Radiomics in brain tumor: image assessment, quantitative feature descriptors, and machine-learning approaches

M Zhou, J Scott, B Chaudhury, L Hall… - American Journal …, 2018 - Am Soc Neuroradiology
Radiomics describes a broad set of computational methods that extract quantitative features
from radiographic images. The resulting features can be used to inform imaging diagnosis …

MRI-guided radiation therapy: an emerging paradigm in adaptive radiation oncology

R Otazo, P Lambin, JP Pignol, ME Ladd… - Radiology, 2021 - pubs.rsna.org
Radiation therapy (RT) continues to be one of the mainstays of cancer treatment.
Considerable efforts have been recently devoted to integrating MRI into clinical RT planning …

Magnetic resonance fingerprinting

D Ma, V Gulani, N Seiberlich, K Liu, JL Sunshine… - Nature, 2013 - nature.com
Magnetic resonance is an exceptionally powerful and versatile measurement technique. The
basic structure of a magnetic resonance experiment has remained largely unchanged for …

Non-invasive tumor decoding and phenotyping of cerebral gliomas utilizing multiparametric 18F-FET PET-MRI and MR Fingerprinting

J Haubold, A Demircioglu, M Gratz, M Glas… - European Journal of …, 2020 - Springer
Objectives The introduction of the 2016 WHO classification of CNS tumors has made the
combined molecular and histopathological characterization of tumors a pivotal part of glioma …

Advanced MR techniques for preoperative glioma characterization: Part 1

L Hirschler, N Sollmann… - Journal of Magnetic …, 2023 - Wiley Online Library
Preoperative clinical magnetic resonance imaging (MRI) protocols for gliomas, brain tumors
with dismal outcomes due to their infiltrative properties, still rely on conventional structural …

Reproducibility and repeatability of MR fingerprinting relaxometry in the human brain

G Körzdörfer, R Kirsch, K Liu, J Pfeuffer, B Hensel… - Radiology, 2019 - pubs.rsna.org
Background Only sparse literature investigates the reproducibility and repeatability of
relaxometry methods in MRI. However, statistical data on reproducibility and repeatability of …

“Real world” use of a highly reliable imaging sign:“T2-FLAIR mismatch” for identification of IDH mutant astrocytomas

R Jain, DR Johnson, SH Patel, M Castillo… - Neuro …, 2020 - academic.oup.com
AbstractThe T2-FLAIR (fluid attenuated inversion recovery) mismatch sign is an easily
detectable imaging sign on routine clinical MRI studies that suggests diagnosis of isocitrate …

Review and consensus recommendations on clinical APT‐weighted imaging approaches at 3T: application to brain tumors

J Zhou, M Zaiss, L Knutsson, PZ Sun… - Magnetic resonance …, 2022 - Wiley Online Library
Amide proton transfer‐weighted (APTw) MR imaging shows promise as a biomarker of brain
tumor status. Currently used APTw MRI pulse sequences and protocols vary substantially …

Synthetic MRI: technologies and applications in neuroradiology

S Ji, D Yang, J Lee, SH Choi, H Kim… - Journal of Magnetic …, 2022 - Wiley Online Library
Synthetic MRI is a technique that synthesizes contrast‐weighted images from multicontrast
MRI data. There have been advances in synthetic MRI since the technique was introduced …

Artificial intelligence in multiparametric magnetic resonance imaging: A review

C Li, W Li, C Liu, H Zheng, J Cai, S Wang - Medical Physics, 2022 - Wiley Online Library
Multiparametric magnetic resonance imaging (mpMRI) is an indispensable tool in the
clinical workflow for the diagnosis and treatment planning of various diseases. Machine …