[HTML][HTML] Empowering covid-19 detection: Optimizing performance through fine-tuned efficientnet deep learning architecture
The worldwide COVID-19 pandemic has profoundly influenced the health and everyday
experiences of individuals across the planet. It is a highly contagious respiratory disease
requiring early and accurate detection to curb its rapid transmission. Initial testing methods
primarily revolved around identifying the genetic composition of the coronavirus, exhibiting a
relatively low detection rate and requiring a time-intensive procedure. To address this
challenge, experts have suggested using radiological imagery, particularly chest X-rays, as�…
experiences of individuals across the planet. It is a highly contagious respiratory disease
requiring early and accurate detection to curb its rapid transmission. Initial testing methods
primarily revolved around identifying the genetic composition of the coronavirus, exhibiting a
relatively low detection rate and requiring a time-intensive procedure. To address this
challenge, experts have suggested using radiological imagery, particularly chest X-rays, as�…
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture
M Alamin Talukder, M Abu Layek, M Kazi…�- arXiv e�…, 2023 - ui.adsabs.harvard.edu
The worldwide COVID-19 pandemic has profoundly influenced the health and everyday
experiences of individuals across the planet. It is a highly contagious respiratory disease
requiring early and accurate detection to curb its rapid transmission. Initial testing methods
primarily revolved around identifying the genetic composition of the coronavirus, exhibiting a
relatively low detection rate and requiring a time-intensive procedure. To address this
challenge, experts have suggested using radiological imagery, particularly chest X-rays, as�…
experiences of individuals across the planet. It is a highly contagious respiratory disease
requiring early and accurate detection to curb its rapid transmission. Initial testing methods
primarily revolved around identifying the genetic composition of the coronavirus, exhibiting a
relatively low detection rate and requiring a time-intensive procedure. To address this
challenge, experts have suggested using radiological imagery, particularly chest X-rays, as�…
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