Pneumonia Detection using Depth-Wise Convolutional Neural Network (DW-CNN)

Walia, Inderpreet; Srivastava, Muskan; Kumar, Deepika; Rani, Mehar; Muthreja, Parth; Mohadikar, Gaurav

Pneumonia Detection using Depth-Wise Convolutional Neural Network (DW-CNN)

Walia, Inderpreet and Srivastava, Muskan and Kumar, Deepika and Rani, Mehar and Muthreja, Parth and Mohadikar, Gaurav (2020) Pneumonia Detection using Depth-Wise Convolutional Neural Network (DW-CNN). EAI Endorsed Transactions on Pervasive Health and Technology.

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Abstract

INTRODUCTION: Pneumonia is most significant disease in today’s world. It resulted around 15 % of the total deaths of children of the same age group.

OBJECTIVES: This paper proposes Depth Wise Convolution Neural Network (DW-CNN) using the SWISH Activation and Transfer Learning (

Item Type:	Article
Date Deposited:	04 Mar 2026 13:52
Last Modified:	11 Apr 2026 20:44
URI:	http://eprints.eai.eu/id/eprint/32021

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