Nouha Farhat

According to our database, Nouha Farhat authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Early Parkinson's disease detection from offline hand-drawing based on SqueezeNet and TinySiamese network.

Mohammed F. Allebawi, Thameur Dhieb, Islem Jarraya, Mohamed Neji, Nouha Farhat, Khadija Moalla, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi

Multim. Tools Appl., April, 2026

Hand-Drawn Image (HDI) dataset: Deep approach for essential tremor recognition.

Thiheebah Alwaer, Islem Jarraya, Thameur Dhieb, Mohamed Neji, Nouha Farhat, Sirine Sellami, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi

Multim. Tools Appl., March, 2026

2025

Vision transformers (ViT) and deep convolutional neural network (D-CNN)-based models for MRI brain primary tumors images multi-classification supported by explainable artificial intelligence (XAI).

Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri

Vis. Comput., March, 2025

Deep Learning for Discriminating Essential Tremor from Parkinson's Disease via Handwriting Analysis.

Mohamed Azlouk, Thameur Dhieb, Islem Jarraya, Mohamed Neji, Nouha Farhat, Sirine Sellami, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi

Proceedings of the 22nd IEEE/ACS International Conference on Computer Systems and Applications, 2025

2024

online-offline Iraquian hand-drawing dataset for early Parkinson's disease detection.

Mohammed F. Allebawi, Thameur Dhieb, Mohamed Neji, Nouha Farhat, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Adel M. Alimi

Dataset, April, 2024

Parkinson's Disease Detection From Online Handwriting Based on Beta-Elliptical Approach and Fuzzy Perceptual Detector.

Mohammed F. Allebawi, Thameur Dhieb, Mohamed Neji, Nouha Farhat, Emna Smaoui, Tarek M. Hamdani, Mariem Dammak, Chokri Mhiri, Bilel Neji, Taha Beyrouthy, Adel M. Alimi

IEEE Access, 2024

A Hybrid Approach Using 2D CNN and Attention-Based LSTM for Parkinson's Disease Detection from Video.

Emna Krichene, Islem Jarraya, Thameur Dhieb, Zohra Mahfouf, Mohamed Neji, Nouha Farhat, Emna Smaoui, Tarek M. Hamdani, Mariem Damak, Chokri Mhiri, Habib Chabchoub, Khmaies Ouahada, Adel M. Alimi

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

2023

Deep Transfer Learning (DTL) Based-Framework for an Accurate Multi-classification of MRI Brain Tumors.

Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri

Proceedings of the International Conference on Cyberworlds, 2023

A new online Arabic handwriting dataset for analyzing Parkinson's disease.

Mohammed F. Allebawi, Thameur Dhieb, Islem Jarraya, Mohamed Neji, Nouha Farhat, Emna Smaoui, Khadija Moalla, Mariem Dammak, Tarek M. Hamdani, Chokri Mhiri, Adel M. Alimi

Proceedings of the International Conference on Cyberworlds, 2023