Author

Sandra Michalska

Victoria UniversityORCID 0000-0002-3732-1882Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Hua WangiD· 1 shared Khandakar Entenam Unayes AhmediD· 1 shared Rubina SarkiiD· 1 shared Yanchun ZhangiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Hua WangORCID

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1 paper

Recent·Most cited

Convolutional neural networks for mild diabetic retinopathy detection: An experimental study

Rubina Sarki, Sandra Michalska, Khandakar Entenam Unayes Ahmed, Hua Wang, Yanchun Zhang

This study evaluates CNNs for detecting mild diabetic retinopathy using fundus images, achieving 86% accuracy with ResNet50 and RMSProp optimizer on augmented datasets.

bioRxiv · Sep 9, 2019 · PreprintBioinformatics