VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records

Methods to ensure factual accuracy of text generated by large language models (LLM) in clinical me...

An Explainable Disease Surveillance System for Early Prediction of Multiple Chronic Diseases

This study addresses a critical gap in the healthcare system by developing a clinically meaningful...

Salvaging Forbidden Treasure in Medical Data: Utilizing Surrogate Outcomes and Single Records for Rare Event Modeling

The vast repositories of Electronic Health Records (EHR) and medical claims hold untapped potentia...

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

Recent large language models (LLMs) have demonstrated significant advancements, particularly in th...

Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding

Artificial intelligence (AI) shows great potential in assisting radiologists to improve the effici...

Question Answering on Patient Medical Records with Private Fine-Tuned LLMs

Healthcare systems continuously generate vast amounts of electronic health records (EHRs), commonl...

Unveiling Zero-Space Detection: A Novel Framework for Autonomous Ransomware Identification in High-Velocity Environments

Modern cybersecurity landscapes increasingly demand sophisticated detection frameworks capable of ...

Ontology Matching with Large Language Models and Prioritized Depth-First Search

Ontology matching (OM) plays a key role in enabling data interoperability and knowledge sharing, b...

A Survey on Diffusion Models for Anomaly Detection

Diffusion models (DMs) have emerged as a powerful class of generative AI models, showing remarkabl...

CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education

Many non-traditional students in cybersecurity programs often lack access to advice from peers, fa...

MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare

We introduce the world's first clinical terminology for the Chinese healthcare community, namely M...

TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning

We propose TAMER, a Test-time Adaptive MoE-driven framework for Electronic Health Record (EHR) Rep...

HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection

The rapid progress in deep generative models has led to the creation of incredibly realistic synth...

Open Problems in Machine Unlearning for AI Safety

As AI systems become more capable, widely deployed, and increasingly autonomous in critical areas ...

Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis

Tongue diagnosis is a vital tool in Western and Traditional Chinese Medicine, providing key insigh...

Region of Interest based Medical Image Compression

The vast volume of medical image data necessitates efficient compression techniques to support rem...

A Study about Distribution and Acceptance of Conversational Agents for Mental Health in Germany: Keep the Human in the Loop?

Good mental health enables individuals to cope with the normal stresses of life. In Germany, appro...

Browse Categories