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Using deep learning methods to automatically interpret blood culture Gram stains Cover

Using deep learning methods to automatically interpret blood culture Gram stains

Revista Romana de Medicina de Laborator
Volume 33 (2025): Issue 4 (October 2025)
By: Reyhan Yiş,  Kenan Kocadurdu and  Mustafa Berktaş  
Open Access
|Nov 2025

Authors

Reyhan Yiş

reyhan.yis@bakircay.edu.tr

Department of Medical Microbiology, İzmir Bakırçay University, Turkey

Kenan Kocadurdu

Çiğli Training and Research Hospital, İzmir Bakırçay University, Turkey

Mustafa Berktaş

Department of Medical Microbiology, İzmir Bakırçay University, Turkey
DOI: https://doi.org/10.2478/rrlm-2025-0027 | Journal eISSN: 2284-5623 | Journal ISSN: 1841-6624
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Language: English
Page range: 259 - 266
Submitted on: Jun 17, 2025
|
Accepted on: Sep 22, 2025
|
Published on: Nov 6, 2025
Published by: Romanian Association of Laboratory Medicine
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
artificial intelligence,
automated microscopy,
blood culture,
deep learning,
Gram stain
Related subjects:
Life sciences,
Molecular biology,
Biochemistry,
Human biology,
Microbiology and virology

© 2025 Reyhan Yiş, Kenan Kocadurdu, Mustafa Berktaş, published by Romanian Association of Laboratory Medicine
This work is licensed under the Creative Commons Attribution 4.0 License.

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