AIMC Topic: COVID-19
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Prescreening and Triage of COVID-19 Patients Through Chest X-Ray Images Using Deep Learning Model.
Big data
Sep 13, 2022
Deep learning models deliver a fast diagnosis during triage prescreening for COVID-19 patients, reducing waiting time for hospital admission during health emergency scenarios. The Ministry of health and family welfare government of India provides gui...
Three-Dimensional Foot Position Estimation Based on Footprint Shadow Image Processing and Deep Learning for Smart Trampoline Fitness System.
Sensors (Basel, Switzerland)
Sep 13, 2022
In the wake of COVID-19, the digital fitness market combining health equipment and ICT technologies is experiencing unexpected high growth. A smart trampoline fitness system is a new representative home exercise equipment for muscle strengthening and...
Motive perception pathways to the release of personal information to healthcare organizations.
BMC medical informatics and decision making
Sep 13, 2022
BACKGROUND: The goal of the study is to assess the downstream effects of who requests personal information from individuals for artificial intelligence-(AI) based healthcare research purposes-be it a pharmaceutical company (as an example of a for-pro...
A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques.
Computer methods and programs in biomedicine
Sep 12, 2022
BACKGROUND AND OBJECTIVE: COVID-19 outbreak has become one of the most challenging problems for human being. It is a communicable disease caused by a new coronavirus strain, which infected over 375 million people already and caused almost 6 million d...
Research on Application of Meticulous Nursing Scheduling Management Based on Data-Driven Intelligent Optimization Technology.
Computational intelligence and neuroscience
Sep 12, 2022
The management of nursing scheduling in healthcare facilities have faced new challenges during the COVID-19 pandemic. With the rapid development of big data and artificial intelligence technology, data-driven intelligent medical services are what we ...
Automatic Detection of Cases of COVID-19 Pneumonia from Chest X-ray Images and Deep Learning Approaches.
Computational intelligence and neuroscience
Sep 6, 2022
Machine learning has already been used as a resource for disease detection and health care as a complementary tool to help with various daily health challenges. The advancement of deep learning techniques and a large amount of data-enabled algorithms...
Progress and prospects for artificial intelligence in clinical practice: learning from COVID-19.
Internal and emergency medicine
Sep 5, 2022
COVID-19 safe campus evaluation for universities by a hybrid interval type-2 fuzzy decision-making model.
Environmental science and pollution research international
Sep 2, 2022
The fight against the COVID-19 pandemic, which has affected the whole world in recent years and has had devastating effects on all segments of society, has been one of the most important priorities. The Turkish Standards Institution has determined a ...
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attention.
Computers in biology and medicine
Sep 1, 2022
Aiming at detecting COVID-19 effectively, a multiscale class residual attention (MCRA) network is proposed via chest X-ray (CXR) image classification. First, to overcome the data shortage and improve the robustness of our network, a pixel-level image...
Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data.
Scientific reports
Sep 1, 2022
With the rise and ever-increasing potential of deep learning techniques in recent years, publicly available medical datasets became a key factor to enable reproducible development of diagnostic algorithms in the medical domain. Medical data contains ...
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