Practice Management

Staffing & Scheduling

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

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Showing 421-440 of 3,587 articles

Deep blueprint: A literature review and guide to automated image classification for ecologists.

Deep learning (DL) is a powerful tool to extract ecological information from large image datasets efficiently and consistently. However, applying these methods remains challenging, due in part to the complexity of DL workflows and the dynamic nature of available tools. To address this, we created a practical guide and review, focused on one of the fundamental tasks in automated image analysis: ima...

Jun 1 2026 42220300

GeoAI for polar vegetation mapping and hydrological interactions: A systematic review.

Remote sensing (RS) and Artificial intelligence (AI) are increasingly applied to monitor vegetation and hydrology in the Arctic and Antarctic, where logistical and environmental constraints make fieldwork difficult. These technologies offer new opportunities to track ecological change, but the extent, consistency, and methodological quality of current applications have not been systematically revi...

Jun 1 2026 42224875
Multi-modal data fusion and deep reinforcement learning for dynamic resource scheduling in intelligent manufacturing systems under variable market demand.

As intelligent manufacturing systems increasingly pursue mass customization and rapid market responsiveness, efficient resource allocation has become ...

Jun 1 2026 42225920
Integrated Experimental and Computational Evaluation of the Gut-Targeted Anticoccidial Potential of Agaricus bisporus Methanolic Extract.

Coccidiosis caused by Eimeria spp. is a major constraint to global poultry production, causing economic losses exceeding USD 13 billion annually. Grow...

Jun 1 2026 42050801
LLM Chatbot Integration With Inventory Systems for Gastroenterology and Endoscopy Services: A Systematic Review.

BACKGROUND: Generally, gastroenterology and digestive endoscopy units commonly face constraints. It may be due to a lack of equipment, poor scheduling...

Jun 1 2026 42138563
Regularized regression in ultra-small chemometric datasets: A methodological case study using FTIR spectra of Schiff bases.

This study is not intended to establish a predictive framework for reaction yield. Instead, it is framed as a methodological investigation examining t...

Jun 1 2026 42224354
Cancer workforce-a global crisis: a Lancet Oncology Commission.

The shortage of well-trained personnel to deliver cancer care and conduct research remains a major obstacle to reducing disparities in cancer survival...

May 31 2026 42218903
Shift-Specific Patterns of Nursing Workloads in the Emergency Department: AI Powered Analysis.

AIM: To identify and differentiate workload patterns across shifts and to provide evidence for optimizing nursing workforce allocation in emergency de...

May 29 2026 42216443
Automated dairy cattle body condition score using side-view images and deep learning.

Body condition score (BCS) is key to assessing the health, productivity, and energy balance of dairy cows. However, traditional manual methods are tim...

May 29 2026 42217776
Achieving high-quality and safe compost: a study on multi-optimization of a non-linear system using machine learning.

Composting represents one of the most effective strategies for animal manure utilization, while its yield efficiency and product safety are constraine...

May 29 2026 42217803
Predict neuromuscular performance in human epidural electrical stimulation: phase 1 trial interim results.

BACKGROUND: Epidural electrical stimulation (EES) has emerged as a promising therapy for restoring motor function in patients with paralysis. A primar...

May 29 2026 42209714
Real-World Data Needs Real-World Doctors: When Automation Advances Faster Than Clinical Workflow.

Health care is entering an era of unprecedented detection. Artificial intelligence (AI)-driven monitors and real-world data streams now identify clini...

May 29 2026 42214035
Creation of an mHealth Infrastructure to Support the Development and Delivery of mHealth Interventions: Protocol for Demonstration Projects Addressing Smoking Cessation in Cancer Care.

BACKGROUND: Cancer remains a leading cause of morbidity worldwide. To reduce this burden, scalable, effective approaches are needed to address modifia...

May 29 2026 42214073
A comprehensive review of deep learning applications in the segmentation and classification of skin cancer.

Skin cancer (SC) is one of the most prevalent forms of cancer worldwide. Both melanoma and non-melanoma types pose major challenges for early detectio...

May 29 2026 42214390
Impacts of human and digital scribes on improving physician wellness and reducing administrative burden: a scoping review protocol.

INTRODUCTION: The rise in administrative burden on physicians is becoming increasingly recognised as a significant contributor to burnout and job diss...

May 29 2026 42215266
Novel insights into the binding mechanisms of selected aldehydes during heat-induced protein unfolding.

This investigation aimed to clarify the binding mechanisms between six aldehydes and myofibrillar proteins (MPs), with a structural explanation in res...

May 29 2026 42215494
MSML-DenseXmer: harnessing vision transformers through integration with novel dense networks for medical image fusion.

The integration of multiple modalities in medical imaging allows a thorough representation of structural and functional details, resulting in improved...

May 29 2026 42215519
Improving Compton imaging of 478 keV prompt gamma-ray in boron neutron capture therapy with neural network-based event filtering: a simulation study.

Objective.Boron neutron capture therapy (BNCT) is a promising radiotherapy modality that effectively targets cancer cells through boron neutron captur...

May 28 2026 42208575
A novel hybrid deep learning framework for customer churn prediction using RFM and embedding clustering.

Customer churn prediction in E-commerce remains a challenging task due to the lack of labeled data, and the limited ability of traditional machine lea...

May 28 2026 42209595
Optimization of water-saving irrigation decision using dynamic spatiotemporal graph neural networks.

Water-saving irrigation is critical for improving water use efficiency and ensuring sustainable food production. However, accurate prediction of farml...

May 28 2026 42209627
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