Search Results - "Ferjaoui, Radhia"

Machine learning for evolutive lymphoma and residual masses recognition in whole body diffusion weighted magnetic resonance images by Ferjaoui, Radhia, Cherni, Mohamed Ali, Boujnah, Sana, Kraiem, Nour El Houda, Kraiem, Tarek

“…•The complementarity of the functional and anatomical criteria of DW-MR images through a fusion step based on DWT.•Automatic segmentation of the lesions, their…”
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A Novel Deep Neural Network Model using Resnet50-BiLSTM for Biometric Ear Recognition in Degraded Conditions by Boujnah, Sana, Ferjaoui, Radhia, Khalifa, Anouar Ben

“…Human identification systems that rely on biometrics are highly sought after as security and privacy concerns continue to rise. The ear biometric, being…”
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A Deep GRU-BiLSTM Network for Multi-modal Emotion Recognition from Text by Yacoubi, Ibtissem, Ferjaoui, Radhia, Khalifa, Anouar Ben

“…The recognition of emotions from text has become an indispensable asset in the realm of Natural Language Processing, and numerous approaches have been proposed…”
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A Deep CNN-BiGRU model for Lymphoma and Residual Masses Recognition by Ferjaoui, Radhia, Boujnah, Sana, Khalifa, Anouar Ben

“…Medical science has been revolutionised by advances in deep learning, particularly in the detection and treatment of disease, particularly in the field of…”
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A Novel Handcrafted Features and Deep BiLSTM Neural Network for Lymphoma Recognition by Ferjaoui, Radhia, Boujnah, Sana, Khalifa, Anouar Ben

“…The human lymphatic system is commonly affected by two primary forms of lymphoma disease: Hodgkin lymphoma and non-Hodgkin lymphoma. The second type, in…”
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Person Identification with Voice and Ear-print in Degraded Conditions for Smart Home Access by Boujnah, Sana, Ferjaoui, Radhia, Khalifa, Anouar Ben

“…Since the smartphone is adapted to the ambient intelligence and the smart home systems are remotely accessed through the smartphones, there is a need for a…”
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Hybrid approach for speaker recognition based on formant and pitch extraction by Boujnah, Sana, Ferjaoui, Radhia, Khalifa, Anouar Ben

“…Human voice is an ideal data source for identifying people in many applications. Because of the increasing need for security in different public places, voice…”
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Deep Residual Learning based on ResNet50 for COVID-19 Recognition in Lung CT Images by Ferjaoui, Radhia, Cherni, Mohamed Ali, Abidi, Fathia, Zidi, Asma

“…With the start of 2020, the world witnessed the spread of Coronavirus disease (COVID-19). We aim in this work to employ artificial intelligence (AI) to develop…”
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A Novel Public Database of Lymphoma for Whole Body Diffusion-Weighted MRI by Ferjaoui, Radhia, Boujnah, Sana, Kraiem, Nour El Houda, Kraiem, Tarek, Khalifa, Anouar Ben

“…Lymphoma affects the human lymphatic system, it has become one of the leading causes of patient deaths. Hence, accurate diagnosis is essential to help doctors…”
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Lymphoma Lesions Detection from Whole Body Diffusion-Weighted Magnetic Resonance Images by Ferjaoui, Radhia, Cherni, Mohamed Ali, El Houda Kraiem, Nour, Kraiem, Tarek

“…Detecting lymphoma lesions in the whole body is tedious and so much time consuming. In this paper, we propose a semi-automatic lymphoma lesion detection based…”
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