Information Technology

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

4,576 articles

Practice-Management Subcategories: Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling

Showing 1639-1659 of 4,576 articles

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

Biomedical text normalization through generative modeling.

OBJECTIVE: A large proportion of electronic health record (EHR) data consists of unstructured medica...

Jul 2025 40381869

Industrial Robotics and the Future of Work.

Starting in the 1970s with robots that were physically isolated from contact with their human co-wor...

Jul 2025 40309927

Federated Timeline Synthesis: Scalable and Private Methodology For Model Training and Deployment

We present Federated Timeline Synthesis (FTS), a novel framework for training generative foundatio...

Jun 2025 http://arxiv.org/abs/2506.23358v1

Ensemble BERT for Medication Event Classification on Electronic Health Records (EHRs)

Identification of key variables such as medications, diseases, relations from health records and c...

Jun 2025 http://arxiv.org/abs/2506.23315v1

Efficient Cybersecurity Assessment Using SVM and Fuzzy Evidential Reasoning for Resilient Infrastructure

With current advancement in hybermedia knowledges, the privacy of digital information has develope...

Jun 2025 http://arxiv.org/abs/2506.22938v1

Quantum Neural Networks for Wind Energy Forecasting: A Comparative Study of Performance and Scalability with Classical Models

Quantum Neural Networks (QNNs), a prominent approach in Quantum Machine Learning (QML), are emergi...

Jun 2025 http://arxiv.org/abs/2506.22845v1

Hardware acceleration for ultra-fast Neural Network training on FPGA for MRF map reconstruction

Magnetic Resonance Fingerprinting (MRF) is a fast quantitative MR Imaging technique that provides ...

Jun 2025 http://arxiv.org/abs/2506.22156v1

Cohort Retrieval using Dense Passage Retrieval

Patient cohort retrieval is a pivotal task in medical research and clinical practice, enabling the...

Jun 2025 http://arxiv.org/abs/2507.01049v1

mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale

Multivariate time series anomaly detection (MTS-AD) is critical in domains like healthcare, cybers...

Jun 2025 http://arxiv.org/abs/2506.21550v1

Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation

Retrieval-Augmented Generation (RAG) systems are emerging as a key approach for grounding Large La...

Jun 2025 http://arxiv.org/abs/2506.20869v1

[The analysis of invention patents in the field of artificial intelligent medical devices].

The emergence of new-generation artificial intelligence technology has brought numerous innovations ...

Jun 2025 40566772

CKD-EHR:Clinical Knowledge Distillation for Electronic Health Records

Electronic Health Records (EHR)-based disease prediction models have demonstrated significant clin...

Jun 2025 http://arxiv.org/abs/2506.15118v1

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices

The integration of AI/ML into medical devices is rapidly transforming healthcare by enhancing diag...

Jun 2025 http://arxiv.org/abs/2506.15028v1

RadFabric: Agentic AI System with Reasoning Capability for Radiology

Chest X ray (CXR) imaging remains a critical diagnostic tool for thoracic conditions, but current ...

Jun 2025 http://arxiv.org/abs/2506.14142v1

Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding

Electronic Health Record (EHR) data encompass diverse modalities -- text, images, and medical code...

Jun 2025 http://arxiv.org/abs/2506.13104v1

Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises

The Medical Information Mart for Intensive Care (MIMIC) datasets have become the Kernel of Digital...

Jun 2025 http://arxiv.org/abs/2506.12808v1

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification

The concept bottleneck model (CBM), as a technique improving interpretability via linking predicti...

Jun 2025 http://arxiv.org/abs/2506.12568v1

Ontology Enabled Hybrid Modeling and Simulation

We explore the role of ontologies in enhancing hybrid modeling and simulation through improved sem...

Jun 2025 http://arxiv.org/abs/2506.12290v1

Bug Classification in Quantum Software: A Rule-Based Framework and Its Evaluation

Accurate classification of software bugs is essential for improving software quality. This paper p...

Jun 2025 http://arxiv.org/abs/2506.10397v1

Practice Management