| 2024 | ATSIP | Dermoscopic Images Classification Using Pretrained VGG-16 and ResNet-50 Models. | Sirine Mejri, Afef Elloumi Oueslati |
| 2024 | ATSIP | Autism diagnosis with a CNN model based on genetic mutations. | Farah Mnif, Feriel Ben Nasr, Afef Elloumi Oueslati |
| 2024 | ATSIP | C.elegans coding and non-coding zones classification using multifractal features and support vector machine. | Nadia Selmi, Zeineb Chebbi Babchia, Afef Elloumi Oueslati |
| 2024 | ATSIP | Brain MRI classification for tumor detection with deep pre-trained models. | Ameni Yazzeoui, Afef Elloumi Oueslati |
| 2022 | ATSIP | Pre-miRNA sequence prediction using convolutional neural network. | Saifeddine Ben Nasr, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri |
| 2022 | ATSIP | A new automatic method for human coding and non-coding zones characterization and classification based on FCGR coding and CNN classifier. | Feriel Ben Nasr, Afef Elloumi Oueslati |
| 2022 | ATSIP | Involving FCGR method in multiclass cancer diseases classification with transfer learning models. | Ines Slimene, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri |
| 2020 | ATSIP | Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. | Hiba Lahmer, Afef Elloumi Oueslati, Zied Lachiri |
| 2018 | ATSIP | Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. | Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri |
| 2017 | ATSIP | SVM Helitrons recognition based on features extracted from the FCGS representation. | Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri |
| 2017 | ATSIP | Identification of microsatellites in DNA sequence based on S-transform. | Soumaya Zribi, Imen Messaoudi, Afef Elloumi Oueslati, Zied Lachiri |
| 2016 | ATSIP | Image segmentation based thresholding technique: Application to DNA sequence scalograms. | Mael Salah Jrad, Afef Elloumi Oueslati, Zied Lachiri |
| 2016 | ATSIP | Nucleosome location method based on morlet wavelet analysis scalograms investigation. | Rabeb Touati, Imen Massaoudi, Afef Elloumi Oueslati, Zied Lachiri, Noureddine Ellouze |
| 2016 | ATSIP | Tandem repeat search tools performance for the Arabidopsis thaliana genome. | Soumaya Zribi, Afef Elloumi Oueslati, Zied Lachiri |
| 2014 | ATSIP | ECG image representation of normal sinus rythm. | Kawther Soualhi, Afef Elloumi Oueslati, Noureddine Ellouze |
| 2007 | BIBE | 3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. | Afef Elloumi Oueslati, Noureddine Ellouze, Zied Lachiri |