Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI-Reference-Cited by-同舟云学术

Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI

Published:2012-09-13 Issue:3 Volume:26 Page:307-319
ISSN:0952-3480
Container-title:NMR in Biomedicine
language:en
Short-container-title:NMR Biomed.

Author:

Li Yuqian¹²³,Sima Diana M.²³,Cauter Sofie Van⁴⁵,Croitor Sava Anca R.²³,Himmelreich Uwe⁵,Pi Yiming¹,Van Huffel Sabine²³

Affiliation:

1. School of Electronic Engineering; University of Electronic Science and Technology of China; Chengdu China

2. Department of Electrical Engineering; ESAT-SCD; KU Leuven Leuven Belgium

3. IBBT-KU Leuven Future Health Department; Leuven Belgium

4. Department of Radiology; University Hospitals of Leuven; Leuven Belgium

5. Biomedical MRI Unit/Molecular Small Animal Imaging Center; Department of Imaging and Pathology; KU Leuven Leuven Belgium

Publisher

Wiley

Subject

Spectroscopy,Radiology, Nuclear Medicine and imaging,Molecular Medicine

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/nbm.2850/fullpdf

Reference35 articles.

1. Ex vivo high resolution magic angle spinning metabolic profiles describe intratumoral histopathological tissue properties in adult human gliomas;Croitor;Magn. Reson. Med.,2011

2. Glioma grading: sensitivity, specificity, and predictive values of perfusion MR imaging and proton MR spectroscopic imaging compared with conventional MR imaging;Law;Am. J. Neuroradiol.,2003

3. Unreliability of contemporary neurodiagnostic imaging in evaluating suspected adult supratentorial (low-grade) astrocytoma;Kondziolka;J. Neurosurg.,1993

4. Magnetic resonance spectroscopic imaging;Nelson;IEEE Eng. Med. Biol.,2004

Cited by 31 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Non‐negative Matrix Factorization;Source Separation in Physical‐Chemical Sensing;2023-10-13

2. Using Single-Voxel Magnetic Resonance Spectroscopy Data Acquired at 1.5T to Classify Multivoxel Data at 3T: A Proof-of-Concept Study;Cancers;2023-07-21

3. Is pre-radiotherapy metabolic heterogeneity of glioblastoma predictive of progression-free survival?;Radiotherapy and Oncology;2023-06

4. Application of non-negative matrix factorization in oncology: one approach for establishing precision medicine;Briefings in Bioinformatics;2022-07-05

5. Research and Accomplishments in Applications of Non-negative Matrix Factorization;International Conference on Artificial Intelligence for Smart Community;2022