Zobrazeno 1 - 10 of 24 pro vyhledávání: '"Afef Mdhaffar"'
1
Akademický článek
Leveraging Statistical Shape Priors in GAN-Based ECG Synthesis
Autor: Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
Publikováno v: IEEE Access, Vol 12, Pp 36002-36015 (2024)
Electrocardiogram (ECG) data collection during emergency situations is challenging, making ECG data generation an efficient solution for dealing with highly imbalanced ECG training datasets. In this paper, we propose a novel approach for ECG signal g
Externí odkaz: https://doaj.org/article/6921e872992b4ea59bca18e32aafeb4a
Zobrazit plný text záznamu
5
A Systematic Literature Review on Insect Detection in Images
Autor: Lotfi Souifi, Afef Mdhaffar, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Bernd Freisleben
Publikováno v: Signal, Image Processing and Embedded Systems Trends.
Due to the advancements of deep learning (DL), particularly in the areas of visual object detection and convolutional neural networks (CNN), insect detecetion in images has received a lot of attention from the research community in the last few years
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cf0de2c7c3e2f46269c54e6d5b2c9d5c
https://doi.org/10.5121/csit.2022.122003
Zobrazit plný text záznamu
7
Q-Rank: Reinforcement Learning for Recommending Algorithms to Predict Drug Sensitivity to Cancer Therapy
Autor: Afef Mdhaffar, Salma Daoud, Mohamed Jmaiel, Bernd Freisleben
Publikováno v: IEEE Journal of Biomedical and Health Informatics. 24:3154-3161
In personalized medicine, a challenging task is to identify the most effective treatment for a patient. In oncology, several computational models have been developed to predict the response of drugs to therapy. However, the performance of these model
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::722f937251d686a84a74294a8cb680fe
https://doi.org/10.1109/jbhi.2020.3004663
Zobrazit plný text záznamu
9
A Software Architecture for Developing Disease Registries
Autor: Mohamed Jmaiel, Sondes Mseddi, Hajer Aloulou, Bernd Freisleben, Mongia Hachicha, Hatem Bellaaj, Moez Elloumi, Afef Mdhaffar
Publikováno v: Advanced Methods for Human Biometrics ISBN: 9783030819811
This paper proposes a novel software architecture for developing disease registries. Our proposal consists of five horizontal layers and two transversal layers. It takes into account several aspects of disease registries, such as various sources of d
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::510b6fa3c49aebffb7bb97e44f66d583
https://doi.org/10.1007/978-3-030-81982-8_10
Zobrazit plný text záznamu
10
A Convolutional Gated Recurrent Neural Network for Epileptic Seizure Prediction
Autor: Afef Mdhaffar, Mohamed Jmaiel, Chahnez Triki, Bernd Freisleben, Abir Affes
Publikováno v: How AI Impacts Urban Living and Public Health ISBN: 9783030327842
ICOST
In this paper, we present a convolutional gated recurrent neural network (CGRNN) to predict epileptic seizures based on features extracted from EEG data that represent the temporal aspect and the frequency aspect of the signal. Using a dataset collec
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::827a8e28bf3a071ca83e75c9e08ea459
https://doi.org/10.1007/978-3-030-32785-9_8
Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání

Omezení vyhledávání
Plný text Recenzováno Digitální knihovna AV ČR
Zdroje