Infectious Disease

COVID-19

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

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Predicting the short-term success of human influenza virus variants with machine learning.

Seasonal influenza viruses are constantly changing and produce a different set of circulating strain...

Apr 2020 32259469
A Machine Learning Approach for High-Dimensional Time-to-Event Prediction With Application to Immunogenicity of Biotherapies in the ABIRISK Cohort.

Predicting immunogenicity for biotherapies using patient and drug-related factors represents nowaday...

Apr 2020 32318076
Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks.

In this study, a dataset of X-ray images from patients with common bacterial pneumonia, confirmed Co...

Apr 2020 32524445
LEAP: Using machine learning to support variant classification in a clinical setting.

Advances in genome sequencing have led to a tremendous increase in the discovery of novel missense v...

Apr 2020 32176384
Extension of Coronavirus Disease 2019 on Chest CT and Implications for Chest Radiographic Interpretation.

PURPOSE: To study the extent of pulmonary involvement in coronavirus 19 (COVID-19) with quantitative...

Mar 2020 33778565
Environmental Noise Classification Using Convolutional Neural Networks with Input Transform for Hearing Aids.

Hearing aids are essential for people with hearing loss, and noise estimation and classification are...

Mar 2020 32230966
Automated detection algorithm for C4d immunostaining showed comparable diagnostic performance to pathologists in renal allograft biopsy.

A deep learning-based image analysis could improve diagnostic accuracy and efficiency in pathology w...

Mar 2020 32218521
DeepMILO: a deep learning approach to predict the impact of non-coding sequence variants on 3D chromatin structure.

Non-coding variants have been shown to be related to disease by alteration of 3D genome structures. ...

Mar 2020 32216817
An Intelligent Optimization Algorithm for Constructing a DNA Storage Code: NOL-HHO.

The high density, large capacity, and long-term stability of DNA molecules make them an emerging sto...

Mar 2020 32235762
Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy.

Background Coronavirus disease 2019 (COVID-19) has widely spread all over the world since the beginn...

Mar 2020 32191588
Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations.

There is increasing interest in developing diagnostics that discriminate individual mutagenic mechan...

Mar 2020 32193188
The Stochastic Delta Rule: Faster and More Accurate Deep Learning Through Adaptive Weight Noise.

Multilayer neural networks have led to remarkable performance on many kinds of benchmark tasks in te...

Mar 2020 32187001
AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data.

The novel coronavirus (COVID-19) outbreak, which was identified in late 2019, requires special atten...

Mar 2020 32189081
Multi-Person Pose Estimation Using an Orientation and Occlusion Aware Deep Learning Network.

Image based human behavior and activity understanding has been a hot topic in the field of computer ...

Mar 2020 32178461
An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding.

Previous studies of Brain Computer Interfaces (BCI) based on scalp electroencephalography (EEG) have...

Mar 2020 32152333
Machine Learning-Guided Prediction of Antigen-Reactive In Silico Clonotypes Based on Changes in Clonal Abundance through Bio-Panning.

c-Met is a promising target in cancer therapy for its intrinsic oncogenic properties. However, there...

Mar 2020 32182714
Age-specific reference ranges of prostate-specific antigen in the elderly of Amirkola: A population-based study.

OBJECTIVE: To determine the age-specific reference ranges of prostate-specific antigen (PSA) in the ...

Mar 2020 33996474
A Novel System for Functional Determination of Variants of Uncertain Significance using Deep Convolutional Neural Networks.

Many drugs are developed for commonly occurring, well studied cancer drivers such as vemurafenib for...

Mar 2020 32144301
Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets.

Background and objectivesAutomated segmentation and tracking of surgical instruments and catheters u...

Feb 2020 32171151
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