AIMC Topic: Masks

Clear Filters Showing 21 to 26 of 26 articles

Simple Python Module for Conversions Between DICOM Images and Radiation Therapy Structures, Masks, and Prediction Arrays.

Practical radiation oncology Feb 17, 2021
Deep learning is becoming increasingly popular and available to new users, particularly in the medical field. Deep learning image segmentation, outcome analysis, and generators rely on presentation of Digital Imaging and Communications in Medicine (D...
Humans Deep Learning Image Processing, Computer-Assisted Masks
View on PubMed DOI

IoT and ML-driven framework for managing infectious disease risks in communal spaces: a post-COVID perspective.

Frontiers in public health Jan 1, 2025
COVID-19 has not only changed the way people live but has also altered the way all organizations operate. The most effective precautionary measure against the spread of the virus that caused the COVID-19 pandemic SARS-CoV-2, is to use face coverings ...
Humans Machine Learning Pandemics COVID-19 SARS-CoV-2 Internet of Things Masks
View on PubMed DOI

Transfer learning for mobile real-time face mask detection and localization.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Due to the COVID-19 pandemic, our daily habits have suddenly changed. Gatherings are forbidden and, even when it is possible to leave the home for health or work reasons, it is necessary to wear a face mask to reduce the possibility of con...
Humans COVID-19 Female Male Deep Learning Automated Facial Recognition Datasets as Topic Masks
View on PubMed DOI

Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Facial masks are an essential personal protective measure to fight the COVID-19 (coronavirus disease) pandemic. However, the mask adoption rate in the United States is still less than optimal. This study aims to understand the beliefs held...
Humans Machine Learning COVID-19 United States Social Media Public Opinion Masks Attitude to Health
View on PubMed DOI

Automatic PAP Mask Sizing with an Error Correcting Autoencoder.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
We present the use of an error correcting autoencoder stage to a convolutional neural network model as a means of improving image based automatic Positive Airway Pressure (PAP) mask sizing accuracy. A single convolutional layer neural network was pre...
Humans Neural Networks, Computer Machine Learning Image Processing, Computer-Assisted Positive-Pressure Respiration Masks
View on PubMed DOI

[Effect of location and type of exhalation valve on carbon dioxide rebreathing during noninvasive positive pressure ventilation: a experimental study].

Zhonghua wei zhong bing ji jiu yi xue Oct 1, 2015
OBJECTIVE: To investigate the influence of exhalation valve location as well as its type on carbon dioxide (CO2) rebreathing during noninvasive positive pressure ventilation (NPPV).
Humans Positive-Pressure Respiration Tidal Volume Carbon Dioxide Exhalation Masks Noninvasive Ventilation Trachea
View on PubMed
Popular Topics
Recent Journals