Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell Images

Author:

Batool Amreen1ORCID,Byun Yung-Cheol2ORCID

Affiliation:

1. Department of Electronic Engineering, Institute of Information Science and Technology, Jeju National University, Jeju, South Korea

2. Department of Computer Engineering, Institute of Information Science and Technology, Jeju National University, Jeju, South Korea

Funder

Ministry of Small and Medium-Sized Enterprises (SMEs) and Startups (MSS), South Korea, under the Regional Specialized Industry Development Plus Program

Korea Technology and Information Promotion Agency for SMEs

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Detection of Acute Lymphoblastic Leukemia Using CollateNet;2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS);2023-11-01

2. Morphological diagnosis of hematologic malignancy using feature fusion-based deep convolutional neural network;Scientific Reports;2023-10-09

3. Modified EfficientNetB3 Deep Learning Model to Classify Colour Fundus Images of Eye Diseases;2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA);2023-10-07

4. Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification;Lecture Notes in Networks and Systems;2023

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