Infectious Disease

COVID-19

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

6,843 articles
Stay Ahead - Weekly COVID-19 research updates
Subscribe
Browse Categories
Showing 4327-4347 of 6,843 articles
SVPath: an accurate pipeline for predicting the pathogenicity of human exon structural variants.

Although there are a large number of structural variations in the chromosomes of each individual, th...

Mar 2022 35180781
Deep learning-based identification of genetic variants: application to Alzheimer's disease classification.

Deep learning is a promising tool that uses nonlinear transformations to extract features from high-...

Mar 2022 35183061
DeepSVP: integration of genotype and phenotype for structural variant prioritization using deep learning.

MOTIVATION: Structural genomic variants account for much of human variability and are involved in se...

Mar 2022 34951628
Computational anti-COVID-19 drug design: progress and challenges.

Vaccines have made gratifying progress in preventing the 2019 coronavirus disease (COVID-19) pandemi...

Jan 2022 34850817
Heavy chain sequence-based classifier for the specificity of human antibodies.

Antibodies specifically bind to antigens and are an essential part of the immune system. Hence, anti...

Jan 2022 34953464
Active disease-related compound identification based on capsule network.

Pneumonia, especially corona virus disease 2019 (COVID-19), can lead to serious acute lung injury, a...

Jan 2022 35057581
DLAB: deep learning methods for structure-based virtual screening of antibodies.

MOTIVATION: Antibodies are one of the most important classes of pharmaceuticals, with over 80 approv...

Jan 2022 34546288
An Efficient Method for Coronavirus Detection Through X-rays Using Deep Neural Network.

BACKGROUND: Coronavirus (COVID-19) is a group of infectious diseases caused by related viruses calle...

Jan 2022 33438544
The human-AI scoring system: A new method for CT-based assessment of COVID-19 severity.

BACKGROUND: Chest computed tomography (CT) plays an important role in the diagnosis and assessment o...

Jan 2022 34486996
Deep Learning in Therapeutic Antibody Development.

Deep learning applied to antibody development is in its adolescence. Low data volumes and biological...

Jan 2022 34731481
Computer-aided COVID-19 diagnosis and a comparison of deep learners using augmented CXRs.

BACKGROUND: Coronavirus Disease 2019 (COVID-19) is contagious, producing respiratory tract infection...

Jan 2022 34842222
UBNet: Deep learning-based approach for automatic X-ray image detection of pneumonia and COVID-19 patients.

BACKGROUND: Analysis of chest X-ray images is one of the primary standards in diagnosing patients wi...

Jan 2022 34864714
The diagnostic performance of deep-learning-based CT severity score to identify COVID-19 pneumonia.

OBJECTIVE: To determine the diagnostic accuracy of a deep-learning (DL)-based algorithm using chest ...

Jan 2022 34889645
Optimized Deep Learning for the Classification of Parkinson's Disease Based on Voice Features.

Parkinson's disease (PD) is a neurodegenerative disorder. Hence, there is a tremendous demand for ad...

Jan 2022 37075094
Detecting Racial/Ethnic Health Disparities Using Deep Learning From Frontal Chest Radiography.

PURPOSE: The aim of this study was to assess racial/ethnic and socioeconomic disparities in the diff...

Jan 2022 35033309
Machine learning prediction of antibody aggregation and viscosity for high concentration formulation development of protein therapeutics.

Machine learning has been recently used to predict therapeutic antibody aggregation rates and viscos...

Jan 2022 35075980
BioPhi: A platform for antibody design, humanization, and humanness evaluation based on natural antibody repertoires and deep learning.

Despite recent advances in transgenic animal models and display technologies, humanization of mouse ...

Jan 2022 35133949
Deep Learning-Based Internal Target Volume (ITV) Prediction Using Cone-Beam CT Images in Lung Stereotactic Body Radiotherapy.

This study aims to develop a deep learning (DL)-based (Mask R-CNN) method to predict the internal ta...

Jan 2022 35188835
Optimized chest X-ray image semantic segmentation networks for COVID-19 early detection.

BACKGROUND: Although detection of COVID-19 from chest X-ray radiography (CXR) images is faster than ...

Jan 2022 35213339
Progress and challenges for the machine learning-based design of fit-for-purpose monoclonal antibodies.

Although the therapeutic efficacy and commercial success of monoclonal antibodies (mAbs) are tremend...

Jan 2022 35293269
In silico proof of principle of machine learning-based antibody design at unconstrained scale.

Generative machine learning (ML) has been postulated to become a major driver in the computational d...

Jan 2022 35377271
Browse Categories