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Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

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A Survey on Machine Learning Approaches for Automatic Detection of Voice Disorders.

The human voice production system is an intricate biological device capable of modulating pitch and ...

Using Compact Coevolutionary Algorithm for Matching Biomedical Ontologies.

Over the recent years, ontologies are widely used in various domains such as medical records annotat...

Automatic glomerular identification and quantification of histological phenotypes using image analysis and machine learning.

Current methods of scoring histological kidney samples, specifically glomeruli, do not allow for col...

How Specific Abilities Might Throw '' a Curve: An Idea on How to Capitalize on the Predictive Validity of Specific Cognitive Abilities.

School grades are still used by universities and employers for selection purposes. Thus, identifying...

Digital Diabetes Data and Artificial Intelligence: A Time for Humility Not Hubris.

In the future artificial intelligence (AI) will have the potential to improve outcomes diabetes care...

Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network.

Attenuation correction is a notable challenge associated with simultaneous PET/MRI, particularly in ...

Deep Learning on 1-D Biosignals: a Taxonomy-based Survey.

OBJECTIVES:  Deep learning models such as convolutional neural networks (CNNs) have been applied suc...

Management practices associated with strongylid parasite prevalence on horse farms in rural counties of Kentucky.

Anthelmintic resistance among cyathostomin parasites is a wide-spread problem. The parasite control ...

Computer-aided detection in chest radiography based on artificial intelligence: a survey.

As the most common examination tool in medical practice, chest radiography has important clinical va...

Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms.

Periventricular leukomalacia (PVL) is brain injury that develops commonly in neonates after cardiac ...

A Survey of Cognitive Architectures in the Past 20 Years.

Building autonomous systems that achieve human level intelligence is one of the primary objectives i...

Machine-learned selection of psychological questionnaire items relevant to the development of persistent pain after breast cancer surgery.

BACKGROUND: Prevention of persistent pain after breast cancer surgery, via early identification of p...

Deep reinforcement learning for de novo drug design.

We have devised and implemented a novel computational strategy for de novo design of molecules with ...

Streaming PCA and Subspace Tracking: The Missing Data Case.

For many modern applications in science and engineering, data are collected in a streaming fashion c...

RNA-seq assistant: machine learning based methods to identify more transcriptional regulated genes.

BACKGROUND: Although different quality controls have been applied at different stages of the sample ...

Medical students' attitude towards artificial intelligence: a multicentre survey.

OBJECTIVES: To assess undergraduate medical students' attitudes towards artificial intelligence (AI)...

Assessing Wrist Movement With Robotic Devices.

Robotic devices have been proposed to meet the rising need for high intensity, long duration, and go...

Semantic measures: Using natural language processing to measure, differentiate, and describe psychological constructs.

Psychological constructs, such as emotions, thoughts, and attitudes are often measured by asking ind...

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