SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (CoRR, 2022)

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (J. Heal. Informatics Res., 2022)

Automatic Quantification of Lung Infection Severity in Chest X-ray Images. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi; Vinh Truong Hoang (SSP, 2023)

Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images. - Bouthaina Slika; Fadi Dornaika; Hamid Merdji; Karim Hammoudi (CoRR, 2023)

Predicting Lung Infection Severity in Chest X-Ray Images Through Multi-score Assessment. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi (SADASC (1), 2024)

Lung pneumonia severity scoring in chest X-ray images using transformers. - Bouthaina Slika; Fadi Dornaika; Hamid Merdji; Karim Hammoudi (Medical Biol. Eng. Comput., 2024)

Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation. - Bouthaina Slika; Fadi Dornaika; Fares Bougourzi; Karim Hammoudi (CVPR Workshops, 2025)

Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi (IEEE Trans. Emerg. Top. Comput. Intell., 2025)