[HTML][HTML] Quo Vadis Hyperpolarized 13C MRI?
Over the last two decades, hyperpolarized 13 C MRI has gained significance in both
preclinical and clinical studies, hereby relying on technologies like PHIP-SAH …
preclinical and clinical studies, hereby relying on technologies like PHIP-SAH …
Materials science in the era of large language models: a perspective
Large Language Models (LLMs) have garnered considerable interest due to their
impressive natural language capabilities, which in conjunction with various emergent …
impressive natural language capabilities, which in conjunction with various emergent …
[HTML][HTML] Detecting Tumor-Associated Intracranial Hemorrhage Using Proton Magnetic Resonance Spectroscopy
Intracranial hemorrhage associated with primary or metastatic brain tumors is a critical
condition that requires urgent intervention, often through open surgery. Nevertheless …
condition that requires urgent intervention, often through open surgery. Nevertheless …
Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time
Purpose Use a conference challenge format to compare machine learning-based gamma-
aminobutyric acid (GABA)-edited magnetic resonance spectroscopy (MRS) reconstruction …
aminobutyric acid (GABA)-edited magnetic resonance spectroscopy (MRS) reconstruction …
Simultaneous multi‐transient linear‐combination modeling of MRS data improves uncertainty estimation
Purpose The interest in applying and modeling dynamic MRS has recently grown. Two‐
dimensional modeling yields advantages for the precision of metabolite estimation in …
dimensional modeling yields advantages for the precision of metabolite estimation in …
Anomalous Change Point Detection Using Probabilistic Predictive Coding
Change point detection (CPD) and anomaly detection (AD) are essential techniques in
various fields to identify abrupt changes or abnormal data instances. However, existing …
various fields to identify abrupt changes or abnormal data instances. However, existing …
Bridging quantitative imaging and artificial intelligence methods in preclinical and clinical oncology
JFA Jansen, R Paudyal, Y Mazaheri… - Frontiers in …, 2023 - frontiersin.org
Cancer continues to be a significant global health challenge, demanding innovative
approaches for early diagnosis and personalized treatment. Quantitative imaging is an …
approaches for early diagnosis and personalized treatment. Quantitative imaging is an …
Spectro-ViT: A Vision Transformer Model for GABA-edited MRS Reconstruction Using Spectrograms
Purpose: To investigate the use of a Vision Transformer (ViT) to reconstruct/denoise GABA-
edited magnetic resonance spectroscopy (MRS) from a quarter of the typically acquired …
edited magnetic resonance spectroscopy (MRS) from a quarter of the typically acquired …
A Digital Phantom for 3D MR Spectroscopy Data Simulation
DMJ van de Sande, AT Gudmundson… - arXiv preprint arXiv …, 2024 - arxiv.org
Simulated data is increasingly valued by researchers for validating MRS and MRSI
processing and analysis algorithms. However, there is no consensus on the optimal …
processing and analysis algorithms. However, there is no consensus on the optimal …
SMART MRS: A Simulated MEGA-PRESS Artifacts Toolbox for GABA-edited MRS
Purpose To create a Python-based toolbox to simulate commonly occurring artifacts for
single voxel Gamma-Aminobutyric Acid (GABA)-edited Magnetic Resonance Spectroscopy …
single voxel Gamma-Aminobutyric Acid (GABA)-edited Magnetic Resonance Spectroscopy …