Practice Management

Staffing & Scheduling

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

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Showing 301-320 of 3,587 articles

Pioneering detonation pressure in energetic materials.

Accurate prediction of detonation performance is a critical challenge in the design and screening of energetic materials due to the complex and nonlinear interactions among their physicochemical and molecular descriptors. In this study, a comprehensive data-driven framework based on machine learning (ML) algorithms is developed to predict detonation pressure using a curated dataset of 222 distinct...

Jun 25 2026 42350575

Heterogeneous income gradients in early motherhood in Mexico: a population-based multi-method study, 2000-2020.

BACKGROUND: Early motherhood remains a major public health and equity challenge in low- and middle-income countries, especially in Latin America. While poverty, education, gender norms, and barriers to sexual and reproductive health are well-established determinants, how household income translates into (or fails to translate into) delayed childbearing remains insufficiently understood-particularl...

Jun 25 2026 42351120
Machine learning-driven prediction of healthcare resource trends and optimal allocation strategies: a data-driven approach.

BACKGROUND: With the advancement of hierarchical diagnosis and treatment systems in China, primary healthcare institutions have become pivotal in deli...

Jun 25 2026 42351145
Dynamic gut microbiota shift in chronic liver disease progression: machine learning models and the E/Er ratio as a predictive biomarker.

BACKGROUND: Chronic liver disease (CLD) and its progression to compensated cirrhosis (CC), decompensated cirrhosis (DC), and acute-on-chronic liver fa...

Jun 25 2026 42351186
Impact of machine learning on spare parts availability for critical medical devices: a supervised machine learning perspective.

PURPOSE: This paper seeks to improve the reliability and quality of operation of the critical medical equipment methods through the combination of fai...

Jun 25 2026 41392590
Pediatric radiology informatics within a larger academic practice.

As academic health systems increasingly consolidate with unified electronic health records (EHR), picture archiving and communication systems (PACS), ...

Jun 24 2026 42340425
Vision-Based Artificial Intelligence Technologies for Epilepsy Monitoring: Scoping Review and Taxonomy Development Study.

BACKGROUND: Artificial intelligence (AI) technologies for vision-based epilepsy monitoring are advancing rapidly in health care. Despite growing resea...

Jun 24 2026 42341241
Stochastic Expansion of Radionuclide Inhalation Dosimetry for Consequence Management Application: Uncertainty and Sensitivity Analysis in the ICRP 130 Human Respiratory Tract Model.

Releases from nuclear or radiological security events can result in significant internal radiation contamination through inhalation of particulate con...

Jun 24 2026 42341778
Effectiveness of Artificial Intelligence-Assisted Peer Teaching in Orthopedic Clinical Education: Historical Cohort Study.

BACKGROUND: Peer teaching is an established pedagogical approach in medical education; yet, traditional methods face challenges including inconsistent...

Jun 24 2026 42342241
Multi-objective task scheduling using SBA-based deep reinforcement learning in cloud computing.

Cloud computing is a key enabler of modern computing services, offering scalability and flexibility. However, efficient management of cloud resources ...

Jun 24 2026 42342783
Wind forecasting-driven profit optimization in deregulated energy markets using long short-term memory and American zebra optimization algorithm.

The growing use of renewable energy sources (RES), particularly wind power (WP), in deregulated electricity markets has resulted in large operating un...

Jun 24 2026 42342914
Impact of a Practical, Hands-On, Continuing Professional Development Course About AI in Health Care Professions Education on the Perceptions and Behaviors of Health Care Educators: Qualitative Case Study.

BACKGROUND: Artificial intelligence (AI) is increasingly being used in many aspects of society, including health care and education. AI has the potent...

Jun 23 2026 42337802
Drug repositioning as an antivirulence strategy: Ketoprofen targets quorum sensing and biofilm in Serratia sp.

Serratia sp. are opportunistic Gram-negative bacteria capable of forming robust biofilms and expressing a wide range of quorum sensing (QS)-regulated ...

Jun 23 2026 42334552
Exploring ChatGPT's potential in dialogic teaching: A comparative neurocognitive study of AI and human instruction.

Recent advances in large language models (LLMs) have intensified interest in using ChatGPT for educational dialogue. This study examined whether ChatG...

Jun 23 2026 42335853
Comparative evaluation of deterministic and Bayesian neural networks for chlorophyll-a time series forecasting in eutrophic lakes: A case study of Dianchi Lake, China.

Reliable forecasting of chlorophyll-a concentration is essential for early warning of harmful algal blooms in eutrophic lakes. However, most deep lear...

Jun 23 2026 42336124
Source-sink relationships of phosphorus between surface and groundwater in Honghu Lake area, China.

Managing phosphorus (P) pollution in hydrologically complex lake systems requires clarifying whether groundwater acts as a source or sink of P to surf...

Jun 22 2026 42341518
In vivo validation of multimodality pore-network modeling to identify angio-permissive scaffold porosity.

BACKGROUND: Successful vascular tissue regeneration in vascular and soft-tissue biomaterials is governed not by bulk volumetric porosity, but by the e...

Jun 22 2026 42382722
Advancing emergency medicine across Asia: a roadmap for leadership, collaboration, and digital transformation.

Emergency medicine has evolved from an emerging discipline to a formally recognised specialty across much of Asia over the past four decades. Adoption...

Jun 22 2026 42332556
A Versatile-Designable Framework for Active and Programmable Shape-Morphing Soft Matter Systems: From Inverse Design to Closed-Loop Control.

Developing soft matter systems with programmability, multifunctional integration, and environmental adaptability represents a critical challenge in so...

Jun 22 2026 42328765
From Scarcity to Synthesis: Continual Learning Integrates Supervised and Unsupervised CT Image Recovery Models.

A strong deep learning model typically relies on a large dataset that exposes it to a variety of scenarios for learning. However, data scarcity remain...

Jun 22 2026 42329952
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