A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19

Authors: Balaha, Hossam Magdy, Elgendy, Mayada, Alksas, Ahmed, Shehata, Mohamed, Alghamdi, Norah Saleh, Taher, Fatma, Ghazal, Mohammed, Ghoneim, Mahitab, Hamed, Eslam, Sherif, Fatma, Elgarayhi, Ahmed, Sallah, Mohammed, Salem, Mohamed Abdelbadie, Kamal, Elsharawy, Sandhu, Harpal, El-Baz, Ayman

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-4 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Diabetic Retinopathy Detection Using 3D OCT Features

Authors: Sharafeldeen, Ahmed, Elgafi, Mahmoud, Elnakib, Ahmed, Mahmoud, Ali, Elgarayhi, Ahmed, Alghamdi, Norah S., Sallah, Mohammed, El-Baz, Ayman

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-4 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Searching for an optimum burnable absorber for managing the reactivity of the supercritical water reactor (SCWR) from the neutronic point of view

Authors: Mohamed, Ali A. ^a, Elgarayhi, Ahmed ^a, Galahom, A. Abdelghafar ^{b, ⁎}, Sallah, Mohammed ^c

Source: In Nuclear Engineering and Technology July 2025 57(7)

Leveraging feature fusion network for automated classification of thyroid tumors from ultrasound medical scans

Authors: Al Khamsan, Hassan S. ^a, Sallah, Mohammed ^a, Khouqeer, Ghada A. ^{b, ⁎}, Alhuiti, Ahlam A. ^b, Medhat, Tamer ^c, Elgarayhi, Ahmed ^a, Shalaby, Rizk M. ^a

Source: In Journal of Radiation Research and Applied Sciences June 2025 18(2)

Enhanced detection of female breast cancer from digital mammography employing transfer deep learning neural networks

Authors: Al Mansour, Tareg M. ^a, Sallah, Mohammed ^b, Rusu-Both, Roxana ^{c, ⁎}, Khouqeer, Ghada A. ^d, Medhat, Tamer ^e, Elgarayhi, Ahmed ^a, Abdelrazek, Elmetwally M. ^a

Source: In Journal of Radiation Research and Applied Sciences June 2025 18(2)

Enhanced automatic diagnosis of cecum colorectal cancer using novel artificial neural network on abdominal CT radiological scans

Authors: AlSulaiman, Ibrahim A. ^{a, ⁎}, Sallah, Mohammed ^b, Khouqeer, Ghada A. ^c, Rusu-Both, Roxana ^d, Abdelrazek, Elmetwally M. ^a, Elgarayhi, Ahmed ^a

Source: In Journal of Radiation Research and Applied Sciences June 2025 18(2)

Efficient liver segmentation with 3D CNN using computed tomography scans

Authors: Humady, Khaled, Al-Saeed, Yasmeen, Eladawi, Nabila, Elgarayhi, Ahmed, Elmogy, Mohammed, Sallah, Mohammed

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2208.13271

Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network

Authors: Khikani, Hayder A., Elazab, Naira, Elgarayhi, Ahmed, Elmogy, Mohammed, Sallah, Mohammed

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2208.00594

An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans

Authors: Hashem, Hussein, Alsakar, Yasmin, Elgarayhi, Ahmed, Elmogy, Mohammed, Sallah, Mohammed

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2208.00583

Advancing multiple sclerosis diagnosis through an innovative hybrid AI framework incorporating Multi-view ResNet and quantum RIME-inspired metaheuristics

Authors: Khattap, Mohamed G. ^{a, b}, Sallah, Mohammed ^c, Dahou, Abdelghani ^{d, e, f}, Elaziz, Mohamed Abd ^{g, h, i}, Elgarayhi, Ahmed ^b, Aseeri, Ahmad O. ^{j, ⁎}, Forestiero, Agostino ^k, Mohamed Ali Hassan, Hend Galal Eldeen ^{l, a}

Source: In Ain Shams Engineering Journal February 2025 16(2)

Comparison of two different VMAT radiotherapy TPSs for pancreatic cancer using flattening filter free photon beam energy

Authors: AbuEmira, Mahmoud H., ElShahat, Khaled, Khouqeer, Ghada A., ElSheikh, Rehab, Al Alhindi, Bandar S., AlQarni, Abdullah A., Elgarayhi, Ahmed, Sallah, Mohammed

Source: In Journal of Radiation Research and Applied Sciences December 2024 17(4)

Impact of advanced magnetic resonance imaging techniques on the precise diagnosis of multiple sclerosis

