Ashraf Mohamed

16 papers A 1Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Leveraging-Induced Polarization for Drug Discovery: Efficient IC50 Prediction Using Minimal Features.
J. Chem. Inf. Model.
Ashraf Mohamed, Bernard R. Brooks, Muhamed Amin
2023 J jnl
A survey and taxonomy of loss functions in machine learning.
CoRR
Lorenzo Ciampiconi, Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
2023 J jnl
Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models.
Entropy
Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
2022 J jnl
Maximum entropy exploration in contextual bandits with neural networks and energy based models.
CoRR
Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
2013 — conf
Online agglomerative hierarchical clustering of neural fiber tracts.
EMBC
Ali Demir, Ashraf Mohamed, Hasan Ertan Çetingül
2012 — conf
A system for saccular intracranial aneurysm analysis and virtual stent planning.
Image-Guided Procedures
Sajjad Baloch, Sandra Sudarsky, Ying Zhu, Ashraf Mohamed, Bernhard Geiger, Komal Dutta, Durga Namburu, Puthenveettil Nias, Gary Martucci, Thomas Redel
2010 — conf
Computer-aided planning for endovascular treatment of intracranial aneurysms (CAPETA).
Image-Guided Procedures
Ashraf Mohamed, Eleni Sgouritsa, Hesham Morsi, Hashem Shaltoni, Michel E. Mawad, Ioannis A. Kakadiaris
2010 — conf
Neck localization and geometry quantification of intracranial aneurysms.
ISBI
Eleni Sgouritsa, Ashraf Mohamed, Hesham Morsi, Hashem Shaltoni, Michel E. Mawad, Ioannis A. Kakadiaris
2006 J jnl
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation.
Medical Image Anal.
Ashraf Mohamed, Evangelia I. Zacharaki, Dinggang Shen, Christos Davatzikos
2006 — conf
Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning.
ISBI
Evangelia I. Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos
2005 — conf
Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation.
MICCAI (2)
Ashraf Mohamed, Dinggang Shen, Christos Davatzikos
2005 A conf
Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images.
MICCAI
Ashraf Mohamed, Christos Davatzikos
2004 — conf
Finite Element Mesh Generation and Remeshing from Segmented Medical Images.
ISBI
Ashraf Mohamed, Christos Davatzikos
2004 — conf
Shape Representation via Best Orthogonal Basis Selection.
MICCAI (1)
Ashraf Mohamed, Christos Davatzikos
2002 — conf
A Combined Statistical and Biomechanical Model for Estimation of Intra-operative Prostate Deformation.
MICCAI (2)
Ashraf Mohamed, Christos Davatzikos, Russell H. Taylor
2001 J jnl
A Framework for Predictive Modeling of Anatomical Deformations.
IEEE Trans. Medical Imaging
Christos Davatzikos, Dinggang Shen, Ashraf Mohamed, Stelios K. Kyriacou