Uwe Himmelreich

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Magnetic Resonance

Brain Tumor Segmentation

Negative Matrix Factorization

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Geraldine Rodríguez-Nieto, Oron Levin, Lize Hermans, Akila Weerasekera, Anca R. Croitor Sava, Astrid Haghebaert, Astrid Huybrechts, Koen Cuypers, Dante Mantini, Uwe Himmelreich, Stephan P. Swinnen
H-MRS). NeuroImage 266 (2023)
Oron Levin, Akila Weerasekera, Bradley R. King, Kirstin-Friederike Heise, Diana Maria Sima, Sima Chalavi, Celine Maes, Ronald R. Peeters, Stefan Sunaert, Koen Cuypers, Sabine Van Huffel, Dante Mantini, Uwe Himmelreich, Stephan P. Swinnen
H-MRS study. NeuroImage 202 (2019)
Halandur Nagaraja Bharath, Otto Debals, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Adrian Ion-Margineanu, Sofie Van Cauter, Diana Maria Sima, Frederik Maes, Stefan Sunaert, Uwe Himmelreich, Sabine Van Huffel
Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features. ESANN (2017)
Yuqian Li, Xin Liu, Feng Wei, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Guang Hu, Yi Yao, Sabine Van Huffel
An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation. Comput. Biol. Medicine 81 (2017)
Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Nicolas Sauwen, Marjan Acou, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel
Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization. BMC Medical Imaging 17 (1) (2017)
Nicolas Sauwen, Diana Maria Sima, Marjan Acou, Eric Achten, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel
A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization. SITIS (2016)
Nicolas Sauwen, Marjan Acou, Halandur Nagaraja Bharath, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel
Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation. ESANN (2016)
An Elen, Sofie Isebaert, Frederik De Keyzer, Uwe Himmelreich, Steven Joniau, Lorenzo Tosco, Wouter Everaerts, Tom Dresselaers, Evelyne Lerut, Raymond Oyen, Roger Bourne, Frederik Maes, Karin Haustermans
Validation of an Improved Patient-Specific Mold Design for Registration of In-vivo MRI and Histology of the Prostate. CLIP@MICCAI (2016)
Halandur Nagaraja Bharath, Nicolas Sauwen, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas. EUSIPCO (2016)
Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Anca R. Croitor Sava, Yiming Pi, Yipeng Liu, Sabine Van Huffel
Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis". IEEE Trans. Biomed. Eng. 62 (8) (2015)
Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging. EMBC (2015)
Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Anca R. Croitor Sava, Yiming Pi, Yipeng Liu, Sabine Van Huffel
Unsupervised Nosologic Imaging for Glioma Diagnosis. IEEE Trans. Biomed. Eng. 60 (6) (2013)
Markus Aswendt, Eliana Gianolio, Giorgio Pariani, Roberta Napolitano, Franco Fedeli, Uwe Himmelreich, Silvio Aime, Mathias Hoehn
In vivo imaging of inhibitory, GABAergic neurons by MRI. NeuroImage 62 (3) (2012)
Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Sabine Van Huffel
Tissue Type Differentiation for Brain Glioma using Non-negative Matrix Factorization. BIOSIGNALS (2012)
Greetje Vande Velde, Janaki Raman Rangarajan, Ruth Vreys, Caroline Guglielmetti, Tom Dresselaers, Marleen Verhoye, Annemie van der Linden, Zeger Debyser, Veerle Baekelandt, Frederik Maes, Uwe Himmelreich
Quantitative evaluation of MRI-based tracking of ferritin-labeled endogenous neural stem cell progeny in rodent brain. NeuroImage 62 (1) (2012)
Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Sabine Van Huffel
Simulation Study of Tissue Type Differentiation using Non-negative Matrix Factorization. BIOSIGNALS (2012)
Janaki Raman Rangarajan, Dirk Loeckx, Greetje Vande Velde, Tom Dresselaers, Uwe Himmelreich, Frederik Maes, Paul Suetens
Impact of RF inhomogeneity correction on image registration of micro MRI rodent brain images. ISBI (2011)
M. I. Osorio Garcia, Diana Maria Sima, Sabine Van Huffel, F. U. Nielsen, Uwe Himmelreich
Damping Factor Constraints and Metabolite Profile Selection Influence Magnetic Resonance Spectroscopy Data Quantification. BIOSIGNALS (2011)
Jan Luts, Johan A. K. Suykens, Sabine Van Huffel, Teresa Laudadio, Sofie Van Cauter, Uwe Himmelreich, Enrique Molla, Jose Piquer, M. Carmen Martínez-Bisbal, Bernardo Celda
Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI. CBMS (2009)
Bjoern H. Menze, B. Michael Kelm, Ralf Masuch, Uwe Himmelreich, Peter Bachert, Wolfgang Petrich, Fred A. Hamprecht
A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data. BMC Bioinform. 10 (2009)
Uwe Himmelreich, Silvio Aime, T. Hieronymus, Carles Justicia, F. Uggeri, M. Zenke, Mathias Hoehn
A responsive MRI contrast agent to monitor functional cell status. NeuroImage 32 (3) (2006)