Version [1.1.0]- [DLDiagnosis: A mobile and web application for diseases classification using Deep Learning]

This paper presents version 1.1.0 of the DLDiagnosis software, which serves as an automated decision support tool for disease detection and classification through imaging analysis using deep learning. The latest update of DLDiagnosis includes significant enhancements, expanding the system to manage...

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Bibliographic Details
Published in:SoftwareX 2024-05, Vol.26, p.101745, Article 101745
Main Authors: My Driss, Laanaoui, Mustapha, Aatila, Mohamed, Lachgar, Hamid, Hrimech, Najia, Okacha, Roukéya, Assouma, Mohamed, Abou Elkhir
Format: Article
Language:English
Subjects:
Decision-making support
Deep learning
Diagnosis
Images classification
Mobile application
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Summary:This paper presents version 1.1.0 of the DLDiagnosis software, which serves as an automated decision support tool for disease detection and classification through imaging analysis using deep learning. The latest update of DLDiagnosis includes significant enhancements, expanding the system to manage a total of eight different diseases. Three new diseases have been added: keratoconus, breast cancer, and pneumonia. This update focuses on refining user interface elements, identifying gaps in code logic, and improving mobile and web interface elements. Additionally, various functionalities have been improved, including reduced diagnostic latency, faster results, enhanced responsiveness, and a more consistent and intuitive diagnostic experience.
ISSN:2352-7110
2352-7110
DOI:10.1016/j.softx.2024.101745