Staffing & Scheduling

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

2,458 articles

Practice-Management Subcategories: Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling

Showing 1555-1575 of 2,458 articles

Learning Camera-Agnostic White-Balance Preferences

The image signal processor (ISP) pipeline in modern cameras consists of several modules that trans...

Jul 2025 http://arxiv.org/abs/2507.01342v1

Review of Advanced Technologies and Circular Pathways for Food Waste Valorization.

Food waste (FW) valorization provides a sustainable solution to global waste challenges by enhancing...

Jul 2025 40549968

HERCULES: Hardware accElerator foR stoChastic schedULing in hEterogeneous Systems

Efficient workload scheduling is a critical challenge in modern heterogeneous computing environmen...

Jul 2025 http://arxiv.org/abs/2507.01113v1

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration

Edge computing enables real-time data processing closer to its source, thus improving the latency ...

Jul 2025 http://arxiv.org/abs/2507.00672v1

Meaningful Data Erasure in the Presence of Dependencies

Data regulations like GDPR require systems to support data erasure but leave the definition of "er...

Jul 2025 http://arxiv.org/abs/2507.00343v1

Impact of Noisy Supervision in Foundation Model Learning.

Foundation models are usually pre-trained on large-scale datasets and then adapted to different down...

Jul 2025 40117144

Approaches for Measuring and Predicting Fouling During Thermal Processing of Dairy Solutions.

Fouling during the thermal processing of dairy products remains a significant challenge, reducing op...

Jul 2025 40511546

Laryngopharyngeal Reflux Prevalence and Predictors Among Doctors.

Laryngopharyngeal reflux (LPR) refers to the retrograde flow of stomach contents into the larynx due...

Jul 2025 40503129

Deep implicit optimization enables robust learnable features for deformable image registration.

Deep Learning in Image Registration (DLIR) methods have been tremendously successful in image regist...

Jul 2025 40328129

Machine learning in biofluid mechanics: A review of recent developments.

This review paper comprehensively examines recent advancements in machine learning (ML) applications...

Jul 2025 40413894

MHS U-Net: Multi-scale hybrid subtraction network for medical image segmentation.

Medical image segmentation plays a critical role in modern clinical diagnosis. However, existing met...

Jul 2025 40435671

PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER)

The use of Natural Language Processing (NLP) in highstakes AI-based applications has increased sig...

Jun 2025 http://arxiv.org/abs/2507.02966v2

Navigating with Annealing Guidance Scale in Diffusion Space

Denoising diffusion models excel at generating high-quality images conditioned on text prompts, ye...

Jun 2025 http://arxiv.org/abs/2506.24108v1

Agent.xpu: Efficient Scheduling of Agentic LLM Workloads on Heterogeneous SoC

The proliferation of agentic Large Language Models (LLMs) on personal devices introduces a new cla...

Jun 2025 http://arxiv.org/abs/2506.24045v1

HASD: Hierarchical Adaption for pathology Slide-level Domain-shift

Domain shift is a critical problem for pathology AI as pathology data is heavily influenced by cen...

Jun 2025 http://arxiv.org/abs/2506.23673v1

Blending Concepts with Text-to-Image Diffusion Models

Diffusion models have dramatically advanced text-to-image generation in recent years, translating ...

Jun 2025 http://arxiv.org/abs/2506.23630v1

Preserve Anything: Controllable Image Synthesis with Object Preservation

We introduce \textit{Preserve Anything}, a novel method for controlled image synthesis that addres...

Jun 2025 http://arxiv.org/abs/2506.22531v1

SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation

As point cloud data increases in prevalence in a variety of applications, the ability to detect ou...

Jun 2025 http://arxiv.org/abs/2506.21892v1

TADA: Improved Diffusion Sampling with Training-free Augmented Dynamics

Diffusion models have demonstrated exceptional capabilities in generating high-fidelity images but...

Jun 2025 http://arxiv.org/abs/2506.21757v1

Improving Diffusion-Based Image Editing Faithfulness via Guidance and Scheduling

Text-guided diffusion models have become essential for high-quality image synthesis, enabling dyna...

Jun 2025 http://arxiv.org/abs/2506.21045v1

Prediction of remaining surgery duration based on machine learning methods and laparoscopic annotation data.

OBJECTIVES: The operating room is a fast-paced and demanding environment. Among the various factors ...

Jun 2025 40116444

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