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Showing 1618-1638 of 4,571 articles

HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs

Automated clinical diagnosis remains a core challenge in medical AI, which usually requires models t...

Jan 2026 2601.13919v1

Early Prediction of Type 2 Diabetes Using Multimodal data and Tabular Transformers

This study introduces a novel approach for early Type 2 Diabetes Mellitus (T2DM) risk prediction usi...

Jan 2026 2601.12981v1

Learning Longitudinal Health Representations from EHR and Wearable Data

Foundation models trained on electronic health records show strong performance on many clinical pred...

Jan 2026 2601.12227v1

Rx Norm for Europe - Toward the representation of medicinal products in the OMOP CDM: Graph visualization and validation of two mapping approaches using the OHDSI USAGI tool and LLM

Medication product names in Swiss electronic health records are heterogeneous and often encode multi...

Jan 2026 10.64898/2026.01.15.26344216

LeMoF: Level-guided Multimodal Fusion for Heterogeneous Clinical Data

Multimodal clinical prediction is widely used to integrate heterogeneous data such as Electronic Hea...

Jan 2026 2601.10092v1

AI Agents Need Memory Control Over More Context

AI agents are increasingly used in long, multi-turn workflows in both research and enterprise settin...

Jan 2026 2601.11653v1

Artificial intelligence in bacterial diagnostics and antimicrobial susceptibility testing: Current advances and future prospects.

Recently, artificial intelligence (AI) has emerged as a transformative tool, enhancing the speed, ac...

Jul 2025 40184880

ML-Based Automata Simplification for Symbolic Accelerators

Symbolic accelerators are increasingly used for symbolic data processing in domains such as genomi...

Jul 2025 http://arxiv.org/abs/2507.08751v1

MCPmed: A Call for MCP-Enabled Bioinformatics Web Services for LLM-Driven Discovery

Bioinformatics web servers are critical resources in modern biomedical research, facilitating inte...

Jul 2025 http://arxiv.org/abs/2507.08055v1

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data

Eviction is a significant yet understudied social determinants of health (SDoH), linked to housing...

Jul 2025 http://arxiv.org/abs/2507.07421v1

Autonomous AI-based Cybersecurity Framework for Critical Infrastructure: Real-Time Threat Mitigation

Critical infrastructure systems, including energy grids, healthcare facilities, transportation net...

Jul 2025 http://arxiv.org/abs/2507.07416v1

Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing

Electronic Health Records (EHR) are time-series relational databases that record patient interacti...

Jul 2025 http://arxiv.org/abs/2507.06996v1

Vers un cadre ontologique pour la gestion des comp{é}tences : {à} des fins de formation, de recrutement, de m{é}tier, ou de recherches associ{é}es

The rapid transformation of the labor market, driven by technological advancements and the digital...

Jul 2025 http://arxiv.org/abs/2507.05767v1

[The standardization and digitalization and intelligentization represent the future development direction of hip arthroscopy diagnosis and treatment technology].

In recent years, hip arthroscopy has made great progress and has been extended to the treatment of i...

Jul 2025 40619962

BioPortal: an open community resource for sharing, searching, and utilizing biomedical ontologies.

BioPortal (https://bioportal.bioontology.org) is the world's most comprehensive repository of biomed...

Jul 2025 40357648

Improving Social Determinants of Health Documentation in French EHRs Using Large Language Models

Social determinants of health (SDoH) significantly influence health outcomes, shaping disease prog...

Jul 2025 http://arxiv.org/abs/2507.03433v1

On Demographic Transformation: Why We Need to Think Beyond Silos

Developed nations are undergoing a profound demographic transformation, characterized by rapidly a...

Jul 2025 http://arxiv.org/abs/2507.03129v1

Large Language Models for Automating Clinical Data Standardization: HL7 FHIR Use Case

For years, semantic interoperability standards have sought to streamline the exchange of clinical ...

Jul 2025 http://arxiv.org/abs/2507.03067v1

Medical Data Pecking: A Context-Aware Approach for Automated Quality Evaluation of Structured Medical Data

Background: The use of Electronic Health Records (EHRs) for epidemiological studies and artificial...

Jul 2025 http://arxiv.org/abs/2507.02628v1

A Weakly Supervised Transformer to Support Rare Disease Diagnosis from Electronic Health Records: Methods and Applications in Rare Pulmonary Disease

Rare diseases affect an estimated 300-400 million people worldwide, yet individual conditions ofte...

Jul 2025 http://arxiv.org/abs/2507.02998v1

Foundation Models for Clinical Records at Health System Scale

Large-scale pretraining has transformed modeling of language and other data types, but its potenti...

Jul 2025 http://arxiv.org/abs/2507.00574v1