Authors: Sobhy, Mohammed ^a, Khouqeer, Ghada A. ^b, Khalifa, Ahmad ^c, Alhuiti, Ahlam A. ^b, Al Alhindi, Bandar S. ^d, El-Basyouny, Salim T. ^a, Elgarayhi, Ahmed ^a, Sallah, Mohammed ^{e, ⁎}

Source: In Journal of Radiation Research and Applied Sciences September 2024 17(3)

A non-invasive AI-based system for precise grading of anosmia in COVID-19 using neuroimaging

Authors: Balaha, Hossam Magdy ^{a, ⁎}, Elgendy, Mayada ^b, Alksas, Ahmed ^a, Shehata, Mohamed ^a, Alghamdi, Norah Saleh ^c, Taher, Fatma ^d, Ghazal, Mohammed ^e, Ghoneim, Mahitab ^f, Abdou, Eslam Hamed ^g, Sherif, Fatma ^f, Elgarayhi, Ahmed ^b, Sallah, Mohammed ^{b, h}, Abdelbadie Salem, Mohamed ^g, Kamal, Elsharawy ^g, Sandhu, Harpal ⁱ, El-Baz, Ayman ^{a, ⁎}

Source: In Heliyon 30 June 2024 10(12)

Reducing effective radiation dose with improved image quality of abdominal computed tomography scans for overweight patients

Authors: Aljweber, Hayder A., Mamoun, Eslam, Khouqeer, Ghada A., Elgarayhi, Ahmed, Sallah, Mohammed

Source: In Journal of Radiation Research and Applied Sciences June 2024 17(2)

Bone scintigraphy based on deep learning model and modified growth optimizer.

Authors: Magdy, Omnia, Elaziz, Mohamed Abd, Dahou, Abdelghani, Ewees, Ahmed A., Elgarayhi, Ahmed, Sallah, Mohammed

Source: Scientific Reports; 10/27/2024, Vol. 14 Issue 1, p1-17, 17p

Subject Terms: RADIONUCLIDE imaging, OPTIMIZATION algorithms, PHYSICIANS, TRANSFORMER models, NUCLEAR medicine

AI-based model for automatic identification of multiple sclerosis based on enhanced sea-horse optimizer and MRI scans.

Authors: Khattap, Mohamed G., Abd Elaziz, Mohamed, Hassan, Hend Galal Eldeen Mohamed Ali, Elgarayhi, Ahmed, Sallah, Mohammed

Source: Scientific Reports; 5/27/2024, Vol. 14 Issue 1, p1-26, 26p

Cardiac Fibrosis Automated Diagnosis Based on FibrosisNet Network Using CMR Ischemic Cardiomyopathy.

Authors: Bekheet, Mohamed, Sallah, Mohammed, Alghamdi, Norah S., Rusu-Both, Roxana, Elgarayhi, Ahmed, Elmogy, Mohammed

Source: Diagnostics (2075-4418); Feb2024, Vol. 14 Issue 3, p255, 18p

Subject Terms: HEART fibrosis, CONVOLUTIONAL neural networks, CARDIAC magnetic resonance imaging, CORONARY disease, CARDIOMYOPATHIES

Bone metastasis detection method based on improving golden jackal optimization using whale optimization algorithm.

Authors: Magdy, Omnia, Abd Elaziz, Mohamed, Elgarayhi, Ahmed, Ewees, Ahmed A., Sallah, Mohammed

Source: Scientific Reports; 11/18/2023, Vol. 13 Issue 1, p1-18, 18p

Subject Terms: METAHEURISTIC algorithms, BONE metastasis, SCINTILLATION cameras, RADIONUCLIDE imaging, FEATURE extraction, FEATURE selection

Early Melanoma Detection Based on a Hybrid YOLOv5 and ResNet Technique.

Authors: Elshahawy, Manar, Elnemr, Ahmed, Oproescu, Mihai, Schiopu, Adriana-Gabriela, Elgarayhi, Ahmed, Elmogy, Mohammed M., Sallah, Mohammed

Source: Diagnostics (2075-4418); Sep2023, Vol. 13 Issue 17, p2804, 18p

Subject Terms: SKIN cancer, MELANOMA, HUMAN skin color, MELANOCYTES, MELANINS

Refined Automatic Brain Tumor Classification Using Hybrid Convolutional Neural Networks for MRI Scans.

Authors: AlTahhan, Fatma E., Khouqeer, Ghada A., Saadi, Sarmad, Elgarayhi, Ahmed, Sallah, Mohammed

Source: Diagnostics (2075-4418); Mar2023, Vol. 13 Issue 5, p864, 16p

Subject Terms: BRAIN tumors, CONVOLUTIONAL neural networks, TUMOR classification, CONTRAST-enhanced magnetic resonance imaging, MAGNETIC resonance imaging, PITUITARY tumors