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Malek El Husseini
Malek El Husseini
PhD Student
Verified email at tum.de
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A vertebral segmentation dataset with fracture grading
MT Löffler, A Sekuboyina, A Jacob, AL Grau, A Scharr, M El Husseini, ...
Radiology: Artificial Intelligence 2 (4), e190138, 2020
402020
VerSe: a vertebrae labelling and segmentation benchmark for multi-detector CT images
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
Medical image analysis 73, 102166, 2021
332021
Verse: a vertebrae labelling and segmentation benchmark
A Sekuboyina, A Bayat, ME Husseini, M Löffler, M Rempfler, J Kukačka, ...
arXiv. org e-Print archive, 2020
282020
Automatic opportunistic osteoporosis screening in routine CT: improved prediction of patients with prevalent vertebral fractures compared to DXA
MT Löffler, A Jacob, A Scharr, N Sollmann, E Burian, M El Husseini, ...
European radiology 31 (8), 6069-6077, 2021
132021
Grading loss: a fracture grade-based metric loss for vertebral fracture detection
M Husseini, A Sekuboyina, M Loeffler, F Navarro, BH Menze, JS Kirschke
International Conference on Medical Image Computing and Computer-Assisted …, 2020
72020
Conditioned variational auto-encoder for detecting osteoporotic vertebral fractures
M Husseini, A Sekuboyina, A Bayat, BH Menze, M Loeffler, JS Kirschke
International Workshop and Challenge on Computational Methods and Clinical …, 2019
62019
A computed tomography vertebral segmentation dataset with anatomical variations and multi-vendor scanner data
H Liebl, D Schinz, A Sekuboyina, L Malagutti, MT Löffler, A Bayat, ...
Scientific data 8 (1), 1-7, 2021
42021
Vertebral labelling in radiographs: learning a coordinate corrector to enforce spinal shape
A Bayat, A Sekuboyina, F Hofmann, ME Husseini, JS Kirschke, BH Menze
International Workshop and Challenge on Computational Methods and Clinical …, 2019
32019
Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements
S Rühling, F Navarro, A Sekuboyina, M El Husseini, T Baum, B Menze, ...
European Radiology 32 (3), 1465-1474, 2022
12022
Multiple sclerosis lesions and atrophy in the spinal cord: Distribution across vertebral levels and correlation with disability
M Bussas, M El Husseini, L Harabacz, V Pineker, S Grahl, V Pongratz, ...
NeuroImage: Clinical, 103006, 2022
2022
Proposed diagnostic volumetric bone mineral density thresholds for osteoporosis and osteopenia at the cervicothoracic spine in correlation to the lumbar spine
S Rühling, A Scharr, N Sollmann, M Wostrack, MT Löffler, B Menze, ...
European Radiology, 1-8, 2022
2022
Spinal cord imaging markers and disease progression in MS
M Bussas, M El Husseini, L Harabacz, V Pineker, S Grahl, A Berthele, ...
MULTIPLE SCLEROSIS JOURNAL 27 (2_ SUPPL), 394-395, 2021
2021
Gender-, Age-and Region-Specific Characterization of Vertebral Bone Microstructure Through Automated Segmentation and 3D Texture Analysis of Routine Abdominal CT
M Dieckmeyer, N Sollmann, M El Husseini, A Sekuboyina, MT Löffler, ...
Frontiers in Endocrinology 12, 2021
2021
Texture Analysis Using CT and Chemical Shift Encoding-Based Water-Fat MRI Can Improve Differentiation Between Patients With and Without Osteoporotic Vertebral Fractures
N Sollmann, EA Becherucci, C Boehm, M El Husseini, S Ruschke, ...
Frontiers in Endocrinology 12, 2021
2021
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles
F Kofler, I Ezhov, L Fidon, CM Pirkl, JC Paetzold, E Burian, S Pati, ...
Frontiers in Neuroscience 15, 2021
2021
Level-specific volumetric BMD threshold values for the prediction of incident vertebral fractures using opportunistic QCT: a case-control study
M Dieckmeyer, MT Löffler, M El Husseini, A Sekuboyina, B Menze, ...
Frontiers in Endocrinology, 854, 0
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