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3 articles related to "Image Classifcation"

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Articles

Original Research

Published on 02 Mar 2022

A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers

in Systems Microbiology

Peng Zhao
Chen Li
Md Mamunur Rahaman
Hao Xu
Hechen Yang
Hongzan Sun
Tao Jiang
Marcin Grzegorzek

Frontiers in Microbiology

doi 10.3389/fmicb.2022.792166

6,505 views
59 citations

Original Research

Published on 20 Feb 2024

Active trachoma: enhancing image classification using pretrained SOTA models and explainable AI

in Molecular Bacteriology and Microbiome

Yongjun Pan
Wenyao Lan
Binbin Xu

Frontiers in Bacteriology

doi 10.3389/fbrio.2024.1333641

2,709 views

Original Research

Published on 31 May 2019

Diagnosis of Alzheimer’s Disease via Multi-Modality 3D Convolutional Neural Network

in Brain Imaging Methods

Yechong Huang
Jiahang Xu
Yuncheng Zhou
Tong Tong
Xiahai Zhuang
the Alzheimer’s Disease Neuroimaging Initiative (ADNI)

Frontiers in Neuroscience

doi 10.3389/fnins.2019.00509

22,799 views
268 citations