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Dr.-Ing. Faezeh Fallah
Dr.-Ing. Faezeh Fallah
Institute of Signal Processing and System Theory, University of Stuttgart
Bestätigte E-Mail-Adresse bei iss.uni-stuttgart.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Simultaneous volumetric segmentation of vertebral bodies and intervertebral discs on fat-water MR images
F Fallah, SS Walter, F Bamberg, B Yang
IEEE journal of biomedical and health informatics, 2018
222018
Comparison of T1-weighted 2D TSE, 3D SPGR, and two-point 3D Dixon MRI for automated segmentation of visceral adipose tissue at 3 Tesla
F Fallah, J Machann, P Martirosian, F Bamberg, F Schick, B Yang
Magnetic Resonance Materials in Physics, Biology and Medicine 30, 139-151, 2017
192017
A novel objective function based on a generalized Kelly criterion for deep learning
F Fallah, DM Tsanev, B Yang, S Walter, F Bamberg
IEEE Conference on Signal Processing, Algorithms, Architectures …, 2017
72017
Automatic atlas-guided constrained random walker algorithm for 3D segmentation of muscles on water magnetic resonance images
F Fallah, B Yang, F Bamberg
European Signal Processing Conference (EUSIPCO), 251-255, 2017
62017
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images
F Fallah, B Yang, SS Walter, F Bamberg
IEEE Conference on Signal Processing, Algorithms, Architectures …, 2018
52018
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction
F Fallah, B Yang
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
32020
Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images
F Fallah, K Armanious, B Yang, F Bamberg
European Signal Processing Conference (EUSIPCO), 1-5, 2019
32019
A hierarchical ensemble classifier for multilabel segmentation of fat-water MR images
F Fallah, B Yang, SS Walter, F Bamberg
European Signal Processing Conference (EUSIPCO), 41-45, 2018
32018
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images
F Fallah, K Armanious, B Yang, F Bamberg
European Signal Processing Conference (EUSIPCO), 1-5, 2019
22019
Hierarchical Quadratic Random Forest Classifier
F Fallah
arXiv preprint arXiv:2306.01893, 2023
12023
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph
F Fallah, F Wiewel, B Yang
2020 28th European Signal Processing Conference (EUSIPCO), 1120-1124, 2021
12021
RF and Coil Inhomogeneity Correction in 2D Leg Images: A New Method Comparing with LEMS
F Fallah, C Würslin, F Schick, B Yang
Annual Scientific Meeting of the International Society for Magnetic …, 2015
12015
Active Inference-Based Optimization of Discriminative Neural Network Classifiers
F Fallah
arXiv preprint arXiv:2306.02447, 2023
2023
Hierarchical Multiresolution Feature-and Prior-based Graphs for Classification
F Fallah
arXiv preprint arXiv:2306.02143, 2023
2023
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation
F Fallah, B Yang, F Bamberg
IEEE Conference on Signal Processing, Algorithms, Architectures …, 2017
2017
A combined partial volume reduction and super-resolution reconstruction for magnetic resonance images
F Fallah, B Yang, F Schick, F Bamberg
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), 1-8, 2016
2016
Effects of Intensity Nonuniformities, Nonuniformity Correction Methods, and Intensity Normalizations on Texture-Based Classification of T2-weighted Aged Calf Muscles
F Fallah, N Schwenzer, F Schick, B Yang
Annual Scientific Meeting of the European Society for Magnetic Resonance in …, 2016
2016
Automatic Separate Quantification of Mammary Adipose Tissue and Subcutaneous Adipose Tissue in Female Breast using Fat-Water MR Imaging at 3 Tesla
F Fallah, P Martirosian, J Machann, F Schick, B Yang
Annual Scientific Meeting of the European Society for Magnetic Resonance in …, 2016
2016
Evaluation of the Performance of Post-acquisition Resolution Enhancement Methods for Magnetic Resonance Images
F Fallah, D Di Franco, B Yang, F Bamberg
Annual Scientific Meeting of the European Society for Magnetic Resonance in …, 2016
2016
Automatic Volumetry of Cardiac Adipose Tissues Using Opposed-Phase Magnetic Resonance Imaging at 3 Tesla
F Fallah, P Martirosian, J Machann, B Yang, F Schick
Annual Scientific Meeting of the European Society for Magnetic Resonance in …, 2016
2016
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