AIMC Topic:
SARS-CoV-2
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Design and Simulation of a Soft Robotic Device for Muscle Rehabilitation and Blood Flow Stimulation Therapy.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Nov 1, 2021
Previous works have shown the efficacy of mechanical stimulation by applying pressure and vibration on muscle rehabilitation. Additionally, a temperature increase can improve both muscle performance and blood circulation during therapies. These modal...
Optimized ensemble deep learning framework for scalable forecasting of dynamics containing extreme events.
Chaos (Woodbury, N.Y.)
Nov 1, 2021
The remarkable flexibility and adaptability of both deep learning models and ensemble methods have led to the proliferation for their application in understanding many physical phenomena. Traditionally, these two techniques have largely been treated ...
Factors determining generalization in deep learning models for scoring COVID-CT images.
Mathematical biosciences and engineering : MBE
Oct 27, 2021
The COVID-19 pandemic has inspired unprecedented data collection and computer vision modelling efforts worldwide, focused on the diagnosis of COVID-19 from medical images. However, these models have found limited, if any, clinical application due in ...
Computational prediction of the effect of amino acid changes on the binding affinity between SARS-CoV-2 spike RBD and human ACE2.
Proceedings of the National Academy of Sciences of the United States of America
Oct 19, 2021
The association of the receptor binding domain (RBD) of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike protein with human angiotensin-converting enzyme 2 (hACE2) represents the first required step for cellular entry. SARS-CoV-2 ha...
Detection and characterization of COVID-19 findings in chest CT: Feasibility and applicability of an AI-based software tool.
Medicine
Oct 15, 2021
The COVID-19 pandemic has challenged institutions' diagnostic processes worldwide. The aim of this study was to assess the feasibility of an artificial intelligence (AI)-based software tool that automatically evaluates chest computed tomography for f...
Are small airplanes safe with regards to COVID-19 transmission?
Journal of travel medicine
Oct 11, 2021
Social distancing is impossible in small aircrafts but there is a specific, highly effective ventilation system. Measurements proved that there is no crossflow between pilot, copilot and backseaters. Terefore the risk of infection should be very low.
[Pandemic, artificial intelligence... : medical biology in constant (r)evolution!].
Annales de biologie clinique
Oct 1, 2021
A Novel Three-Dimensional Robot Arm Steered Camera for Ear Surgery.
The Journal of craniofacial surgery
Oct 1, 2021
Ear surgery requires magnified imaging of anatomical structures from its beginning to achieve safe and successful surgical outcomes. The historical evolution of magnification in otology has developed from monocular to binocular, and to three-dimensio...
Deep learning identifies synergistic drug combinations for treating COVID-19.
Proceedings of the National Academy of Sciences of the United States of America
Sep 28, 2021
Effective treatments for COVID-19 are urgently needed. However, discovering single-agent therapies with activity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been challenging. Combination therapies play an important role i...
Application of machine learning in CT images and X-rays of COVID-19 pneumonia.
Medicine
Sep 10, 2021
Coronavirus disease (COVID-19) has spread worldwide. X-ray and computed tomography (CT) are 2 technologies widely used in image acquisition, segmentation, diagnosis, and evaluation. Artificial intelligence can accurately segment infected parts in X-r...
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