Recommendations for quantitative cerebral perfusion MRI using multi‐timepoint arterial spin labeling: Acquisition, quantification, and clinical applications

JG Woods, E Achten, I Asllani, DS Bolar… - Magnetic resonance …, 2024 - Wiley Online Library
Accurate assessment of cerebral perfusion is vital for understanding the hemodynamic
processes involved in various neurological disorders and guiding clinical decision‐making …

Developments in functional imaging of the placenta

A Clark, D Flouri, N Mufti, J James… - The British Journal of …, 2023 - academic.oup.com
The placenta is both the literal and metaphorical black box of pregnancy. Measurement of
the function of the placenta has the potential to enhance our understanding of this enigmatic …

A general framework for optimizing arterial spin labeling MRI experiments

JG Woods, MA Chappell… - Magnetic resonance in …, 2019 - Wiley Online Library
Purpose Arterial spin labeling (ASL) MRI is a non‐invasive perfusion imaging technique that
is inherently SNR limited, so scan protocols ideally need to be rigorously optimized to …

[图书][B] Quantitative magnetic resonance imaging

N Seiberlich, V Gulani, A Campbell-Washburn… - 2020 - books.google.com
Quantitative Magnetic Resonance Imaging is a 'go-to'reference for methods and applications
of quantitative magnetic resonance imaging, with specific sections on Relaxometry …

[HTML][HTML] Designing and comparing optimized pseudo-continuous arterial spin labeling protocols for measurement of cerebral blood flow

JG Woods, MA Chappell, TW Okell - Neuroimage, 2020 - Elsevier
Abstract Arterial Spin Labeling (ASL) is a non-invasive, non-contrast, perfusion imaging
technique which is inherently SNR limited. It is, therefore, important to carefully design scan …

[HTML][HTML] On the use of multicompartment models of diffusion and relaxation for placental imaging

A Melbourne - Placenta, 2021 - Elsevier
Multi-compartment models of diffusion and relaxation are ubiquitous in magnetic resonance
research especially applied to neuroimaging applications. These models are increasingly …

Designing contrasts for rapid, simultaneous parameter quantification and flow visualization with quantitative transient-state imaging

PA Gómez, M Molina-Romero, G Buonincontri… - Scientific reports, 2019 - nature.com
Magnetic resonance imaging (MRI) has evolved into an outstandingly versatile diagnostic
modality, as it has the ability to non-invasively produce detailed information on a tissue's …

Bayesian experimental design using regularized determinantal point processes

M Derezinski, F Liang… - … Conference on Artificial …, 2020 - proceedings.mlr.press
We establish a fundamental connection between Bayesian experimental design and
determinantal point processes (DPPs). Experimental design is a classical task in …

The costs and benefits of estimating T1 of tissue alongside cerebral blood flow and arterial transit time in pseudo‐continuous arterial spin labeling

P Bladt, AJ den Dekker, P Clement… - NMR in …, 2020 - Wiley Online Library
Multi‐post‐labeling‐delay pseudo‐continuous arterial spin labeling (multi‐PLD PCASL)
allows for absolute quantification of the cerebral blood flow (CBF) as well as the arterial …

Adaptive Transductive Inference via Sequential Experimental Design with Contextual Retention

TS Salem - NeurIPS 2024 Workshop on Bayesian Decision … - openreview.net
This paper presents a three-stage framework for active learning, encompassing data
collection, model retraining, and deployment phases. The framework's primary objective is to …