Samira Douzi

Rabat, Morocco

Last Updated: 09/26/2026

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Found 10 publications

AI-driven skin cancer detection from smartphone images: A hybrid model using ViT, adaptive thresholding, black-hat transformation, and XGBoost.

AI-driven skin cancer detection from smartphone images: A hybrid model using ViT, adaptive thresholding, black-hat transformation, and XGBoost.

Journal: PloS one
Published: February 05, 2025

Machine Learning Approaches for Automated Diagnosis of Cardiovascular Diseases: A Review of Electrocardiogram Data Applications.

Machine Learning Approaches for Automated Diagnosis of Cardiovascular Diseases: A Review of Electrocardiogram Data Applications.

Journal: Cardiology in review
Published: September 12, 2024

Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognition.

Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognition.

Journal: PloS one
Published: July 22, 2024

Lightweight deep learning model with spatial attention for accurate and efficient breast cancer prediction.

Lightweight deep learning model with spatial attention for accurate and efficient breast cancer prediction.

Journal: Scientific reports
Published: July 17, 2024

Leveraging RegNet and CBAM for precise detection of honey adulteration using thermal image analysis.

Leveraging RegNet and CBAM for precise detection of honey adulteration using thermal image analysis.

Journal: Scientific reports
Published: July 16, 2024

Real-time AIoT platform for monitoring and prediction of air quality in Southwestern Morocco.

Real-time AIoT platform for monitoring and prediction of air quality in Southwestern Morocco.

Journal: PloS one
Published: March 14, 2024

Synergistic use of handcrafted and deep learning features for tomato leaf disease classification.

Synergistic use of handcrafted and deep learning features for tomato leaf disease classification.

Journal: Scientific reports
Published: January 21, 2024

A robust intrusion detection system based on a shallow learning model and feature extraction techniques.

A robust intrusion detection system based on a shallow learning model and feature extraction techniques.

Journal: PloS one
Published: October 04, 2023

Explanatory predictive model for COVID-19 severity risk employing machine learning, shapley addition, and LIME.

Explanatory predictive model for COVID-19 severity risk employing machine learning, shapley addition, and LIME.

Journal: Scientific reports
Published: November 27, 2022

Machine learning approaches in Covid-19 severity risk prediction in Morocco.

Machine learning approaches in Covid-19 severity risk prediction in Morocco.

Journal: Journal of big data
Published: August 26, 2021
Showing 1-10 of 10

Last Updated: 09/26/2026