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A. Taha · SciRah

Researcher profile · Semantic Scholar

A. Taha

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A. Taha — researcher profile on SciRah

h-index: 16
Works: 31
Citations: 5,588

Most-cited papers

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool
A. Taha, A. Hanbury
2015BMC Medical Imaging2,962 citations Open access
Semantic Scholar
Metrics Reloaded: Recommendations for image analysis validation
L. Maier-Hein, A. Reinke, Patrick Godau, M. Tizabi +69 more
2022Nature Methods598 citations Open access
Semantic Scholar
Why rankings of biomedical image analysis competitions should be interpreted with care
L. Maier-Hein, M. Eisenmann, A. Reinke, Sinan Onogur +34 more
2018Nature Communications422 citations Open access
Semantic Scholar
An Efficient Algorithm for Calculating the Exact Hausdorff Distance
A. Taha, A. Hanbury
2015IEEE Transactions on Pattern Analysis and Machine Intelligence375 citations Open access
Semantic Scholar
A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease
Michelle Livne, J. Rieger, O. Aydin, A. Taha +7 more
2019Frontiers in Neuroscience248 citations Open access
Semantic Scholar
Understanding metric-related pitfalls in image analysis validation
A. Reinke, M. Tizabi, M. Baumgartner, M. Eisenmann +66 more
2023Nature Methods245 citations Open access
Semantic Scholar
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks
O. J. D. del Toro, H. Müller, Markus Krenn, Katharina Gruenberg +25 more
2016IEEE Transactions on Medical Imaging179 citations
Semantic Scholar
On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking
O. Aydin, A. Taha, A. Hilbert, A. Khalil +4 more
2021European Radiology Experimental151 citations Open access
Semantic Scholar
Metrics reloaded: Pitfalls and recommendations for image analysis validation
Lena Maier-Hein, A. Reinke, E. Christodoulou, Ben Glocker +63 more
2022arXiv.org117 citations Open access
Semantic Scholar
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease
A. Hilbert, V. Madai, E. M. Akay, O. Aydin +11 more
2020Frontiers in Artificial Intelligence110 citations Open access
Semantic Scholar
A formal method for selecting evaluation metrics for image segmentation
A. Taha, A. Hanbury, O. J. D. del Toro
2014International Conference on Information Photonics35 citations
Semantic Scholar
VISCERAL — VISual Concept Extraction challenge in RAdioLogy: ISBI 2014 Challenge Organization
Oscar Alfonso Jiménez del Toro, O. Goksel, Bjoern H Menze, Henning Muller +13 more
201434 citations
Semantic Scholar
On the modified successive overrelaxation method
I. K. Youssef, A. Taha
2013Applied Mathematics and Computation22 citations
Semantic Scholar
An evaluation of performance measures for arterial brain vessel segmentation
O. Aydin, A. Taha, A. Hilbert, A. Khalil +4 more
2021BMC Medical Imaging18 citations Open access
Semantic Scholar
Overview of the VISCERAL Challenge at ISBI 2015
O. Goksel, A. Foncubierta-Rodríguez, O. J. D. del Toro, Henning Müller +15 more
2015VISCERAL Challenge@ISBI18 citations
Semantic Scholar
Confidence estimation of classification based on the distribution of the neural network output layer
A. Taha, Leonhard Hennig, Petr Knoth
2022arXiv.org16 citations Open access
Semantic Scholar
Evaluation Metrics for Medical Organ Segmentation and Lesion Detection
A. Taha, A. Hanbury
2017Cloud-Based Benchmarking of Medical Image Analysis15 citations Open access
Semantic Scholar
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care
L. Maier-Hein, M. Eisenmann, A. Reinke, Sinan Onogur +34 more
2019Nature Communications14 citations Open access
Semantic Scholar
Insight on Radiological Risk Assessment and its Statistical Evaluations for Abu Dabbab Albite Granite Mining area, Central Nubian Shield, Egypt
M. Heikal, S. Gomaa, Mohamed Abd El Monsef, A. Taha +3 more
2018Arab Journal of Nuclear Sciences and Applications13 citations Open access
Semantic Scholar
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking
O. Aydin, A. Taha, A. Hilbert, A. A. Khalil +4 more
2020arXiv.org9 citations
Semantic Scholar
Understanding metric-related pitfalls in image analysis validation
A. Reinke, M. Tizabi, M. Baumgartner, M. Eisenmann +74 more
2023arXiv.org7 citations Open access
Semantic Scholar
Correction: On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking
O. Aydin, A. Taha, A. Hilbert, A. Khalil +4 more
2022European Radiology Experimental2 citations Open access
Semantic Scholar
Formal Analysis and Estimation of Chance in Datasets Based on Their Properties
A. Taha, L. Papariello, A. Bampoulidis, Petr Knoth +1 more
2022IEEE Transactions on Knowledge and Data Engineering2 citations Open access
Semantic Scholar
Ground truth labels for "BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation In Patients with Cerebrovascular Disease"
A. Hilbert, V. Madai, E. M. Akay, O. Aydin +11 more
20201 citations
Semantic Scholar
Chance influence in datasets with a large number of features
A. Taha, A. Bampoulidis, M. Lupu
2019Data Science1 citations
Semantic Scholar
Test Data and Results of the Automatic Metric Selection Method
A. Taha, A. Hanbury, O. J. D. del Toro
20141 citations
Semantic Scholar
Proof of the Collatz Conjecture
A. Taha
20200 citations
Semantic Scholar
How can we do better ? Pitfalls in biomedical challenge design and how to address them
A. Reinke, M. Eisenmann, Sinan Onogur, M. Stankovic +38 more
20180 citations
Semantic Scholar
Message ranking in a factory setting using context and user preference
A. Taha, Florina Piroi, A. Hanbury, Thomas Troppe +2 more
2017IEEE International Conference on Emerging Technologies and Factory Automation0 citations
Semantic Scholar
A United States Patent ( 19 ) 11 Patent Number : 6 , 110 , 341
A. Taha, I. Z. Selim, R. Zwack
20170 citations
Semantic Scholar
Analysis of hubness and application of reduction methods on high dimensional datasets
M. Thesis, Verfassung der Arbeit, Roscoe Baston, T. Lidy +1 more
20150 citations
Semantic Scholar

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