16 Dec 2025Open access
Interpretable Machine Learning Framework for Early Depression Detection Using Socio-Demographic Features with Dual Feature Selection and SMOTEPublisher siteInformatica, Mental Health via Writing
UniversitiesZineb Sabouri
Active, last published 2026
In artificial intelligence in healthcare
Zineb
Sabouri
Scholar“Research focused on Artificial Intelligence in Healthcare and adjacent fields.”
Université Sultan Moulay Slimane
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01 · About the work
What I study
ineb Sabouri is a researcher working on Artificial Intelligence in Healthcare. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Zineb's work has been cited 151 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Artificial Intelligence in Healthcare×7Anomaly Detection Techniques and Applications×2Biomedical Text Mining and Ontologies×2Mental Health via Writing×2Data Stream Mining Techniques×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Sultan Moulay SlimaneDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
6 works1 Jan 20243cites
Comparative Study of Supervised Regression Algorithms in Machine LearningPublisher siteLecture notes in networks and systems, Data Stream Mining Techniques
1 Jan 2024
COVID-19 Prediction Applying Machine Learning and Ontological LanguagePublisher siteLecture notes in networks and systems, COVID-19 diagnosis using AI
11 Oct 2023Open access2cites
A highly scalable CF recommendation system using ontology and SVD-based incremental approachPublisher siteBulletin of Electrical Engineering and Informatics, Recommender Systems and Techniques
7 Jul 2023Open access18cites
Prediction of Depression via Supervised Learning Models: Performance Comparison and AnalysisPublisher siteInternational Journal of Online and Biomedical Engineering (iJOE), Mental Health via Writing
1 Jan 20233cites
A SWOT Analysis for Healthcare Using Machine LearningPublisher siteLecture notes in networks and systems, Artificial Intelligence in Healthcare
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