Infectious Disease

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

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Predicting antibody binders and generating synthetic antibodies using deep learning.

The antibody drug field has continually sought improvements to methods for candidate discovery and e...

Jan 2022 35482911
An interpretable multi-task system for clinically applicable COVID-19 diagnosis using CXR.

BACKGROUND: With the emergence of continuously mutating variants of coronavirus, it is urgent to dev...

Jan 2022 35634810
Lexicase Selection for Multi-Task Evolutionary Robotics.

In Evolutionary Robotics, Lexicase selection has proven effective when a single task is broken down ...

Jan 2022 35984411
A Deep Learning based Solution (Covi-DeteCT) Amidst COVID-19.

BACKGROUND: The whole world has been severely affected due to the COVID-19 pandemic. The rapid and l...

Jan 2022 36173078
CNN Features and Optimized Generative Adversarial Network for COVID-19 Detection from Chest X-Ray Images.

Coronavirus is a RNA type virus, which makes various respiratory infections in both human as well as...

Jan 2022 36374953
Evolving Applications of Artificial Intelligence and Machine Learning in Infectious Diseases Testing.

BACKGROUND: Artificial intelligence (AI) and machine learning (ML) are poised to transform infectiou...

Dec 2021 34969102
Measurement of laryngeal elevation by automated segmentation using Mask R-CNN.

The methods of measuring laryngeal elevation during swallowing are time-consuming. We aimed to propo...

Dec 2021 34941054
Decoding the effects of synonymous variants.

Synonymous single nucleotide variants (sSNVs) are common in the human genome but are often overlooke...

Dec 2021 34850938
Contribution of artificial intelligence applications developed with the deep learning method to the diagnosis of COVID-19 pneumonia on computed tomography.

INTRODUCTION: Computed tomography (CT) is an auxiliary modality in the diagnosis of the novel Corona...

Dec 2021 34957742
Humanization of antibodies using a machine learning approach on large-scale repertoire data.

MOTIVATION: Monoclonal antibody (mAb) therapeutics are often produced from non-human sources (typica...

Nov 2021 34110413
Knowledge bases and software support for variant interpretation in precision oncology.

Precision oncology is a rapidly evolving interdisciplinary medical specialty. Comprehensive cancer p...

Nov 2021 33971666
WEVar: a novel statistical learning framework for predicting noncoding regulatory variants.

Understanding the functional consequence of noncoding variants is of great interest. Though genome-w...

Nov 2021 34021560
Deep learning model reveals potential risk genes for ADHD, especially Ephrin receptor gene EPHA5.

Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder. Although ge...

Nov 2021 34109382
RefRGim: an intelligent reference panel reconstruction method for genotype imputation with convolutional neural networks.

Genotype imputation is a statistical method for estimating missing genotypes from a denser haplotype...

Nov 2021 34402866
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning.

Traumatic brain injury (TBI) is a sudden injury that causes damage to the brain. TBI can have wide-r...

Nov 2021 34891296
Design and Simulation of a Soft Robotic Device for Muscle Rehabilitation and Blood Flow Stimulation Therapy.

Previous works have shown the efficacy of mechanical stimulation by applying pressure and vibration ...

Nov 2021 34891588
Classification of Epileptic Seizure From EEG Signal Based on Hilbert Vibration Decomposition and Deep Learning.

A convolution neural network (CNN) architecture has been designed to classify epileptic seizures bas...

Nov 2021 34891831
Automatic Deep Learning Segmentation and Quantification of Epicardial Adipose Tissue in Non-Contrast Cardiac CT scans.

An Automatic deep learning semantic segmentation (ADLS) using DeepLab-v3-plus technique is proposed ...

Nov 2021 34892093
Are small airplanes safe with regards to COVID-19 transmission?

Social distancing is impossible in small aircrafts but there is a specific, highly effective ventila...

Oct 2021 34414420
Application of machine learning in CT images and X-rays of COVID-19 pneumonia.

Coronavirus disease (COVID-19) has spread worldwide. X-ray and computed tomography (CT) are 2 techno...

Sep 2021 34516488
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