Public Health & Policy

Work Force

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

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Analysis of Two-Piano Teaching Assistant Training Based on Neural Network Model Sound Sequence Recognition.

In today's society, with the gradual improve5ment of material living standards, people are also more in pursuit of their own spiritual enjoyment. The study of piano has gradually become a way for people to enrich their spiritual life, and more and more people attach importance to it. In the field of piano teaching, the two-piano method is a unique form of playing the piano. In order to solve the p...

Jun 2 2022 35694593

Diversity in Machine Learning: A Systematic Review of Text-Based Diagnostic Applications.

OBJECTIVE: As the storage of clinical data has transitioned into electronic formats, medical informatics has become increasingly relevant in providing diagnostic aid. The purpose of this review is to evaluate machine learning models that use text data for diagnosis and to assess the diversity of the included study populations.

May 25 2022 35613914
Development and validation of an ensemble artificial intelligence model for comprehensive imaging quality check to classify body parts and contrast enhancement.

BACKGROUND: Despite the dramatic increase in the use of medical imaging in various therapeutic fields of clinical trials, the first step of image qual...

May 13 2022 35562705
Mutual enhancing learning-based automatic segmentation of CT cardiac substructure.

Current segmentation practice for thoracic cancer RT considers the whole heart as a single organ despite increased risks of cardiac toxicities from ir...

May 11 2022 35447610
Evolving neural networks through bio-inspired parent selection in dynamic environments.

Environmental variability often degrades the performance of algorithms designed to capture the global convergence of a given search space. Several app...

May 4 2022 35525435
Task allocation in multi-robot system using resource sharing with dynamic threshold approach.

Task allocation is a fundamental requirement for multi-robot systems working in dynamic environments. An efficient task allocation algorithm allows th...

May 4 2022 35507628
A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace.

In the blast furnace ironmaking process, accurate prediction of silicon content in molten iron is of great significance for maintaining stable furnace...

May 2 2022 33661737
Deep-learning-based 3D cellular force reconstruction directly from volumetric images.

The forces exerted by single cells in the three-dimensional (3D) environments play a crucial role in modulating cellular functions and behaviors close...

Apr 28 2022 35484854
[Automation and application of robotics in the pathology laboratory].

Over the last 20 years, numerous technical innovations have been introduced to the histopathology laboratory, providing tools for improved standardiza...

Apr 24 2022 35462567
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training-The Case of Cancer Detection.

The class distribution of a training dataset is an important factor which influences the performance of a deep learning-based system. Understanding th...

Apr 20 2022 35445341
Closing the Control Loop with Time-Variant Embedded Soft Sensors and Recurrent Neural Networks.

Embedded soft sensors can significantly impact the design and control of soft-bodied robots. Although there have been considerable advances in technol...

Apr 19 2022 35446168
Wrinkle force microscopy: a machine learning based approach to predict cell mechanics from images.

Combining experiments with artificial intelligence algorithms, we propose a machine learning based approach called wrinkle force microscopy (WFM) to e...

Apr 14 2022 35422083
Application of Unsupervised Transfer Technique Based on Deep Learning Model in Physical Training.

The research purpose is to study the standardization and scientizing of physical training actions. Stacking denoising auto encoder (SDAE), a BiLSTM de...

Apr 14 2022 35463226
Effects of nitrogen and phosphorus addition on growth and leaf nitrogen metabolism of alfalfa in alkaline soil in Yinchuan Plain of Hetao Basin.

Alkaline soil is widely distributed in China. Its rational utilization is an effective measure to solve land shortage and improve the environment. Alf...

Apr 13 2022 35437473
Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection.

The two issues on dynamically generated hierarchical neural networks such as the sort of basic neurons and how to compose a layer are considered in th...

Apr 4 2022 33338020
Harnessing Deep Learning for Optimization of Lennard-Jones Parameters for the Polarizable Classical Drude Oscillator Force Field.

The outcomes of computational chemistry and biology research, including drug design, are significantly influenced by the underlying force field (FF) u...

Apr 1 2022 35362975
Using artificial intelligence to support rapid, mixed-methods analysis: Developing an automated qualitative assistant (AQUA).

Context: Qualitative research - crucial for understanding human behavior - remains underutilized, in part due to the time and cost of annotating quali...

Apr 1 2022 36944057
Predicting financial losses due to apartment construction accidents utilizing deep learning techniques.

This study aims to generate a deep learning algorithm-based model for quantitative prediction of financial losses due to accidents occurring at apartm...

Mar 30 2022 35354904
A data-driven approach to characterizing nonlinear elastic behavior of soft materials.

The Autoprogressive (AutoP) method is a data-driven inverse method that leverages finite element analysis (FEA) and machine learning (ML) techniques t...

Mar 25 2022 35364365
Nonlinear Network Speech Recognition Structure in a Deep Learning Algorithm.

As a result of the fast rise of globalization, people in China are learning English at a rapid pace. However, there is a severe shortage of English te...

Mar 24 2022 35371200
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