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Malek El Husseini
Malek El Husseini
PhD Student
Verified email at tum.de
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Year
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
1942021
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
1362020
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, 6069-6077, 2021
702021
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), 284, 2021
512021
Verse: a vertebrae labelling and segmentation benchmark
A Sekuboyina, A Bayat, ME Husseini, M Löffler, M Rempfler, J Kukačka, ...
332020
Grading loss: a fracture grade-based metric loss for vertebral fracture detection
M Husseini, A Sekuboyina, M Loeffler, F Navarro, BH Menze, JS Kirschke
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
252020
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, 1-10, 2022
202022
Automated opportunistic osteoporosis screening in routine computed tomography of the spine: comparison with dedicated quantitative CT
N Sollmann, MT Löffler, M El Husseini, A Sekuboyina, M Dieckmeyer, ...
Journal of Bone and Mineral Research 37 (7), 1287-1296, 2020
202020
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 13, 882163, 2022
172022
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 34, 103006, 2022
132022
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 32 (9), 6207-6214, 2022
122022
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, 792760, 2022
122022
Validation of a patient-specific musculoskeletal model for lumbar load estimation generated by an automated pipeline from whole body CT
T Lerchl, M El Husseini, A Bayat, A Sekuboyina, L Hermann, K Nispel, ...
Frontiers in Bioengineering and Biotechnology 10, 862804, 2022
112022
Conditioned variational auto-encoder for detecting osteoporotic vertebral fractures
M Husseini, A Sekuboyina, A Bayat, BH Menze, M Loeffler, JS Kirschke
Computational Methods and Clinical Applications for Spine Imaging: 6th …, 2020
112020
Vertebral labelling in radiographs: learning a coordinate corrector to enforce spinal shape
A Bayat, A Sekuboyina, F Hofmann, ME Husseini, JS Kirschke, BH Menze
Computational Methods and Clinical Applications for Spine Imaging: 6th …, 2020
112020
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, ME Husseini, S Ruschke, E Burian, ...
Frontiers in Endocrinology 12, 778537, 2022
102022
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images., 2021, 73
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
DOI: https://doi. org/10.1016/j. media, 102166, 2021
82021
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, 752780, 2021
72021
A vertebral segmentation dataset with fracture grading. Radiol Artif Intell 2: e190138
MT Löffler, A Sekuboyina, A Jacob, AL Grau, A Scharr, M El Husseini, ...
62020
Lesion location across diagnostic regions in multiple sclerosis
V Pongratz, M Bussas, P Schmidt, S Grahl, C Gasperi, M El Husseini, ...
NeuroImage: Clinical 37, 103311, 2023
52023
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