Ahmed Serag

27 papers C 1Journal 11Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
3D Vision-Language Models with Segmentation-Guided Multimodal Data for Spinal MRI Report Generation.
ELAMI@MICCAI
Hoda Helmy, Abdullah Hosseini, Ahmed Ibrahim, Asfand Baig-Mirza, Ahmed-Ramadan Sadek, Ahmed Serag
2025 — conf
Beyond Broad Applications: Can Pathology Foundation Models Adapt to Hematopathology?
MedAGI
Chaima Ben Rabah, Ahmed Serag
2025 — conf
From Slices to Volumes: Multi-scale Fusion of 2D and 3D Features for CT Scan Report Generation.
MICCAI (6)
Abdullah Hosseini, Ahmed Ibrahim, Ahmed Serag
2025 J jnl
Leveraging large language models to predict unplanned ICU readmissions from electronic health records.
Nat. Lang. Process. J.
Hoda Helmy, Ahmed Ibrahim, Maryam Arabi, Aamenah Sattar, Ahmed Serag
2025 J jnl
MERA: Medical Electronic Records Assistant.
Mach. Learn. Knowl. Extr.
Ahmed Ibrahim, Abdullah Khalili, Maryam Arabi, Aamenah Sattar, Abdullah Hosseini, Ahmed Serag
2025 J jnl
Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images.
IEEE Access
Abdullah Hosseini, Ahmed Serag
2024 J jnl
Is synthetic data generation effective in maintaining clinical biomarkers? Investigating diffusion models across diverse imaging modalities.
Frontiers Artif. Intell.
Abdullah Hosseini, Ahmed Serag
2024 — conf
Optimizing ICU Readmission Prediction: A Comparative Evaluation of AI Tools.
AMAI@MICCAI
Hoda Helmy, Chaima Ben Rabah, Nada Ali, Ahmed Ibrahim, Abdullah Hoseiny, Ahmed Serag
2019 J jnl
Early breast milk exposure modifies brain connectivity in preterm infants.
NeuroImage
Manuel Blesa Cabez, Gemma Sullivan, Devasuda Anblagan, Emma J. Telford, Alan J. Quigley, Sarah A. Sparrow, Ahmed Serag, Scott I. Semple, Mark E. Bastin, James P. Boardman
2017 J jnl
SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests.
Frontiers Neuroinformatics
Ahmed Serag, Alastair G. Wilkinson, Emma J. Telford, Rozalia Pataky, Sarah A. Sparrow, Devasuda Anblagan, Gillian Macnaught, Scott Semple, James P. Boardman
2016 — conf
A sparsity-based atlas selection technique for multiple-atlas segmentation: Application to neonatal brain labeling.
SIU
Ahmed Serag, James P. Boardman, Alastair Graham Wilkinson, Gillian Macnaught, Scott Semple
2016 — conf
Automatic fetal brain localization in 3T MR images using Histograms of Oriented 3D Gradients.
SIU
Ahmed Serag, James P. Boardman, Rebecca M. Reynolds, Fiona C. Denison, Gillian Macnaught, Scott Semple
2015 — conf
Robust motion correction and outlier rejection of in vivo functional MR images of the fetal brain and placenta during maternal hyperoxia.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Wonsang You, Ahmed Serag, Iordanis E. Evangelou, Nickie Andescavage, Catherine Limperopoulos
2014 J jnl
Automatic Whole Brain MRI Segmentation of the Developing Neonatal Brain.
IEEE Trans. Medical Imaging
Antonios Makropoulos, Ioannis S. Gousias, Christian Ledig, Paul Aljabar, Ahmed Serag, Joseph V. Hajnal, A. David Edwards, Serena J. Counsell, Daniel Rueckert
2014 — conf
Optimized methodology for neonatal diffusion tensor imaging processing and study-specific template construction.
EMBC
Iordanis E. Evangelou, Ahmed Serag, Marine Bouyssi-Kobar, Adré J. du Plessis, Catherine Limperopoulos
2014 J jnl
Retinal blood vessels extraction using probabilistic modelling.
Health Inf. Sci. Syst.
Djibril Kaba, Chuang Wang, Yongmin Li, Ana G. Salazar-Gonzalez, Xiaohui Liu, Ahmed Serag
2013 C conf
Segmentation of Retinal Blood Vessels Using Gaussian Mixture Models and Expectation Maximisation.
HIS
Djibril Kaba, Ana G. Salazar-Gonzalez, Yongmin Li, Xiaohui Liu, Ahmed Serag
2013 — —
Spatio-temporal modeling and analysis of brain development.
Ahmed Serag
2012 J jnl
Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression.
NeuroImage
Ahmed Serag, Paul Aljabar, Gareth Ball, Serena J. Counsell, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert
2012 J jnl
Erratum to Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression [NeuroImage 59/3(2012) 2255-2265].
NeuroImage
Ahmed Serag, Paul Aljabar, Gareth Ball, Serena J. Counsell, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert
2012 — conf
LISA: Longitudinal image registration via spatio-temporal atlases.
ISBI
Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert
2012 — conf
Unsupervised Learning of Shape Complexity: Application to Brain Development.
STIA
Ahmed Serag, Ioannis S. Gousias, Antonios Makropoulos, Paul Aljabar, Joseph V. Hajnal, James P. Boardman, Serena J. Counsell, Daniel Rueckert
2011 — conf
A Four-dimensional Atlas of Neonatal Brain MRI.
MIUA
Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert
2011 J jnl
A dynamic 4D probabilistic atlas of the developing brain.
NeuroImage
Maria Kuklisova-Murgasova, Paul Aljabar, Latha Srinivasan, Serena J. Counsell, Valentina Doria, Ahmed Serag, Ioannis S. Gousias, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert
2011 — conf
Construction of a 4D atlas of the developing brain using non-rigid registration.
ISBI
Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert
2011 — conf
Tracking developmental changes in subcortical structures of the preterm brain using multi-modal MRI.
ISBI
Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert
2009 — conf
Optimal feature selection for automated classification of FDG-PET in patients with suspected dementia.
Computer-Aided Diagnosis
Ahmed Serag, Fabian Wenzel, Frank Thiele, Ralph Buchert, Stewart Young