Author

E. Islamzada

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 5

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 5 Organism:human· 5 Assay:bulk RNA-seq· 3 Approach:experimental assay· 3 Approach:deep learning· 2 Assay:imaging· 2

Frequent Co-Authors

H. Ma· 5 shared K. Matthews· 5 shared S. P. Duffy· 4 shared M. D. Scott· 3 shared E. Lamoureux· 2 shared E. S. Lamoureux· 2 shared A. T. Santoso· 1 shared M. V. J. Wiens· 1 shared

Activity by Year

2019-2024 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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5 shared papersBioengineering

H. Ma

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Author profile →

5 papers

Recent·Most cited

Biophysical Profiling of Red Blood Cells from Thin-film Blood Smears using Deep Learning

E. S. Lamoureux, Y. Cheng, E. Islamzada, K. Matthews, S. Duffy, H. Ma

This paper develops a deep learning model to detect RBC deformability and storage-related changes in blood smears, showing high accuracy in categorizing deformability groups.

bioRxiv · Apr 10, 2024Bioengineering

Deep Learning Image Classification of Red Blood Cell Deformability

E. S. Lamoureux, E. Islamzada, M. V. J. Wiens, K. Matthews, S. P. Duffy, H. Ma

This paper develops a deep learning model to classify red blood cell deformability from single-cell microscope images, achieving high accuracy comparable to specialized equipment.

bioRxiv · Jul 26, 2021 · PreprintBioengineering

Degradation of Red Blood Cell Deformability during Cold Storage in Blood Bags

E. Islamzada, K. Matthews, E. Lamoureux, S. P. Duffy, M. D. Scott, H. Ma

This study measures RBC deformability loss during cold storage and finds donor-dependent variations, particularly accelerated loss in male donors beyond 42 days.

bioRxiv · Jul 20, 2021Bioengineering

Blood Unit Segments Accurately Represent the Biophysical Properties of Red Blood Cells in Blood Bags but Not Hemolysis

E. Islamzada, K. Matthews, E. Lamoureux, S. P. Duffy, M. D. Scott, H. Ma

This study shows that RBCs sampled from blood unit segments accurately reflect biophysical properties of RBCs in blood bags but not hemolysis over 8 weeks of storage at 4°C.

bioRxiv · Jul 20, 2021Bioengineering

Deformability based sorting of stored red blood cells reveals donor-dependent aging curves

E. Islamzada, K. Matthews, Q. Guo, A. T. Santoso, S. P. Duffy, M. D. Scott, H. Ma

The paper develops a microfluidic method to measure RBC deformability and finds donor-specific aging curves that vary across donors.

bioRxiv · Oct 25, 2019Bioengineering