Infectious Disease

COVID-19

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

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T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography.

In this paper, we proposed nested encoder-decoder architecture named T-Net. T-Net consists of severa...

May 2020 32447265
Strategies to modulate zebrafish collective dynamics with a closed-loop biomimetic robotic system.

The objective of this study is to integrate biomimetic robots into small groups of zebrafish and to ...

May 2020 32252047
Similarity-Based Methods and Machine Learning Approaches for Target Prediction in Early Drug Discovery: Performance and Scope.

Computational methods for predicting the macromolecular targets of drugs and drug-like compounds hav...

May 2020 32438666
Stochastic quasi-gradient methods: variance reduction via Jacobian sketching.

We develop a new family of variance reduced stochastic gradient descent methods for minimizing the a...

May 2020 34720193
The usefulness of the Deep Learning method of variational autoencoder to reduce measurement noise in glaucomatous visual fields.

The aim of the study was to investigate the usefulness of processing visual field (VF) using a varia...

May 2020 32398783
COVID-19 on Chest Radiographs: A Multireader Evaluation of an Artificial Intelligence System.

Background Chest radiography may play an important role in triage for coronavirus disease 2019 (COVI...

May 2020 32384019
Predicting COVID-19 in China Using Hybrid AI Model.

The coronavirus disease 2019 (COVID-19) breaking out in late December 2019 is gradually being contro...

May 2020 32396126
Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning.

Recently, the outbreak of Coronavirus Disease 2019 (COVID-19) has spread rapidly across the world. D...

May 2020 32386147
Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study.

PURPOSE: To develop a deep learning-based method to assist radiologists to fast and accurately ident...

May 2020 32408222
Use of CT and artificial intelligence in suspected or COVID-19 positive patients: statement of the Italian Society of Medical and Interventional Radiology.

The COVID-19 pandemic started in Italy in February 2020 with an exponential growth that has exceeded...

Apr 2020 32350794
Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT.

Background Coronavirus disease 2019 (COVID-19) and pneumonia of other diseases share similar CT char...

Apr 2020 32339081
Classification of COVID-19 patients from chest CT images using multi-objective differential evolution-based convolutional neural networks.

Early classification of 2019 novel coronavirus disease (COVID-19) is essential for disease cure and ...

Apr 2020 32337662
ASAP-SML: An antibody sequence analysis pipeline using statistical testing and machine learning.

Antibodies are capable of potently and specifically binding individual antigens and, in some cases, ...

Apr 2020 32339164
Combination Strategies for Immune-Checkpoint Blockade and Response Prediction by Artificial Intelligence.

The therapeutic concept of unleashing a pre-existing immune response against the tumor by the applic...

Apr 2020 32325898
Caregiver perspectives on a smart home-based socially assistive robot for individuals with Alzheimer's disease and related dementia.

: Innovative assistive technology can address aging-in-place and caregiving needs of individuals wit...

Apr 2020 32299272
Predicting COVID-19 Incidence Through Analysis of Google Trends Data in Iran: Data Mining and Deep Learning Pilot Study.

BACKGROUND: The recent global outbreak of coronavirus disease (COVID-19) is affecting many countries...

Apr 2020 32234709
DeLTA: Automated cell segmentation, tracking, and lineage reconstruction using deep learning.

Microscopy image analysis is a major bottleneck in quantification of single-cell microscopy data, ty...

Apr 2020 32282792
Abdominal multi-organ auto-segmentation using 3D-patch-based deep convolutional neural network.

Segmentation of normal organs is a critical and time-consuming process in radiotherapy. Auto-segment...

Apr 2020 32277135
Generative adversarial networks with decoder-encoder output noises.

In recent years, research on image generation has been developing very fast. The generative adversar...

Apr 2020 32315932
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