A multi-sequence MRI integration framework using SwinUNETR-v2 for multiple sclerosis lesion segmentation.

Maryam N. Al-Berry https://orcid.org/0000-0001-7424-5869

Rezq Muhammed Thabet Howida A. Shedeed Maryam N. Al-Berry Dina Khattab A multi-sequence MRI integration framework using SwinUNETR-v2 for multiple sclerosis lesion segmentation. 2026 December 195 26 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-026-03551-9 db/journals/midm/midm26.html#ThabetSAK26 streams/journals/midm

Rezq Muhammed Thabet Howida A. Shedeed Maryam N. Al-Berry Dina Reda Khattab Multiple sclerosis classification and segmentation in neuroimaging MRI using different machine and deep learning techniques: a review. 255 2025 August 58 Artif. Intell. Rev. 8 https://doi.org/10.1007/s10462-025-11143-8 db/journals/air/air58.html#ThabetSAK25 streams/journals/air

Hosam S. El-Assiouti Hadeer El-Saadawy Maryam N. Al-Berry Mohamed F. Tolba 0001 CTRL-F: Pairing convolution with transformer for image classification via multi-level feature cross-attention and representation learning fusion. 111076 2025 156 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111076 db/journals/eaai/eaai156.html#ElAssioutiEAT25 streams/journals/eaai

Moshira S. Ghaleb Maryam N. Al-Berry Hala Mousher Ebied Mohamed F. Tolba 0001 Ovarian Cancer Proteome Analysis and Biomarker Discovery Using Machine Learning. 13-22 2024 AISI (1) https://doi.org/10.1007/978-3-031-77299-3_2 conf/aisi/2024-1 db/conf/aisi/aisi2024-1.html#GhalebAE024 Moshira S. Ghaleb Maryam N. Al-Berry Hala Mousher Ebied Mohamed F. Tolba 0001 Lung Cancer Stages Classification Based on Differential Gene Expression and Deep Learning. 42-52 2024 AISI (2) https://doi.org/10.1007/978-3-031-71619-5_5 conf/aisi/2024-2 db/conf/aisi/aisi2024-2.html#GhalebAE024a Rezq Muhammed Thabet Dina Reda Khattab Howida A. Shedeed Maryam N. Al-Berry The Effects of Diverse Brain MRI Modalities on Multiple Sclerosis Lesions Segmentation: Comprehensive Analysis. 571-576 2024 NILES https://doi.org/10.1109/NILES63360.2024.10753212 conf/niles/2024 db/conf/niles/niles2024.html#ThabetKSA24 streams/conf/niles

Hosam S. El-Assiouti Hadeer El-Saadawy Maryam N. Al-Berry Mohamed F. Tolba 0001 CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion. 2024 abs/2407.06673 CoRR https://doi.org/10.48550/arXiv.2407.06673 db/journals/corr/corr2407.html#abs-2407-06673 streams/journals/corr

Hosam S. El-Assiouti Hadeer El-Saadawy Maryam N. Al-Berry Mohamed F. Tolba 0001 Lite-SRGAN and Lite-UNet: Toward Fast and Accurate Image Super-Resolution, Segmentation, and Localization for Plant Leaf Diseases. 67498-67517 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3289750 db/journals/access/access11.html#ElAssioutiEAT23

Mayar A. Shafaey Farid Melgani Mohammed A.-M. Salem Maryam N. Al-Berry Hala Mousher Ebeid El-Sayed A. El-Dahshan Mohamed F. Tolba 0001 Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks. 133174-133185 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3231579 db/journals/access/access10.html#ShafaeyMSAEET22

