Michaël Sdika
Orcid: 0000-0002-3129-6874
According to our database1,
Michaël Sdika
authored at least 34 papers
between 2006 and 2025.
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Bibliography
2025
Explainable monotonic networks and constrained learning for interpretable classification and weakly supervised anomaly detection.
Pattern Recognit., 2025
2024
An Explicit Estimated Baseline Model for Robust Estimation of Fluorophores Using Multiple-Wavelength Excitation Fluorescence Spectroscopy.
IEEE Trans. Biomed. Eng., January, 2024
Dynamic Single-Pixel Imaging on an Extended Field of View Without Warping the Patterns.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
The Impact of Hardware Variability on Applications Packaged with Docker and Guix: a Case Study in Neuroimaging.
Proceedings of the 2nd ACM Conference on Reproducibility and Replicability, 2024
2023
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection.
IEEE Trans. Medical Imaging, November, 2023
Intraoperative identification of functional brain areas with RGB imaging using statistical parametric mapping: Simulation and clinical studies.
NeuroImage, September, 2023
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2021
Automatic segmentation and location learning of neonatal cerebral ventricles in 3D ultrasound data combining CNN and CPPN.
Comput. Biol. Medicine, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2019
Math. Comput., 2019
Medical Image Anal., 2019
Medical Image Anal., 2019
Corrigendum to "Automatic myocardial ischemic lesion detection on magnetic resonance perfusion weighted imaging prior perfusion quantification: A pre-modeling strategy" [Comput. Biol. Med. 110 (2019) 108-119].
Comput. Biol. Medicine, 2019
Automatic myocardial ischemic lesion detection on magnetic resonance perfusion weighted imaging prior perfusion quantification: A pre-modeling strategy.
Comput. Biol. Medicine, 2019
2018
Automatic spinal cord localization, robust to MRI contrasts using global curve optimization.
Medical Image Anal., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Towards integrating spatial localization in convolutional neural networks for brain image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
OptiC: Robust and Automatic Spinal Cord Localization on a Large Variety of MRI Data Using a Distance Transform Based Global Optimization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Individual muscle segmentation in MR images: A 3D propagation through 2D non-linear registration approaches.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Robust real time motion compensation for intraoperative video processing during neurosurgery.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
A reliable spatially normalized template of the human spinal cord - Applications to automated white matter/gray matter segmentation and tensor-based morphometry (TBM) mapping of gray matter alterations occurring with age.
NeuroImage, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template.
NeuroImage, 2014
Automatic 3D Multiorgan Segmentation via Clustering and Graph Cut Using Spatial Relations and Hierarchically-Registered Atlases.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
2013
A Sharp Sufficient Condition for B-Spline Vector Field Invertibility. Application to Diffeomorphic Registration and Interslice Interpolation.
SIAM J. Imaging Sci., 2013
2010
Combining atlas based segmentation and intensity classification with nearest neighbor transform and accuracy weighted vote.
Medical Image Anal., 2010
2008
A Fast Nonrigid Image Registration With Constraints on the Jacobian Using Large Scale Constrained Optimization.
IEEE Trans. Medical Imaging, 2008
NeuroImage, 2008
Effective voigt model estimation using multiple random starting values and parameter bounds settings for in vivo hepatic 1H magnetic resonance spectroscopic data.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2006
IEEE Trans. Signal Process., 2006