Search Results - "Zrira, Nabila"

How Can Artificial Intelligence Identify Knee Osteoarthritis from Radiographic Images with Satisfactory Accuracy?: A Literature Review for 2018–2024 by Touahema, Said, Zaimi, Imane, Zrira, Nabila, Ngote, Mohamed Nabil

“…Knee osteoarthritis is a chronic, progressive disease that rapidly progresses to severe stages. Reliable and accurate diagnosis, combined with the…”
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MedKnee: A New Deep Learning-Based Software for Automated Prediction of Radiographic Knee Osteoarthritis by Touahema, Said, Zaimi, Imane, Zrira, Nabila, Ngote, Mohamed Nabil, Doulhousne, Hassan, Aouial, Mohsine

“…In computer-aided medical diagnosis, deep learning techniques have shown that it is possible to offer performance similar to that of experienced medical…”
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STEFF: Spatio-temporal EfficientNet for dynamic texture classification in outdoor scenes by Mouhcine, Kaoutar, Zrira, Nabila, Elafi, Issam, Benmiloud, Ibtissam, Khan, Haris Ahmad

“…In recent years, dynamic texture classification has become an important task for computer vision. This is a challenging task due to the unknown spatial and…”
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Application of Deep Learning Methods in a Moroccan Ophthalmic Center: Analysis and Discussion by Farahat, Zineb, Zrira, Nabila, Souissi, Nissrine, Benamar, Safia, Belmekki, Mohammed, Ngote, Mohamed Nabil, Megdiche, Kawtar

“…Diabetic retinopathy (DR) remains one of the world's frequent eye illnesses, leading to vision loss among working-aged individuals. Hemorrhages and exudates…”
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On the Implementation of a Post-Pandemic Deep Learning Algorithm Based on a Hybrid CT-Scan/X-ray Images Classification Applied to Pneumonia Categories by Moussaid, Abdelghani, Zrira, Nabila, Benmiloud, Ibtissam, Farahat, Zineb, Karmoun, Youssef, Benzidia, Yasmine, Mouline, Soumaya, El Abdi, Bahia, Bourkadi, Jamal Eddine, Ngote, Nabil

“…The identification and characterization of lung diseases is one of the most interesting research topics in recent years. They require accurate and rapid…”
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Time series prediction of sea surface temperature based on BiLSTM model with attention mechanism by Zrira, Nabila, Kamal-Idrissi, Assia, Farssi, Rahma, Khan, Haris Ahmad

“…With the advancement of technology, ocean observation techniques have become increasingly prevalent in estimating marine variables such as Sea Surface…”
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STA-SST: Spatio-temporal time series prediction of Moroccan Sea surface temperature by Elafi, Isam, Zrira, Nabila, Kamal-Idrissi, Assia, Khan, Haris Ahmad, Ettouhami, Aziz

“…Global Sea Surface Temperature (SST) trends have garnered significant attention in several ocean-related domains, including global warming, marine…”
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Diabetic retinopathy screening through artificial intelligence algorithms: A systematic review by Farahat, Zineb, Zrira, Nabila, Souissi, Nissrine, Bennani, Yasmine, Bencherif, Soufiane, Benamar, Safia, Belmekki, Mohammed, Ngote, Mohamed Nabil, Megdiche, Kawtar

“…Diabetic retinopathy (DR) poses a significant challenge in diabetes management, with its progression often asymptomatic until advanced stages. This underscores…”
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Discriminative Deep Belief Network for Indoor Environment Classification Using Global Visual Features by Zrira, Nabila, Khan, Haris Ahmad, Bouyakhf, El Houssine

“…Indoor environment classification, also known as indoor environment recognition, is a highly appreciated perceptual ability in mobile robots. In this paper, we…”
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A fast object recognition and categorization technique for robot grasping using the visual bag of words by Hannat, Mohamed, Zrira, Nabila, Raoui, Younes, Bouyakhf, El Houssine