Youssif Mohamed Mostafa Maryam N. Al-Berry Howida A. Shedeed Mohamed Fahmy Tolba Data Driven 3D Reconstruction from 2D Images: A Review. 812-823 2022 AISI https://doi.org/10.1007/978-3-031-20601-6_67 conf/aisi/2022 db/conf/aisi/aisi2022.html#MostafaAST22 Mayar A. Shafaey Mohammed A.-M. Salem Maryam N. Al-Berry Hala Mousher Ebied Mohamed F. Tolba 0001 Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification. 66-74 2021 AICV https://doi.org/10.1007/978-3-030-76346-6_7 conf/aicv2/2021 db/conf/aicv2/aicv2021.html#ShafaeySAE021 Mohamed Ali 0003 Maryam N. Al-Berry Zaki Taha Convolutional Autoencoder for Anomaly Detection in Crowded Scenes. 626-633 2021 AICV https://doi.org/10.1007/978-3-030-76346-6_55 conf/aicv2/2021 db/conf/aicv2/aicv2021.html#AliAT21 Mayar A. Shafaey Mohammed A.-M. Salem Maryam N. Al-Berry Hala Mousher Ebied El-Sayed A. El-Dahshan Mohamed F. Tolba 0001 Hyperspectral Image Classification Using Deep Learning Technique. 334-342 2020 AICV https://doi.org/10.1007/978-3-030-44289-7_31 conf/aicv2/2020 db/conf/aicv2/aicv2020.html#ShafaeySAEET20 Mayar A. Shafaey Mohammed A.-M. Salem Maryam N. Al-Berry Hala M. Ebeid Mohamed F. Tolba 0001 Remote Sensing Image Classification Based on Convolutional Neural Networks. 353-361 2020 AICV https://doi.org/10.1007/978-3-030-44289-7_33 conf/aicv2/2020 db/conf/aicv2/aicv2020.html#ShafaeySAET20 Alaa H. ElSaadawy Ahmed S. ELSayed Maryam N. Al-Berry Mohamed Roushdy 0001 Reversible Watermarking for Protecting Patient's Data Privacy Using an EPR-Generated QR Code. 750-761 2020 AICV https://doi.org/10.1007/978-3-030-44289-7_70 conf/aicv2/2020 db/conf/aicv2/aicv2020.html#ElSaadawyEAR20 Alaa H. ElSaadawy Ahmed S. ELSayed Maryam N. Al-Berry Mohamed Roushdy 0001 Protection of Patients' Data Privacy by Tamper Detection and Localization in Watermarked Medical Images. 358-369 2020 AISI https://doi.org/10.1007/978-3-030-58669-0_33 conf/aisi/2020 db/conf/aisi/aisi2020.html#ElSaadawyEAR20 Mayar A. Shafaey Mohammed A.-M. Salem Hala Mousher Ebied Maryam N. Al-Berry Mohamed F. Tolba 0001 Deep Learning for Satellite Image Classification. 383-391 2018 AISI https://doi.org/10.1007/978-3-319-99010-1_35 https://www.wikidata.org/entity/Q58216939 conf/aisi/2018 db/conf/aisi/aisi2018.html#ShafaeySEAT18

Maryam N. Al-Berry Mohammed A.-M. Salem Hala M. Ebeid Ashraf S. Hussein Mohamed F. Tolba 0001 Fusing directional wavelet local binary pattern and moments for human action recognition. 153-162 2016 10 IET Comput. Vis. 2 https://doi.org/10.1049/iet-cvi.2015.0087 db/journals/iet-cvi/iet-cvi10.html#Al-BerrySEHT16

Maryam N. Al-Berry Mohammed A.-M. Salem Hala M. Ebeid Ashraf Saad Hussein Mohamed F. Tolba 0001 Action Classification Using Weighted Directional Wavelet LBP Histograms. 15-24 2015 AISI https://doi.org/10.1007/978-3-319-26690-9_2 conf/aisi/2015 db/conf/aisi/aisi2015.html#Al-BerrySEHT15 Maryam N. Al-Berry Mohammed A.-M. Salem Hala Mousher Ebied Ashraf S. Hussein Mohamed Fahmy Tolba Directional Stationary Wavelet-Based Representation for Human Action Classification. 309-320 2014 AMLTA https://doi.org/10.1007/978-3-319-13461-1_30 conf/amlta/2014 db/conf/amlta/amlta2014.html#Al-BerrySEHT14 Maryam N. Al-Berry Hala Mousher Ebied Ashraf Saad Hussein Mohamed Fahmy Tolba Human action recognition via multi-scale 3D stationary wavelet analysis. 254-259 2014 HIS https://doi.org/10.1109/HIS.2014.7086208 conf/his/2014 db/conf/his/his2014.html#Al-BerryEHT14 Maryam N. Al-Berry Mohammed Abdel-Megeed Salem Hala Mousher Ebied Ashraf Saad Hussein Mohamed F. Tolba 0001 Action Recognition Using Stationary Wavelet-Based Motion Images. 743-753 2014 IEEE Conf. on Intelligent Systems (2) https://doi.org/10.1007/978-3-319-11310-4_65 conf/is/2014-2 db/conf/is/is2014-2.html#Al-BerrySEHT14 Mohamed Ali 0003 Hala Mousher EbeidHala M. EbeidHala Mousher Ebied Hosam S. El-Assiouti El-Sayed A. El-Dahshan Hadeer El-Saadawy Alaa H. ElSaadawy Ahmed S. ELSayed Zaki Taha FayedZaki Taha Moshira S. Ghaleb Ashraf S. HusseinAshraf Saad Hussein Dina Khattab Dina Reda Khattab Farid Melgani Youssif Mohamed Mostafa Mohamed Ismail RoushdyMohamed Roushdy 0001 Mohammed A.-M. SalemMohammed Abdel-Megeed Salem Mayar A. Shafaey Howida A. Shedeed Rezq Muhammed Thabet Mohamed F. Tolba 0001Mohamed Fahmy Tolba