Practice Management

Information Technology

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

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Showing 1702-1722 of 4,576 articles
No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery

Deep learning models trained on extensive Electronic Health Records (EHR) data have achieved high ...

Neuromorphic Mimicry Attacks Exploiting Brain-Inspired Computing for Covert Cyber Intrusions

Neuromorphic computing, inspired by the human brain's neural architecture, is revolutionizing arti...

A Non-Zero-Sum Game Model for Optimal Cyber Defense Strategies

In the contemporary digital landscape, cybersecurity has become a critical issue due to the increa...

Diagnosing our datasets: How does my language model learn clinical information?

Large language models (LLMs) have performed well across various clinical natural language processi...

Machine learning in colorectal polyp surveillance: A paradigm shift in post-endoscopic mucosal resection follow-up.

Colorectal cancer remains a major health concern, with colorectal polyps as key precursors. Endoscop...

May 2025 40497087
Forecasting Surgical Bed Utilization: Architectural Design of a Machine Learning Pipeline Incorporating Predicted Length of Stay and Surgical Volume.

The objective of this study was to develop a machine learning model utilizing data from the electron...

May 2025 40397217
Application of AI Chatbot in Responding to Asynchronous Text-Based Messages From Patients With Cancer: Comparative Study.

BACKGROUND: Telemedicine, which incorporates artificial intelligence such as chatbots, offers signif...

May 2025 40397947
Early Diagnosis of Atrial Fibrillation Recurrence: A Large Tabular Model Approach with Structured and Unstructured Clinical Data

BACKGROUND: Atrial fibrillation (AF), the most common arrhythmia, is linked to high morbidity and ...

OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking

The code of nature, embedded in DNA and RNA genomes since the origin of life, holds immense potent...

hChain 4.0: A Secure and Scalable Permissioned Blockchain for EHR Management in Smart Healthcare

The growing utilization of Internet of Medical Things (IoMT) devices, including smartwatches and w...

Unifying concepts in information-theoretic time-series analysis

Information theory is a powerful framework for quantifying complexity, uncertainty, and dynamical ...

Structure-based Anomaly Detection and Clustering

Anomaly detection is a fundamental problem in domains such as healthcare, manufacturing, and cyber...

hChain: Blockchain Based Large Scale EHR Data Sharing with Enhanced Security and Privacy

Concerns regarding privacy and data security in conventional healthcare prompted alternative techn...

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

The rapid advancement of Large Language Models (LLMs) has stimulated interest in multi-agent colla...

Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness

Advanced healthcare predictions offer significant improvements in patient outcomes by leveraging p...

Assessment and Integration of Large Language Models for Automated Electronic Health Record Documentation in Emergency Medical Services.

Automating Electronic Health Records (EHR) documentation can significantly reduce the burden on care...

May 2025 40381087
Fairness-aware Anomaly Detection via Fair Projection

Unsupervised anomaly detection is a critical task in many high-social-impact applications such as ...

ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization

The field of Fake Image Detection and Localization (FIDL) is highly fragmented, encompassing four ...

Telecardiology unleashed: probing the depths of effectiveness in remote monitoring and telemedicine applications for acute cardiac conditions.

Telecardiology has emerged as a promising approach in acute cardiac care through advancements in dig...

May 2025 40377047
Enhanced effective convolutional attention network with squeeze-and-excitation inception module for multi-label clinical document classification.

Clinical Document Classification (CDC) is crucial in healthcare for organizing and categorizing larg...

May 2025 40379823
Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability

The proliferation of AI agents requires robust mechanisms for secure discovery. This paper introdu...

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