Practice Management

Staffing & Scheduling

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

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AFFIPred: AlphaFold2 structure-based Functional Impact Prediction of missense variations.

Protein structure holds immense potential for pathogenicity prediction, albeit structure-based predi...

Machine Learning in Optimising Nursing Care Delivery Models: An Empirical Analysis of Hospital Wards.

OBJECTIVE: This study aims to assess the performance of machine learning (ML) techniques in optimisi...

Training forecast to football athletes using Hopfield neural networks based on Markov matrix.

This paper proposes a neural network based on the Markov probability transition matrix to predict th...

ML-ROM wall shear stress prediction in patient-specific vascular pathologies under a limited clinical training data regime.

High-fidelity numerical simulations such as Computational Fluid Dynamics (CFD) have been proven effe...

Leveraging big data in health care and public health for AI driven talent development in rural areas.

INTRODUCTION: This study proposes a novel Transformer-based approach to enhance talent attraction an...

Zipf's law in China's local government work reports: A 21-year study using natural language processing and regression analysis.

The examination and application of Zipf's law is a significant topic in quantitative linguistics. Th...

LeFood-set: Baseline performance of predicting level of leftovers food dataset in a hospital using MT learning.

Monitoring the remaining food in patients' trays is a routine activity in healthcare facilities as i...

A Training Needs Analysis for AI and Generative AI in Medical Education: Perspectives of Faculty and Students.

INTRODUCTION: The growing presence of artificial intelligence (AI) in health professions has created...

USS-Net: A neural network-based model for assisting flight route scheduling.

Air traffic congestion-induced flight accidents pose a significant challenge in the aviation sector....

Systematic Review of Radiomics and Artificial Intelligence in Intracranial Aneurysm Management.

Intracranial aneurysms, with an annual incidence of 2%-3%, reflect a rare disease associated with si...

Comparitive performance of artificial intelligence-based large language models on the orthopedic in-training examination.

BACKGROUND: Large language models (LLMs) have many clinical applications. However, the comparative p...

Advancements of AI in healthcare: a comprehensive review of ChatGPT's applications and challenges.

The rapid integration of artificial intelligence into healthcare has introduced transformative possi...

Challenges and opportunities for validation of AI-based new approach methods.

The integration of artificial intelligence (AI) into new approach methods (NAMs) for toxicology rep-...

Current Use And Evaluation Of Artificial Intelligence And Predictive Models In US Hospitals.

Effective evaluation and governance of predictive models used in health care, particularly those dri...

Machine Learning Techniques to Infer Protein Structure and Function from Sequences: A Comprehensive Review.

The elucidation of protein structure and function plays a pivotal role in understanding biological p...

Diagnostic Performance of Deep Learning Applications in Hepatocellular Carcinoma Detection Using Computed Tomography Imaging.

Hepatocellular carcinoma (HCC) is a prevalent cancer that significantly contributes to mortality glo...

JTIS: enhancing biomedical document-level relation extraction through joint training with intermediate steps.

Biomedical Relation Extraction (RE) is central to Biomedical Natural Language Processing and is cruc...

Deciphering the Role of SLFN12: A Novel Biomarker for Predicting Immunotherapy Outcomes in Glioma Patients Through Artificial Intelligence.

Gliomas are the most prevalent form of primary brain tumours. Recently, targeting the PD-1 pathway w...

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