Practice Management

Information Technology

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

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Showing 2185-2205 of 4,576 articles
Smartphone-Based Balance Assessment Using Machine Learning.

This study explores the potential of smartphones to objectively assess balance, which is crucial for...

Jul 2024 40039846
Remote Motor Rehabilitation: EMG-IMU based Deep Learning Model Improves the Estimate of Wrist Kinematics.

Technology for motor rehabilitation faces challenges in uncontrolled settings, such as at home. In t...

Jul 2024 40040042
Cost-Saving Data-Driven Diabetic Retinopathy Prediction via a Sampling-Empowered Incremental Learning Approach.

Diabetic retinopathy (DR) is a serious complication of diabetes that can lead to vision impairment o...

Jul 2024 40040100
PhishNet: A Phishing Website Detection Tool using XGBoost

PhisNet is a cutting-edge web application designed to detect phishing websites using advanced mach...

TA-RNN: an attention-based time-aware recurrent neural network architecture for electronic health records.

MOTIVATION: Electronic health records (EHRs) represent a comprehensive resource of a patient's medic...

Jun 2024 38940180
Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making

Recently, large language models (LLMs) have expanded into various domains. However, there remains ...

From data to diagnosis: skin cancer image datasets for artificial intelligence.

Artificial intelligence (AI) solutions for skin cancer diagnosis continue to gain momentum, edging c...

Jun 2024 38549552
Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy

An Electronic Health Record (EHR) is an electronic database used by healthcare providers to store ...

Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing.

OBJECTIVE: Leverage electronic health record (EHR) audit logs to develop a machine learning (ML) mod...

Jun 2024 38700253
Comparing natural language processing representations of coded disease sequences for prediction in electronic health records.

OBJECTIVE: Natural language processing (NLP) algorithms are increasingly being applied to obtain uns...

Jun 2024 38719204
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction.

BACKGROUND: Error analysis plays a crucial role in clinical concept extraction, a fundamental subtas...

Jun 2024 38742455
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning

The Internet of Things (IoT) has been introduced as a breakthrough technology that integrates inte...

The Vertebrate Breed Ontology: Towards Effective Breed Data Standardization

Background: Limited universally-adopted data standards in veterinary medicine hinder data interope...

Integrating and Adopting AI in the Radiology Workflow: A Primer for Standards and Integrating the Healthcare Enterprise (IHE) Profiles.

The deployment of artificial intelligence (AI) solutions in radiology practice creates new demands o...

Jun 2024 38888474
Comments on Contemporary Uses of Machine Learning for Electronic Health Records.

Various decisions concerning the management, display, and diagnostic use of electronic health record...

Jun 2024 39466097
Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.

OBJECTIVE: We developed and externally validated a machine-learning model to predict postpartum depr...

May 2024 38531676
[The ethics of IA in medicine must be based on the practical ethics of the healthcare relationship].

THE ETHICS OF IA IN MEDICINE MUST BE BASED ON THE PRACTICAL ETHICS OF THE HEALTHCARE RELATIONSHIP. A...

May 2024 38833240
Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models.

OBJECTIVES: Leveraging artificial intelligence (AI) in conjunction with electronic health records (E...

Apr 2024 38520723
Data governance and Gensini score automatic calculation for coronary angiography with deep-learning-based natural language extraction.

With the widespread adoption of electronic health records, the amount of stored medical data has bee...

Feb 2024 38549319
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