Public Health & Policy

Work Force

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

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Machine learning-assisted discovery of growth decision elements by relating bacterial population dynamics to environmental diversity.

Microorganisms growing in their habitat constitute a complex system. How the individual constituents...

Targeting the Future: Developing a Training Curriculum for Robotic Assisted Neurosurgery.

OBJECTIVE: Technological advances have significantly fostered the use of robotics in neurosurgery. D...

Robotic simulation: validation and qualitative assessment of a general surgery resident training curriculum.

BACKGROUND: The da Vinci skills simulation curriculum has been validated in the literature. The upda...

Uncertainty-aware deep co-training for semi-supervised medical image segmentation.

Semi-supervised learning has made significant strides in the medical domain since it alleviates the ...

Load Prediction Model of Athletes' Physical Training Competition Based on Nonlinear Algorithm Combined with Ultrasound.

In order to provide theoretical support and ideas for the "dose" of high-stakes physical activity in...

Development and Application of an Intelligent Diagnosis System for Retinal Vein Occlusion Based on Deep Learning.

This study is aimed at developing an intelligent algorithm based on deep learning and discussing its...

Deep learning-based image deconstruction method with maintained saliency.

Visual properties that primarily attract bottom-up attention are collectively referred to as salienc...

Accurate image-based identification of macroinvertebrate specimens using deep learning-How much training data is needed?

Image-based methods for species identification offer cost-efficient solutions for biomonitoring. Thi...

A Novel Wearable Soft Glove for Hand Rehabilitation and Assistive Grasping.

In order to assist patients with finger rehabilitation training and grasping objects, we propose a n...

An annotated image dataset of medically and forensically important flies for deep learning model training.

Conventional methods to study insect taxonomy especially forensic and medical dipterous flies are of...

A Universal Framework for Featurization of Atomistic Systems.

Machine-learning force fields have become increasingly popular because of their balance of accuracy ...

Moving-Distance-Minimized PSO for Mobile Robot Swarm.

Particle swarm optimizer (PSO) and mobile robot swarm are two typical swarm techniques. Many applica...

TriATNE: Tripartite Adversarial Training for Network Embeddings.

Existing network embedding algorithms based on generative adversarial networks (GANs) improve the ro...

Two-Stage Selective Ensemble of CNN via Deep Tree Training for Medical Image Classification.

Medical image classification is an important task in computer-aided diagnosis systems. Its performan...

When Does Diversity Help Generalization in Classification Ensembles?

Ensembles, as a widely used and effective technique in the machine learning community, succeed withi...

Data Augmentation for Deep-Learning-Based Multiclass Structural Damage Detection Using Limited Information.

The deterioration of infrastructure's health has become more predominant on a global scale during th...

Can Machine Learning classifiers be used to regulate nutrients using small training datasets for aquaponic irrigation?: A comparative analysis.

With the recent advances in the field of alternate agriculture, there has been an ever-growing deman...

Distributed contrastive learning for medical image segmentation.

Supervised deep learning needs a large amount of labeled data to achieve high performance. However, ...

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