A responsive MRI contrast agent to monitor functional cell status. - Uwe Himmelreich; Silvio Aime; T. Hieronymus; Carles Justicia; F. Uggeri; M. Zenke; Mathias Hoehn (NeuroImage, 2006)

Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI. - 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 (CBMS, 2009)

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data. - Bjoern H. Menze; B. Michael Kelm; Ralf Masuch; Uwe Himmelreich; Peter Bachert; Wolfgang Petrich; Fred A. Hamprecht (BMC Bioinform., 2009)

Damping Factor Constraints and Metabolite Profile Selection Influence Magnetic Resonance Spectroscopy Data Quantification. - M. I. Osorio Garcia; Diana Maria Sima; Sabine Van Huffel; F. U. Nielsen; Uwe Himmelreich (BIOSIGNALS, 2011)

Impact of RF inhomogeneity correction on image registration of micro MRI rodent brain images. - Janaki Raman Rangarajan; Dirk Loeckx; Greetje Vande Velde; Tom Dresselaers; Uwe Himmelreich; Frederik Maes; Paul Suetens (ISBI, 2011)

Tissue Type Differentiation for Brain Glioma using Non-negative Matrix Factorization. - Yuqian Li; Diana Maria Sima; Sofie Van Cauter; Uwe Himmelreich; Yiming Pi; Sabine Van Huffel (BIOSIGNALS, 2012)

Simulation Study of Tissue Type Differentiation using Non-negative Matrix Factorization. - Yuqian Li; Diana Maria Sima; Sofie Van Cauter; Uwe Himmelreich; Yiming Pi; Sabine Van Huffel (BIOSIGNALS, 2012)

In vivo imaging of inhibitory, GABAergic neurons by MRI. - Markus Aswendt; Eliana Gianolio; Giorgio Pariani; Roberta Napolitano; Franco Fedeli; Uwe Himmelreich; Silvio Aime; Mathias Hoehn (NeuroImage, 2012)

Quantitative evaluation of MRI-based tracking of ferritin-labeled endogenous neural stem cell progeny in rodent brain. - 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 (NeuroImage, 2012)

Unsupervised Nosologic Imaging for Glioma Diagnosis. - Yuqian Li; Diana Maria Sima; Sofie Van Cauter; Uwe Himmelreich; Anca R. Croitor Sava; Yiming Pi; Yipeng Liu 001; Sabine Van Huffel (IEEE Trans. Biomed. Eng., 2013)

Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging. - Halandur Nagaraja Bharath; Diana Maria Sima; Nicolas Sauwen; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (EMBC, 2015)

Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis". - Yuqian Li; Diana Maria Sima; Sofie Van Cauter; Uwe Himmelreich; Anca R. Croitor Sava; Yiming Pi; Yipeng Liu 001; Sabine Van Huffel (IEEE Trans. Biomed. Eng., 2015)

Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation. - Nicolas Sauwen; Marjan Acou; Halandur Nagaraja Bharath; Diana Maria Sima; Jelle Veraart; Frederik Maes; Uwe Himmelreich; Eric Achten; Sabine Van Huffel (ESANN, 2016)

Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas. - Halandur Nagaraja Bharath; Nicolas Sauwen; Diana Maria Sima; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (EUSIPCO, 2016)

Validation of an Improved Patient-Specific Mold Design for Registration of In-vivo MRI and Histology of the Prostate. - 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; et al. (CLIP@MICCAI, 2016)

A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization. - Nicolas Sauwen; Diana Maria Sima; Marjan Acou; Eric Achten; Frederik Maes; Uwe Himmelreich; Sabine Van Huffel (SITIS, 2016)

Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features. - Adrian Ion-Margineanu; Sofie Van Cauter; Diana Maria Sima; Frederik Maes; Stefan Sunaert; Uwe Himmelreich; Sabine Van Huffel (ESANN, 2017)

Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization. - Nicolas Sauwen; Marjan Acou; Diana Maria Sima; Jelle Veraart; Frederik Maes; Uwe Himmelreich; Eric Achten; Sabine Van Huffel (BMC Medical Imaging, 2017)

An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation. - Yuqian Li; Xin Liu; Feng Wei; Diana Maria Sima; Sofie Van Cauter; Uwe Himmelreich; Yiming Pi; Guang Hu 001; Yi Yao; Sabine Van Huffel (Comput. Biol. Medicine, 2017)

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. - Halandur Nagaraja Bharath; Diana Maria Sima; Nicolas Sauwen; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (IEEE J. Biomed. Health Informatics, 2017)

Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study. - 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; et al. (NeuroImage, 2019)

Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging. - Halandur Nagaraja Bharath; Otto Debals; Diana Maria Sima; Uwe Himmelreich; Lieven De Lathauwer; Sabine Van Huffel (IEEE Trans. Biomed. Eng., 2019)

Organization of neurochemical interactions in young and older brains as revealed with a network approach: Evidence from proton magnetic resonance spectroscopy (1H-MRS). - 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 (NeuroImage, 2023)