Infectious Disease

COVID-19

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

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COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning.

Medical imaging offers great potential for COVID-19 diagnosis and monitoring. Our work introduces an...

May 2021 34042629
Robotic-Assisted Surgery Training (RAST) Program: An Educational Research Protocol.

Technology has had a dramatic impact on how diseases are diagnosed and treated. Although cut, sew, a...

May 2021 33830493
Digital holographic deep learning of red blood cells for field-portable, rapid COVID-19 screening.

Rapid screening of red blood cells for active infection of COVID-19 is presented using a compact and...

May 2021 33988579
Opportunities and challenges for the computational interpretation of rare variation in clinically important genes.

Genome sequencing is enabling precision medicine-tailoring treatment to the unique constellation of ...

Apr 2021 33798442
The value of federated learning during and post-COVID-19.

Federated learning (FL) as a distributed machine learning (ML) technique has lately attracted increa...

Mar 2021 33538778
FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.

OBJECTIVE: The study sought to test the possibility of differentiating chest x-ray images of coronav...

Mar 2021 33125051
Use of Telepresence Robots in Glaucoma Patient Education.

PRCIS: Telepresence robots (TR) present the versatility to effectively provide remote educational se...

Mar 2021 33337723
COVID-19 mortality rate prediction for India using statistical neural networks and gaussian process regression model.

The primary purpose of this research is to identify the best COVID-19 mortality model for India usin...

Mar 2021 34394298
Using machine learning to estimate the effect of racial segregation on COVID-19 mortality in the United States.

This study examines the role that racial residential segregation has played in shaping the spread of...

Feb 2021 33531345
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.

OBJECTIVE: The lack of representative coronavirus disease 2019 (COVID-19) data is a bottleneck for r...

Feb 2021 33027509
Using machine learning to investigate the public's emotional responses to work from home during the COVID-19 pandemic.

According to event system theory (EST; Morgeson et al., Academy of Management Review, 40, 2015, 515-...

Feb 2021 33818121
Early prediction of mortality risk among patients with severe COVID-19, using machine learning.

BACKGROUND: Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronav...

Jan 2021 32997743
Predicting regulatory variants using a dense epigenomic mapped CNN model elucidated the molecular basis of trait-tissue associations.

Assessing the causal tissues of human complex diseases is important for the prioritization of trait-...

Jan 2021 33300042
A Deep Neural Network to Distinguish COVID-19 from other Chest Diseases Using X-ray Images.

BACKGROUND: Scanning a patient's lungs to detect Coronavirus 2019 (COVID-19) may lead to similar ima...

Jan 2021 32496988
Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images.

PURPOSE: Chest X-ray plays a key role in diagnosis and management of COVID-19 patients and imaging f...

Jan 2021 32815519
Using artificial intelligence to assist radiologists in distinguishing COVID-19 from other pulmonary infections.

BACKGROUND: Accurate and rapid diagnosis of coronavirus disease (COVID-19) is crucial for timely qua...

Jan 2021 33164982
Machine Learning Frameworks to Predict Neoadjuvant Chemotherapy Response in Breast Cancer Using Clinical and Pathological Features.

PURPOSE: Neoadjuvant chemotherapy (NAC) is used to treat locally advanced breast cancer (LABC) and h...

Jan 2021 33439725
Can occupational therapy manpower be replaced with social robots in a singing group during COVID-19?

BACKGROUND: Prior to the COVID-19 global health emergency, reducing direct contacts between therapis...

Jan 2021 33459684
Calculation of therapeutic antibody viscosity with coarse-grained models, hydrodynamic calculations and machine learning-based parameters.

High viscosity presents a challenge for manufacturing and drug delivery of therapeutic antibodies. T...

Jan 2021 33834944
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A Review.

BACKGROUND: This paper provides a systematic review of the application of Artificial Intelligence (A...

Jan 2021 34259149
Deep Learning Analysis in Prediction of COVID-19 Infection Status Using Chest CT Scan Features.

Background and aims Non-contrast chest computed tomography (CT) scanning is one of the important too...

Jan 2021 34279835
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