Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Advancing fungal phylogenetics: integrating modern sequencing, dark taxa discovery, and machine learning.

The study of fungal genetics has undergone transformative advancements in recent decades, profoundly reshaping our understanding of fungal diversity, evolution, and pathogenesis. This review synthesizes cutting-edge molecular techniques revolutionizing fungal diagnostics, with a focus on DNA fingerprinting, next-generation sequencing (NGS), and third-generation sequencing (TGS), alongside their ap...

Jul 11 2025 40643763

A Study of Data Augmentation for Learning-Driven Scientific Visualization.

The success of deep learning heavily relies on the large amount of training samples. However, in scientific visualization, due to the high computational cost, only few data are available during training, which limits the performance of deep learning. A common technique to address the data sparsity issue is data augmentation. In this paper, we present a comprehensive study on nine data augmentation...

Jul 10 2025 40638349
A formulation dataset of poly(lactide-co-glycolide) nanoparticles for small molecule delivery.

Poly(lactide-co-glycolide) (PLGA) nanoparticles are promising drug delivery systems, widely recognized for their ability to overcome various limitatio...

Jul 10 2025 40640221
Asymptotic theory of in-context learning by linear attention.

Transformers have a remarkable ability to learn and execute tasks based on examples provided within the input itself, without explicit prior training....

Jul 9 2025 40632569
Can Neural Networks Learn Atomic Stick-Slip Friction?

Nanofriction experiments typically produce force traces exhibiting atomic stick-slip oscillations, which researchers have traditionally analyzed with ...

Jul 9 2025 40633022
Use of artificial intelligence to prevent aggressions against health professionals.

The alarming rise in assaults against healthcare professionals is a public health and occupational issue that threatens staff well-being and care qual...

Jul 9 2025 40633565
Progress in fully automated abdominal CT interpretation-an update over the past decade.

This article reviews advancements in fully automated abdominal CT interpretation over the past decade, with a focus on automated image analysis techni...

Jul 8 2025 40627132
Enhancing Machine Learning Potentials through Transfer Learning across Chemical Elements.

Machine learning potentials (MLPs) can enable simulations of ab initio accuracy at orders of magnitude lower computational cost. However, their effect...

Jul 7 2025 40621857
Harnessing technology for hope: a systematic review of digital suicide prevention tools.

This systematic review scrutinizes digital interventions in suicide prevention, telehealth, mobile applications, artificial intelligence (AI), and dig...

Jul 7 2025 40622617
Psychiatrists' and trainees' knowledge, perception, and readiness for integration of artificial intelligence in mental health care in Nigeria.

BACKGROUND: Artificial intelligence (AI) is revolutionising healthcare globally, including in Nigeria. AI is promising in psychiatry, particularly in ...

Jul 7 2025 40624506
Effectiveness of a smart management system in improving adherence and clinical outcomes of patients receiving peritoneal dialysis: a retrospective cohort analysis.

BACKGROUND: Peritoneal dialysis (PD) is a widely used form of home dialysis. However, the efficacy of telehealth care in long-term management for PD p...

Jul 7 2025 40624644
Wristful thinking: exploring the effects of robotic rehabilitation and cross-education for persons with multiple sclerosis.

The goal of this work was to develop an adaptive rehabilitation technique using a haptic wrist robot that would induce cross-education to an untrained...

Jul 5 2025 40618053
Breeding perspectives on tackling trait genome-to-phenome (G2P) dimensionality using ensemble-based genomic prediction.

Trait Genome-to-Phenome (G2P) dimensionality and "breeding context" combine to influence the realised prediction skill of different whole genome predi...

Jul 4 2025 40613890
Users' Needs for Mental Health Apps: Quality Evaluation Using the User Version of the Mobile Application Rating Scale.

BACKGROUND: Mental health is an essential element of life. However, existing mental health services face challenges in utilization due to issues such ...

Jul 4 2025 40614100
Utility of synthetic musculoskeletal gaits for generalizable healthcare applications.

Deep-neural-network-based artificial intelligence enables quantitative gait analysis with commodity sensors. However, current gait-analysis models are...

Jul 4 2025 40615372
Multidimensional surface-enhanced Raman scattering biosensor integrated convolutional neural networks for accurate bacteria identification.

Surface-enhanced Raman spectroscopy (SERS) has emerged as a powerful technique for bacterial detection, offering high sensitivity and molecular-level ...

Jul 3 2025 40617028
3rd Comprehensive Survey of the Neuroradiology Work Environment in the United States with Reported Trends in Clinical Work, Nonclinical Work, Errors, Burnout and Retirement.

BACKGROUND AND PURPOSE: With the workforce shortage in the United States, neuroadiologists' workloads are increasing with associated increase in burno...

Jul 3 2025 40610238
Toward developing a compact total artificial heart using a soft robotic fluidic transmission system.

Cardiovascular diseases are a leading cause of mortality, with limited possibilities for transplantation due to a critical shortage of donor hearts. R...

Jul 2 2025 40601721
Does Hessian Data Improve the Performance of Machine Learning Potentials?

The integration of machine learning into reactive chemistry, materials discovery, and drug design is transforming the development of novel molecules a...

Jul 2 2025 40601303
Associations between weight gain, integrase inhibitors antiretroviral agents, and gut microbiome in people living with HIV: a cross-sectional study.

Dolutegravir and bictegravir are second-generation HIV integrase strand transfer inhibitors (INSTIs) that were previously associated with abnormal wei...

Jul 2 2025 40592975
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