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Menwa Alshammeri on Muck Rack

Menwa Alshammeri

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Articles

Blockchain-enabled intelligent model for energy-constrained IoMT networks with privacy-preserving

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By Menwa Alshammeri, Khalid Haseeb, Mamoona Humayun, Mona Saleh Alzahrani
| Nature Verified
Abstract The Internet of Medical Things (IoMT), with the integration of physical objects, is widely explored to advance healthcare applications, enabling real-time monitoring and diagnosis of patient conditions. These systems collaborate with biosensors, allowing medical experts to track patient records and improve the efficiency of the medical system through responsive, effective systems.
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Advancing Arabic automated essay scoring through cross-encoder BERT models and interpretable explanations

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By Ayman Mohamed Mostafa, Meshrif Alruily, Hisham Allahem, Azzah Allahim, Abdulaziz Shehab, Menwa Alshammeri, Mohammed Alnusayri, Mohamed Ezz
| Nature Verified
Abstract Automated Essay Scoring (AES) in Arabic remains underdeveloped due to the language’s diglossia, rich morphology, and limited annotated resources, reflecting inherent linguistic asymmetry. This study advances Arabic AES by introducing a BERT-based sentence-pair cross-encoder framework that leverages the structural symmetry of bidirectional attention and combines it with an Integrated Gradients (IG) explanation pipeline.
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RAUM-GANs: a multi-layer GAN-enhanced framework for accurate multiple sclerosis lesion segmentation in MRI

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By Ahmed Alsayat, Ayman Mohamed Mostafa, Mahmoud Elmezain, Malak Zayed Alamri, Madallah Alruwaili, Menwa Alshammeri, Mohamed Ezz, Saleh A AlHarbi, Saleh S. Alharbi, Mashail N. Alkhomsan, Elsayed Mostafa
| Flipboard
1 day ago Benjamin Netanyahu said he sent Anthony Albanese a letter warning that the "Australian government's policy was promoting and encouraging antisemitism" in the country four months before the Bondi Beach attack. At least 15 people were killed in an antisemitic terrorist attack after two gunmen opened fire on a crowd celebrating the start of Hanukkah.
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