doi:10.47723/kcmj.v16isupplement.195

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Publication Date

Sat Sep 12 2020

Journal Name

Al-kindy College Medical Journal

Volume

16

Issue Number

supplement

DOI

10.47723/kcmj.v16isupplement.195

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A Brief view on the pediatric COVID- 19 pandemic

COVID-19

pandemic

children

Mahmood D.

Ali Abdul Razzak

Isam

Mohammed Jalal

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The world is currently challenging the serious effects of the pandemic of the Coronavirus disease (COVID-19) caused by severe acute respiratory syndrome Coronavirus 2 (SARS-CoV-2). Data on pediatric COVID are rare and scattered in the literature. In this article, we presented the updated knowledge on the pediatric COVID-19 from different aspects. We hope it will increase the awareness of the pediatricians and health care professionals on this pandemic.

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Publication Date

Sun Oct 01 2023

Journal Name

Baghdad Science Journal

Using VGG Models with Intermediate Layer Feature Maps for Static Hand Gesture Recognition

Convolutional Neural Networks

Deep Learning

Hand Gesture Recognition

VGG-16

VGG-19.

Osamah Y.

Bashar

Ayad R.

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A hand gesture recognition system provides a robust and innovative solution to nonverbal communication through human–computer interaction. Deep learning models have excellent potential for usage in recognition applications. To overcome related issues, most previous studies have proposed new model architectures or have fine-tuned pre-trained models. Furthermore, these studies relied on one standard dataset for both training and testing. Thus, the accuracy of these studies is reasonable. Unlike these works, the current study investigates two deep learning models with intermediate layers to recognize static hand gesture images. Both models were tested on different datasets, adjusted to suit the dataset, and then trained under different m

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