Infectious Disease

COVID-19

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

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A reinforcement learning model to inform optimal decision paths for HIV elimination.

The 'Ending the HIV Epidemic (EHE)' national plan aims to reduce annual HIV incidence in the United ...

Sep 2021 34814269
A modified binary particle swarm optimization with a machine learning algorithm and molecular docking for QSAR modelling of cholinesterase inhibitors.

The acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) inhibitors play a key role in trea...

Sep 2021 34494463
Do you have COVID-19? An artificial intelligence-based screening tool for COVID-19 using acoustic parameters.

This study aimed to develop an artificial intelligence (AI)-based tool for screening COVID-19 patien...

Sep 2021 34598596
LexExp: a system for automatically expanding concept lexicons for noisy biomedical texts.

SUMMARY: LexExp is an open-source, data-centric lexicon expansion system that generates spelling var...

Aug 2021 33244602
A Deep Learning-Based Approach for Glomeruli Instance Segmentation from Multistained Renal Biopsy Pathologic Images.

Glomeruli instance segmentation from pathologic images is a fundamental step in the automatic analys...

Aug 2021 34294192
Auto informing COVID-19 detection result from x-ray/CT images based on deep learning.

It is no secret to all that the corona pandemic has caused a decline in all aspects of the world. Th...

Aug 2021 34470404
Pathological Spectra of the Fisher Information Metric and Its Variants in Deep Neural Networks.

The Fisher information matrix (FIM) plays an essential role in statistics and machine learning as a ...

Jul 2021 34310678
Prediction of driver variants in the cancer genome via machine learning methodologies.

Sequencing technologies have led to the identification of many variants in the human genome which co...

Jul 2021 33094325
Revisiting genome-wide association studies from statistical modelling to machine learning.

Over the last decade, genome-wide association studies (GWAS) have discovered thousands of genetic va...

Jul 2021 33126243
DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network.

It is of considerable interest to detect somatic mutations in paired tumor and normal sequencing dat...

Jul 2021 33164053
Do we need different machine learning algorithms for QSAR modeling? A comprehensive assessment of 16 machine learning algorithms on 14 QSAR data sets.

Although a wide variety of machine learning (ML) algorithms have been utilized to learn quantitative...

Jul 2021 33313673
A deep learning approach for filtering structural variants in short read sequencing data.

Short read whole genome sequencing has become widely used to detect structural variants in human gen...

Jul 2021 33378767
Varmole: a biologically drop-connect deep neural network model for prioritizing disease risk variants and genes.

SUMMARY: Population studies such as genome-wide association study have identified a variety of genom...

Jul 2021 33031552
Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.

OBJECTIVE: Facial masks are an essential personal protective measure to fight the COVID-19 (coronavi...

Jul 2021 33690794
Transfer learning for mobile real-time face mask detection and localization.

OBJECTIVE: Due to the COVID-19 pandemic, our daily habits have suddenly changed. Gatherings are forb...

Jul 2021 33713140
Research on automatic preprocessing equipment of salivary analyte for PCR inspection of coronavirus.

Polymerase chain reaction (PCR) inspection of salivary analyte is performed by pretreatment, RNA ext...

Jul 2021 35900142
Combining artificial intelligence: deep learning with Hi-C data to predict the functional effects of non-coding variants.

MOTIVATION: Although genome-wide association studies (GWASs) have identified thousands of variants f...

Jun 2021 33196774
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.

OBJECTIVE: The spread of coronavirus disease 2019 (COVID-19) has led to severe strain on hospital ca...

Jun 2021 33479727
High-throughput developability assays enable library-scale identification of producible protein scaffold variants.

Proteins require high developability-quantified by expression, solubility, and stability-for robust ...

Jun 2021 34078670
A Deep-Learning Diagnostic Support System for the Detection of COVID-19 Using Chest Radiographs: A Multireader Validation Study.

MATERIALS AND METHODS: Five publicly available databases comprising normal CXR, confirmed COVID-19 p...

Jun 2021 33259441
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