Infectious Disease

COVID-19

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

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A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures.

Recurrent neural networks (RNNs) have been widely adopted in research areas concerned with sequentia...

May 2019 31113301
Machine learning in the clinical and language characterisation of primary progressive aphasia variants.

INTRODUCTION: Primary progressive aphasia (PPA) is a clinical syndrome of neurodegenerative origin w...

May 2019 31181419
Deep neural network concepts for background subtraction:A systematic review and comparative evaluation.

Conventional neural networks have been demonstrated to be a powerful framework for background subtra...

May 2019 31129491
Diagnostic ability of artificial intelligence using deep learning analysis of cyst fluid in differentiating malignant from benign pancreatic cystic lesions.

The diagnosis of pancreatic cystic lesions remains challenging. This study aimed to investigate the ...

May 2019 31053726
BoSR: A CNN-based aurora image retrieval method.

The deep learning models especially the CNN have achieved amazing performance on natural image retri...

May 2019 31121417
Emotion classification using a CNN_LSTM-based model for smooth emotional synchronization of the humanoid robot REN-XIN.

In this paper, we propose an Emotional Trigger System to impart an automatic emotion expression abil...

May 2019 31048831
Machine learning-assisted directed protein evolution with combinatorial libraries.

To reduce experimental effort associated with directed protein evolution and to explore the sequence...

Apr 2019 30979809
Learn to segment single cells with deep distance estimator and deep cell detector.

Single cell segmentation is a critical and challenging step in cell imaging analysis. Traditional pr...

Apr 2019 31005005
Acute renal failure in systemic sclerosis revealing Goodpasture syndrome: "All that glitters is not scleroderma renal crisis".

The most common cause of acute renal failure in systemic sclerosis patients is scleroderma renal cri...

Apr 2019 35382400
Booster immunity - diagnosis of chronic hepatitis B viral infection.

INTRODUCTION: Diagnosis of chronic hepatitis B virus (HBV) infection particularly its occult form re...

Mar 2019 32040457
Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma.

Background Nasopharyngeal carcinoma (NPC) may be cured with radiation therapy. Tumor proximity to cr...

Mar 2019 30912722
Advancing Computational Toxicology in the Big Data Era by Artificial Intelligence: Data-Driven and Mechanism-Driven Modeling for Chemical Toxicity.

In 2016, the Frank R. Lautenberg Chemical Safety for the 21st Century Act became the first US legisl...

Mar 2019 30907586
Reliability and acceptability of using a social robot to carry out cognitive tests for community-dwelling older adults.

AIM: To improve access to cognitive testing for older adults, the reliability and acceptability of a...

Mar 2019 30884153
Human electrocortical dynamics while stepping over obstacles.

To better understand human brain dynamics during visually guided locomotion, we developed a method o...

Mar 2019 30886202
Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images.

Understanding of the neuroscientific sleep mechanisms is associated with mental/cognitive and physic...

Mar 2019 30892246
MMSplice: modular modeling improves the predictions of genetic variant effects on splicing.

Predicting the effects of genetic variants on splicing is highly relevant for human genetics. We des...

Mar 2019 30823901
A multi-task convolutional deep neural network for variant calling in single molecule sequencing.

The accurate identification of DNA sequence variants is an important, but challenging task in genomi...

Mar 2019 30824707
ClinTAD: a tool for copy number variant interpretation in the context of topologically associated domains.

Standard clinical interpretation of DNA copy number variants (CNVs) identified by cytogenomic microa...

Feb 2019 30765865
NCBoost classifies pathogenic non-coding variants in Mendelian diseases through supervised learning on purifying selection signals in humans.

State-of-the-art methods assessing pathogenic non-coding variants have mostly been characterized on ...

Feb 2019 30744685
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