“…We present in this paper a real-time method for visual categorization to do robot grasping. We describe an object database with SURF feature points which we…”
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DeepRetino: Ophthalmic Disease Classification from Retinal Images using Deep Learning by Zahra Belharar, Fatima, Zrira, Nabila

“…Eye diseases are one of the main causes of visual impairment. Their causes are various: they may be related to the aging process or originate from another…”
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Diabetic Retinopathy Detection Through Retinal Vessel Segmentation Using Swin U-Net Model by Farahat, Zineb, Zrira, Nabila, Souissi, Nissrine, Rahim, Sajid, Rahim, Aqsa, Belmekki, Mohammed, Ngote, Nabil, Megdiche, Kawtar

“…Diabetic Retinopathy (DR) is a common ocular illness that affects people in their working years and can cause vision loss. Blood vessel segmentation is crucial…”
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Insights Into YOLOv9-Based Breast Mass Detection Using Ultrasound Images by Erragzi, Nouhaila, Moussaid, Abdelghani, Zrira, Nabila, Benmiloud, Ibtissam, Sebihi, Rajaa, Ngote, Nabil

“…The most prevalent form of cancer globally is breast cancer, which predominantly impacts women. Early detection ensures successful treatment of breast cancer,…”
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Segmentation and Classification of Dermoscopic Skin Cancer on Green Channel by Abouche, Hind, Jimi, Anwar, Zrira, Nabila, Benmiloud, Ibtissam

“…Melanoma the most dangerous type of skin cancer, has been on the rise in recent years. Hands-on identification of melanoma in its early stages with the unaided…”
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Automated Skin Lesion Segmentation using VGG-UNet by Jimi, Anwar, Abouche, Hind, Zrira, Nabila, Benmiloud, Ibtissam

“…Skin cancer is a serious worldwide health worry with high mortality rates and high grimness. For this reason, to successfully diagnose skin lesions, a…”
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Enhancing Fetal Classification Accuracy through Computer-Aided Impainting Techniques by Zanbouaa, Asmae, Zrira, Nabila, Slimani, Saad, Allak, Anass, Benmiloud, Ibtissam, Bouyakhf, El Houssine

“…To improve fetal classification accuracy, computer aided techniques have been created to assist doctors in classifying various planes of fetal scans, thereby…”
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A Survey on Existing Chatbots for Pregnant Women's Healthcare by Kaneho, Ablavi Ericka Armela, Zrira, Nabila, Bokonda, Patrick Loola, Ouazzani-Touhami, Khadija

“…Pregnancy is a period of curiosity and questioning for many women, especially when it is their first experience. So most expectant mothers are allowed to get…”
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Towards an Improved 3D Reconstruction by the Use of Automatic Bone Segmentation from CT Scan Images by Zaimi, Imane, Zrira, Nabila, Benmiloud, Ibtissam, Marzak, Imad, Megdiche, Kawtar, Ngote, Nabil

“…Osteoarthritis is the most disabling joint disease manifested by the destruction of cartilage, bones, and synovial tissue. As a medical and surgical treatment,…”
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Automatic and Fast Whole Heart Segmentation for 3D Reconstruction by Zrira, Nabila, Benmiloud, Ibtissam, Marzouki, Kamal, Farahat, Zineb, Zaimi, Imane, El Ghali, Btihal, El Midaoui, Omar, Megdiche, Kawtar, Ngote, Nabil

“…Accurate and fast whole cardiac substructures segmentation from Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) is crucial in developing clinical…”
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Outlier and anomalous behavior detection in social networks using constraint programming by El Graoui, El Mehdi, Zrira, Nabila, Mekouar, Soufiana, Benelallam, Imade, Bouyakhf, El Houssine

“…Outlier and anomaly detection are widely used in several fields of study such as social networks, statistics, and knowledge discovery. In social networks, it…”
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