Practice Management

Information Technology

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

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Feature efficiency in IoMT security: A comprehensive framework for threat detection with DNN and ML.

BACKGROUND: To address critical security challenges in the Internet of Medical Things (IoMT), this s...

Jan 2025 39746295
Machine learning-based forecast of Helmet-CPAP therapy failure in Acute Respiratory Distress Syndrome patients.

BACKGROUND AND OBJECTIVE: Helmet-Continuous Positive Airway Pressure (H-CPAP) is a non-invasive resp...

Dec 2024 39787918
[Telemedicine and AI-supported diagnostics in the daily routine of visceral medicine].

Advances in telemedicine, exemplified by augmented reality (AR) and virtual reality (VR), are rapidl...

Dec 2024 39738552
Utilizing Artificial neural networks (ANN) to regulate Smart cities for sustainable Urban Development and Safeguarding Citizen rights.

The advent of smart cities has brought about a paradigm shift in urban management and citizen engage...

Dec 2024 39738236
Adoption of Digital Therapeutics in Europe.

Digital therapeutics (DTx) are an emerging medical therapy comprising evidence-based interventions t...

Dec 2024 39741688
Mapping two decades of research in rheumatology-specific journals: a topic modeling analysis with BERTopic.

BACKGROUND: Rheumatology has experienced notable changes in the last decades. New drugs, including b...

Dec 2024 39734395
Automated feature selection for early keratoconus screening optimization.

In this paper, an automated feature selection (FS) method is presented to optimize machine learning ...

Dec 2024 39708053
Large language models for accurate disease detection in electronic health records: the examples of crystal arthropathies.

OBJECTIVES: We propose and test a framework to detect disease diagnosis using a recent large languag...

Dec 2024 39794274
Detecting cardiovascular diseases using unsupervised machine learning clustering based on electronic medical records.

BACKGROUND: Electronic medical records (EMR)-trained machine learning models have the potential in C...

Dec 2024 39702064
Engineering of Generative Artificial Intelligence and Natural Language Processing Models to Accurately Identify Arrhythmia Recurrence.

BACKGROUND: Large language models (LLMs) such as Chat Generative Pre-trained Transformer (ChatGPT) e...

Dec 2024 39676642
Attention and dilated convolutions inclusive deep-CNN with multiplexed texture features to diagnose Pathological and High Myopia.

In today's era, precise and timely diagnosis of ocular diseases are crucial as these disorders jeopa...

Dec 2024 39674070
Integrating AI-driven wearable devices and biometric data into stroke risk assessment: A review of opportunities and challenges.

Stroke is a leading cause of morbidity and mortality worldwide, and early detection of risk factors ...

Dec 2024 39675149
Navigating the unseen peril: safeguarding medical imaging in the age of AI.

In response to the increasing significance of artificial intelligence (AI) in healthcare, there has ...

Dec 2024 39717840
Development and validation of electronic health record-based, machine learning algorithms to predict quality of life among family practice patients.

Health-related quality of life (HRQol) is a crucial dimension of care outcomes. Many HRQoL measures ...

Dec 2024 39627388
Digital Information Ecosystems in Modern Care Coordination and Patient Care Pathways and the Challenges and Opportunities for AI Solutions.

The integration of digital technologies into health care has significantly enhanced the efficiency a...

Dec 2024 39622048
Integrating graph and reinforcement learning for vaccination strategies in complex networks.

Pandemics like COVID-19 have a huge impact on human society and the global economy. Vaccines are eff...

Dec 2024 39622907
Predicting the physiological effects of multiple drugs using electronic health record.

Various computational models have been developed to understand the physiological effects of drug-dru...

Dec 2024 39622100
A randomized controlled trial on evaluating clinician-supervised generative AI for decision support.

BACKGROUND: The integration of generative artificial intelligence (AI) as clinical decision support ...

Nov 2024 39631268
Developing a prediction model for cognitive impairment in older adults following critical illness.

BACKGROUND: New or worsening cognitive impairment or dementia is common in older adults following an...

Nov 2024 39614152
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