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Amirhossein Bayat
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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, 102166, 2021
228*2021
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
AutoImplant 2020-first MICCAI challenge on automatic cranial implant design
J Li, P Pimentel, A Szengel, M Ehlke, H Lamecker, S Zachow, L Estacio, ...
IEEE transactions on medical imaging 40 (9), 2329-2342, 2021
392021
Opportunistic osteoporosis screening reveals low bone density in patients with screw loosening after lumbar semi-rigid instrumentation: a case-control study
MT Löffler, N Sollmann, E Burian, A Bayat, K Aftahy, T Baum, B Meyer, ...
Frontiers in endocrinology 11, 552719, 2021
262021
Feedback graph attention convolutional network for medical image enhancement
X Hu, Y Yan, W Ren, H Li, Y Zhao, A Bayat, B Menze
arXiv preprint arXiv:2006.13863, 2020
20*2020
Inferring the 3D standing spine posture from 2D radiographs
A Bayat, A Sekuboyina, JC Paetzold, C Payer, D Stern, M Urschler, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
162020
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images
S Gerl, JC Paetzold, H He, I Ezhov, S Shit, F Kofler, A Bayat, G Tetteh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
142020
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
Cranial implant prediction using low-resolution 3D shape completion and high-resolution 2D refinement
A Bayat, S Shit, A Kilian, JT Liechtenstein, JS Kirschke, BH Menze
Towards the Automatization of Cranial Implant Design in Cranioplasty: First …, 2020
102020
Robustification of segmentation models against adversarial perturbations in medical imaging
H Park, A Bayat, M Sabokrou, JS Kirschke, BH Menze
Predictive Intelligence in Medicine: Third International Workshop, PRIME …, 2020
102020
Classifying human walking patterns using accelerometer data from smartphone
A Bayat, AH Bayat, AS Ghasemi
Int. J. Comput. Sci. Mobile Comput 3, 1-6, 2017
102017
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments
R Nasirigerdeh, M Bakhtiari, R Torkzadehmahani, A Bayat, M List, ...
arXiv preprint arXiv:2011.07006, 2020
82020
Anatomy-Aware Inference of the 3D Standing Spine Posture from 2D Radiographs
A Bayat, DF Pace, A Sekuboyina, C Payer, D Stern, M Urschler, ...
Tomography 8 (1), 479-496, 2022
52022
Enhancing user identification during reading by applying content-based text analysis to eye-movement patterns
A Bayat, AH Bayat, M Pomplun
Advances in Human Factors in Simulation and Modeling: Proceedings of the …, 2018
22018
Information Fusion Based on Fixation Patterns and Semantic Analysis for Observer Identification during Reading
A Bayat, AH Bayat, M Pomplun
Journal of Vision 17 (10), 531-531, 2017
22017
A probabilistic graphical model approach for human activity recognition using skeleton data
AH Bayat, MM Arzani, M Fathy, A Matinnejad, B Minaei-Bidgoli, ...
2016 2nd International Conference of Signal Processing and Intelligent …, 2016
12016
Robustness Against Out of Distribution Video Frames in Online Surgical Workflow Recognition with Temporal Convolutional Networks
A Bayat, K Kirtac, J Schwerin, M Stenzel, M Smit, F Aspart
Medical Imaging with Deep Learning, 2022
2022
Image Based Personalized Bone Therapy Planning using Deep Learning
A Bayat
Technische Universität München, 2022
2022
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