Brain tumor diagnosis using machine learning, convolutional neural networks, capsule neural networks and vision transformers, applied to MRI: a survey

AA Akinyelu, F Zaccagna, JT Grist, M Castelli… - Journal of …, 2022 - mdpi.com
Management of brain tumors is based on clinical and radiological information with
presumed grade dictating treatment. Hence, a non-invasive assessment of tumor grade is of …

Clinical applications of magnetic resonance spectroscopy in brain tumors: from diagnosis to treatment

BD Weinberg, M Kuruva, H Shim… - Radiologic …, 2021 - radiologic.theclinics.com
Magnetic resonance spectroscopy (MRS) is a technique that combines the ability of nuclear
magnetic resonance (NMR) to differentiate molecules with the imaging features of …

[HTML][HTML] Deuterium metabolic imaging and hyperpolarized 13C-MRI of the normal human brain at clinical field strength reveals differential cerebral metabolism

JD Kaggie, AS Khan, T Matys, RF Schulte, MJ Locke… - Neuroimage, 2022 - Elsevier
Deuterium metabolic imaging (DMI) and hyperpolarized 13 C-pyruvate MRI (13 C-HPMRI)
are two emerging methods for non-invasive and non-ionizing imaging of tissue metabolism …

Hyperpolarized carbon-13 MRI for early response assessment of neoadjuvant chemotherapy in breast cancer patients

R Woitek, MA McLean, S Ursprung, OM Rueda… - Cancer research, 2021 - AACR
Hyperpolarized 13C-MRI is an emerging tool for probing tissue metabolism by measuring
13C-label exchange between intravenously injected hyperpolarized [1–13C] pyruvate and …

Exploring the efficacy of tumor electric field therapy against glioblastoma: An in vivo and in vitro study

H Wu, L Yang, H Liu, D Zhou, D Chen… - CNS neuroscience & …, 2021 - Wiley Online Library
Aims Tumor electric fields therapy (TTFields) is emerging as a novel anti‐cancer
physiotherapy. Despite recent breakthroughs of TTFields in glioma treatment, the average …

Multi-nuclear magnetic resonance spectroscopy: State of the art and future directions

Y Wei, C Yang, H Jiang, Q Li, F Che, S Wan, S Yao… - Insights into …, 2022 - Springer
With the development of heteronuclear fluorine, sodium, phosphorus, and other probes and
imaging technologies as well as the optimization of magnetic resonance imaging (MRI) …

[HTML][HTML] Hyperpolarized MRI–An update and future perspectives

SH Jørgensen, N Bøgh, ESS Hansen… - Seminars in Nuclear …, 2022 - Elsevier
In recent years, hyperpolarized 13 C magnetic resonance spectroscopic (MRS) imaging has
emerged as a complementary metabolic imaging approach. Hyperpolarization via …

Reinventing the penumbra—the emerging clockwork of a multi-modal mechanistic paradigm

J Walther, EM Kirsch, L Hellwig… - Translational Stroke …, 2023 - Springer
The concept of the ischemic penumbra was originally defined as the area around a necrotic
stroke core and seen as the tissue at imminent risk of further damage. Today, the penumbra …

Comprehensive literature review of hyperpolarized carbon-13 MRI: the road to clinical application

M Vaeggemose, R F. Schulte, C Laustsen - Metabolites, 2021 - mdpi.com
This review provides a comprehensive assessment of the development of hyperpolarized
(HP) carbon-13 metabolic MRI from the early days to the present with a focus on clinical …

Proton-Only Sensing of Hyperpolarized [1,2-13C2]Pyruvate

I Mandzhieva, I Adelabu, EY Chekmenev, T Theis - ACS sensors, 2022 - ACS Publications
Hyperpolarized MRI is emerging as a next-generation molecular imaging modality that can
detect metabolic transformations in real time deep inside tissue and organs. 13C …