Practice Management

Staffing & Scheduling

Latest AI and machine learning research in staffing & scheduling for healthcare professionals.

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Showing 641-660 of 3,587 articles

AI‑guided design of 3D-printable gyroid spacers for scale‑resistant membrane distillation in sustainable water treatment.

Scaling of sparingly soluble salts remains a major barrier to deploying membrane distillation (MD) in sustainable water treatment. This work introduces an artificial intelligence (AI)-driven computational framework for designing scale-resistant feed spacers based on gyroid triply periodic minimal surfaces (TPMS) in direct-contact membrane distillation (DCMD). The framework bridges computational fl...

Apr 4 2026 41967243

Predicting repurchase behavior and optimizing marketing for e-commerce users with genetic algorithms and deep learning.

The quick expansions of e-commerce have increased competition, made client retention and repurchased predictions vital for sustainable corporate success. Traditional Deep Learning (DL) algorithms frequently fall short of collecting complex behavioral patterns and optimizing marketing campaigns. Research provides a unique framework that mixes DL and Genetic Algorithms (GA) to predict purchasing pat...

Apr 3 2026 41933056
Beyond block time: a head-to-head comparison of reinforcement learning, genetic algorithms, and predict-then-optimize scheduling for operating room workflow using discrete-event simulation.

BACKGROUND: Operating room (OR) inefficiency persists despite decades of process improvement, largely due to stochastic case durations, emergency disr...

Apr 2 2026 41946121
Focused Ultrasound-activated Extracellular Vesicles-nanoparticle Hybrids for Targeted Brain Drug Delivery: Engineering Strategies and Translational Outlook.

A revolutionary method for targeted neurotherapeutics is focused ultrasound (FUS)-mediated blood-brain barrier (BBB) regulation. In order to enable co...

Apr 2 2026 41935372
Trends in the studies of pharmacoresistant epilepsy- a review based on literature analysis (2015-2025).

Drug-resistant epilepsy (DRE) is a complex neurological disease that accounts for 30%-40% of all epilepsy cases. Its pathogenesis and treatment have a...

Apr 2 2026 41923268
Precision Risk Model Using Quantitative Assessment of Vascular Severity in Telemedicine-Based Screening.

IMPORTANCE: Retinopathy of prematurity (ROP) screening requires frequent examinations to avoid missed treatment-requiring disease, but this approach i...

Apr 2 2026 41926091
Multimodal instruction with AI-generated images for noun retention: Exploring semantic scene and materiality effects.

This study explores the effectiveness of integrating multimodal instruction with artificial intelligence (AI)-generated visual content into English no...

Apr 2 2026 41926482
Benchmarking text encoding strategies in multimodal clinical data for surgical case duration prediction.

BACKGROUND: Operating rooms (ORs) are highly resource-intensive, yet surgical case duration is often estimated using heuristics that are prone to erro...

Apr 1 2026 41936256
Density-dependent regulation of water use strategies in a desert plantation: stable isotope evidence from the Kubuqi Desert during the growing season.

Understanding how planting density regulates water-use strategies is crucial for sustainable afforestation in arid regions. In the Kubuqi Desert, stab...

Apr 1 2026 41965193
Bio-optimized complex valued spatiotemporal GNN for herbal species classification.

Herbs have long been integral to various health and medicinal benefits. Identifying the correct herb species from thousands of diverse options is a la...

Apr 1 2026 41922425
Neural Representations Across Multiple Stages in a Go/No-Go Task: Evidence From Multivariate Pattern Analysis.

The Go/No-Go task is one of the most commonly used paradigms in psychological research, yet traditional studies rely on single event-related potential...

Apr 1 2026 41925061
Biomass prediction and invasion assessment of Spartina alterniflora driven by remote sensing big data.

Coastal wetlands, as one of the three major ecosystems on Earth, play a critical role in maintaining biodiversity and ecological balance. In recent ye...

Apr 1 2026 41926843
Ardent Health: An AI-Enabled Virtual Care Model, from Pilot to Production.

Healthcare leaders face sustained uncertainty: workforce volatility, financial pressure, and accelerating technology change. In 2024-2025, Ardent Heal...

Apr 1 2026 41779920
Impact of a Digital Intelligence Platform on Radiology Workflow Efficiency and Patient Satisfaction: A Retrospective Cohort Study.

RATIONALE AND OBJECTIVES: Traditional radiology management models may face challenges in meeting the growing demand for medical imaging services, pote...

Mar 31 2026 41925457
Safeguarding Online Research in Eating Disorders Against Fraud: Increasing Risks and Practical Recommendations.

OBJECTIVE: Recent growth of online research has been accompanied by an increase in reports of fraudulent participants, which can significantly compris...

Mar 31 2026 41914650
Artificial Intelligence Tools for Automating Evidence Synthesis: Scoping Review.

BACKGROUND: Rapidly and accurately synthesizing large volumes of evidence is a time- and resource-intensive process. Once published, reviews often ris...

Mar 30 2026 41911537
A unified low-carbon cybersecurity framework integrating energy-efficient intrusion detection, lightweight cryptography, and carbon-aware scheduling for edge-cloud architectures.

The rapid expansion of edge-cloud computing infrastructures has intensified both cybersecurity demands and the associated energy consumption and carbo...

Mar 30 2026 41912554
Data-driven optimisation of sustainable high-performance concrete incorporating SCMs, biomass ash, and graphene nanoplatelets.

The current study outlines an integrated experimental and data-driven methodology of the development of sustainable high-performance concrete, using a...

Mar 30 2026 41912718
From reductionism to complex systems: Paradigm shift and knowledge evolution in competitive sports research using BERTopic.

BACKGROUND AND PURPOSE: With the exponential growth in the volume of competitive sports research, traditional bibliometric methods based on keyword co...

Mar 30 2026 41911258
From classical models to attention-based transformers: A comparative study of injury prediction pipelines in female varsity soccer.

This study aimed to compare four commonly used machine learning techniques, Support Vector Machine (SVM), XGBoost, Long Short-Term Memory (LSTM), and ...

Mar 29 2026 41932071
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