Practice Management

Staffing & Scheduling

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

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Real-time photoelectric sensing of edaravone for therapeutic efficacy in amyotrophic lateral sclerosis.

Amyotrophic lateral sclerosis (ALS) requires precise therapeutic monitoring of Edaravone, but current methods lack real-time capability. Herein, we developed a photoelectrochemical (PEC) sensor using a Bi4Ti3O12/BiOBr heterojunction for ultrasensitive Edaravone detection. The heterojunction interface enables Type II band alignment, facilitating efficient charge separation through electron transfer...

Nov 10 2025 41240557

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 (TBL) is common, inquiry-based learning (IBL) offers a more student-centered, inquiry-driven alternative. This study aimed to compare the pedagogical effectiveness of IBL versus TBL in medical education, focusing on academic performance, learner engagement, autonomy, and satisfaction. An innovative ...

Nov 6 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-making and emergency management skills. Simulation-ba...

Nov 3 2025 41197517
Precision medicine in orthopaedics: A review of current technologies and future directions.

PURPOSE: To synthesise the paradigm shift towards precision medicine in orthopaedics, where individual anatomical, biomechanical, molecular and kinema...

Nov 1 2025 41174934
The effect of AI assistance timing on performance and user perceptions in pathological slide diagnosis.

This study evaluated three timing strategies for delivering AI assistance in pathological slide diagnosis - pre-diagnosis (triage), during diagnosis (...

Oct 24 2025 41138508
Balancing Bias and Variance in Deep Learning-Based Tumor Microstructural Parameter Mapping.

PURPOSE: Time-dependent diffusion MRI enables quantification of tumor microstructural parameters useful for diagnosis and prognosis. Nevertheless, cur...

Oct 22 2025 41126537
A Window Into Vulnerability and Support: At-Risk Mothers' Perinatal Experiences and Perspectives on mHealth-Based Care.

AIM: To examine the perinatal experiences of at-risk mothers and their engagement with mobile-health-based care. DESIGN: A qualitative descriptive stu...

Oct 18 2025 41109313
A full-function memristive associative memory neural network circuit based on multi-frequency SRDP rule.

Previous studies on memristive associative neural network circuits have not sufficiently incorporated the effects of spike-rate-dependent plasticity (...

Oct 14 2025 41161208
Artificial intelligence in clinical trials: A comprehensive review of opportunities, challenges, and future directions.

BACKGROUND: Clinical trials face unprecedented challenges including recruitment delays affecting 80% of studies, escalating costs exceeding $200 billi...

Oct 8 2025 41075423
A continual test-time domain adaptation method for online machinery fault diagnosis under dynamic operating conditions.

In practical industrial scenarios, monitoring data is collected in a streaming fashion under dynamic changes in operating conditions of mechanical sys...

Oct 4 2025 41066996
Harnessing Machine Learning to Predict Nurse Turnover Intention and Uncover Key Predictors: A Multinational Investigation.

AIMS: To predict nurses' turnover intention using machine learning techniques and identify the most influential psychosocial, organisational and demog...

Oct 2 2025 41036667
Photon-counting detector computed tomography in thoracic oncology: revolutionizing tumor imaging through precision and detail.

Photon-counting detector computed tomography (PCD-CT) is an emerging imaging technology that promises to overcome the limitations of conventional ener...

Sep 24 2025 40990216
Artificial Intelligence-Based Detection of Achalasia on Plain Chest Radiography.

Achalasia is generally considered a progressive condition where esophageal deformity worsens over time; diagnostic delay results in the overdilated an...

Sep 18 2025 40975366
Offline-to-online reinforcement learning with efficient unconstrained fine-tuning.

Offline reinforcement learning provides the capability to learn a policy only from pre-collected datasets, but its performance is often limited by the...

Sep 17 2025 40997400
AI-powered insights in pediatric nephrology: current applications and future opportunities.

Artificial intelligence (AI) is rapidly emerging as a transformative force in pediatric nephrology, enabling improvements in diagnostic accuracy, ther...

Sep 16 2025 40957986
Training With Local Data Remains Important for Deep Learning MRI Prostate Cancer Detection.

OBJECTIVES: Domain shift has been shown to have a major detrimental effect on AI model performance however prior studies on domain shift for MRI prost...

Sep 11 2025 40936310
Machine learning-guided construction of MoS2/MoO3 heterostructures on hollow carbon shells for polysulfide mitigation in lithium-sulfur batteries.

The commercialization of lithium‑sulfur (LiS) batteries faces fundamental issues from polysulfide shuttling to inefficient redox kinetics, compounded ...

Aug 25 2025 40896987
Artificial Intelligence for Knee Osteoarthritis Care and Rehabilitation: A Systematic Review.

OBJECTIVES: To explore how artificial intelligence (AI) can improve the clinical and rehabilitation management of knee osteoarthritis (KOA), emphasizi...

Aug 23 2025 40849241
Addressing educational overload with generative AI through dual coding and cognitive load theories.

WHAT WAS THE EDUCATION CHALLENGE?: Health professions education faces a critical challenge: the volume and complexity of medical knowledge has outpace...

Aug 8 2025 40779508
Automation and Workflow Efficiency in Clinical Settings: Implementing Automation to Reduce Administrative Burdens.

Administrative tasks remain a leading contributor to physician burnout in primary care and hospital settings. Recent advancements in informatics infra...

Aug 8 2025 41622014
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