Author

Tahmina Nasrin Poly

Taipei Medical UniversityORCID 0000-0002-3484-0222Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Md. Mohaimenul IslamiD· 2 shared Yu‐Chuan LiiD· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersBioinformatics

Md. Mohaimenul IslamORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 16, 2019

Retinal Vessels Detection Using Convolutional Neural Networks in Fundus Images

Md. Mohaimenul Islam, Tahmina Nasrin Poly, Yu‐Chuan Li

This paper surveys the use of convolutional neural networks for retinal vessel detection in fundus images, highlighting their accuracy and potential clinical applications.

4 citations

imagingdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintAug 2, 2019

Machine Learning Models of Breast Cancer Risk Prediction

Md. Mohaimenul Islam, Tahmina Nasrin Poly

This study compares machine learning models for breast cancer risk prediction using clinical features from 116 patients, finding KNN to have the highest accuracy.

14 citations

humanmachine learning (classical)

𝕏 PostBluesky