Practice Management

Staffing & Scheduling

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

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Showing 421-441 of 2,467 articles
Evaluation and improvement of algorithmic fairness for COVID-19 severity classification using Explainable Artificial Intelligence-based bias mitigation.

OBJECTIVES: The COVID-19 pandemic has highlighted the growing reliance on machine learning (ML) mode...

Dec 2025 41522832
Molecular crystal memristor-based edge AI platform for energy-efficient and real-time smart grid inspection.

Vast power grid infrastructure generates enormous volumes of inspection data from smart meters, unma...

Dec 2025 41402193
Expansion omics: from expansion microscopy to spatial omics.

Tissue expansion, originally developed for super-resolution imaging, has become a foundation for exp...

Dec 2025 41326779
Impact of disease-modifying therapy on [99mTc]Tc-DPD SPECT/CT markers in transthyretin cardiac amyloidosis enabled by artificial intelligence.

PURPOSE: Transthyretin cardiac amyloidosis (ATTR-CM) is a progressive, underdiagnosed disease with h...

Nov 2025 41317182
A coupled spiking neural P system integrated with two-level neighborhood search for solving flexible job shop scheduling problems.

The Flexible Job Shop Scheduling Problem (FJSP) is an Non-deterministic Polynomial (NP)-hard combina...

Nov 2025 41325702
Artificial Intelligence Technologies Supporting Nurses' Clinical Decision-Making: A Systematic Review.

BACKGROUND: The use of technology to support nurses' decision-making is increasing in response to gr...

Nov 2025 41292265
Industrial engineering solutions enhance operational efficiency in human and veterinary hospitals: a scoping review.

Human and veterinary healthcare systems face many parallel challenges, yet opportunities for cross-s...

Nov 2025 41289687
MC-HSTA: A multi-source cross-domain hybrid spatio-temporal attention network for traffic flow prediction.

Conventional representation learning methods have achieved remarkable performance in traffic flow fo...

Nov 2025 41344109
The CLASS Project: A Proof-of-Concept Machine Learning-Driven Complexity Level Algorithm for Surgical Scheduling in Mohs Micrographic Surgery.

BACKGROUND: Implementing Mohs case complexity grading systems is critical due to inherent complexiti...

Nov 2025 41343258
SVE-Former: A fast fourier transformer via singular vector embedding.

Self-attention is the cornerstone of transformers, yet its quadratic time and space complexity with ...

Nov 2025 41308258
Perspectives from a workshop: intelligent assessment in the age of artificial intelligence.

The advent of generative artificial intelligence (GenAI) is already impacting pedagogical strategies...

Nov 2025 41236868
3D printed scaffolds regulated by neural-bone metabolic coupling promote bone unit regeneration.

The bone unit (BU) is a multicellular functional unit composed of neuromodulatory networks, bone tis...

Nov 2025 41323200
Robot-assisted gait training for lower limb motor recovery in cerebral palsy: A meta-analysis of combined and standalone approaches.

BACKGROUND: Cerebral palsy (CP), a leading cause of childhood motor disability, severely impacts low...

Nov 2025 41252866
Comparison of RETFound and a Supervised Convolutional Neural Network for Detection of Referable Glaucoma from Fundus Photographs.

PURPOSE: To compare the performance of a vision transformer-based foundation model (RETFound) and a ...

Nov 2025 41552656
18F-FDG PET-based ensemble deep learning model for the prediction of lymphovascular invasion in colorectal cancer patients.

OBJECTIVE: The aim of this study was to investigate the diagnostic performance of the 2.5-dimensiona...

Nov 2025 41217477
Integrating multi-omics data for personalized nutrition using knowledge graphs and graph neural networks: A comprehensive review.

This comprehensive review focuses on the use of knowledge graphs and Graph Neural Networks (GNNs) to...

Nov 2025 41240439
Rethinking active learning in medical education: a comparative study of inquiry-based and team-based learning on student performance and satisfaction.

Active learning fosters critical thinking, autonomy, and deep learning. Whereas team-based learning ...

Nov 2025 41196126
LLM-based pedagogical agent for ICU simulation instructor training: A quasi-experimental study.

BACKGROUND: Intensive Care Unit (ICU) nursing is demanding, requiring advanced clinical decision-mak...

Nov 2025 41197517
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