[HTML][HTML] Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions
Removing the bias and variance of multicentre data has always been a challenge in large
scale digital healthcare studies, which requires the ability to integrate clinical features …
scale digital healthcare studies, which requires the ability to integrate clinical features …
[HTML][HTML] Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization
Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification
Structural magnetic resonance imaging (MRI) has shown great clinical and practical values
in computer-aided brain disorder identification. Multi-site MRI data increase sample size and …
in computer-aided brain disorder identification. Multi-site MRI data increase sample size and …
Locus coeruleus integrity from 7 T MRI relates to apathy and cognition in Parkinsonian disorders
Background Neurodegeneration in the locus coeruleus (LC) contributes to neuropsychiatric
symptoms in both Parkinson's disease (PD) and progressive supranuclear palsy (PSP) …
symptoms in both Parkinson's disease (PD) and progressive supranuclear palsy (PSP) …
Locus coeruleus integrity and the effect of atomoxetine on response inhibition in Parkinson's disease
Cognitive decline is a common feature of Parkinson's disease, and many of these cognitive
deficits fail to respond to dopaminergic therapy. Therefore, targeting other neuromodulatory …
deficits fail to respond to dopaminergic therapy. Therefore, targeting other neuromodulatory …
[HTML][HTML] An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field
Early and profound pathological changes are evident in the locus coeruleus (LC) in
dementia and Parkinson's disease, with effects on arousal, attention, cognitive and motor …
dementia and Parkinson's disease, with effects on arousal, attention, cognitive and motor …
[HTML][HTML] The traveling heads 2.0: multicenter reproducibility of quantitative imaging methods at 7 Tesla
Object This study evaluates inter-site and intra-site reproducibility at ten different 7 T sites for
quantitative brain imaging. Material and Methods Two subjects–termed the “traveling heads” …
quantitative brain imaging. Material and Methods Two subjects–termed the “traveling heads” …
Locus Coeruleus Integrity Is Linked to Response Inhibition Deficits in Parkinson's Disease and Progressive Supranuclear Palsy
Parkinson's disease (PD) and progressive supranuclear palsy (PSP) both impair response
inhibition, exacerbating impulsivity. Inhibitory control deficits vary across individuals and are …
inhibition, exacerbating impulsivity. Inhibitory control deficits vary across individuals and are …
[HTML][HTML] Emerging methods and applications of ultra-high field MR spectroscopic imaging in the human brain
Abstract Magnetic Resonance Spectroscopic Imaging (MRSI) of the brain enables insights
into the metabolic changes and fluxes in diseases such as tumors, multiple sclerosis …
into the metabolic changes and fluxes in diseases such as tumors, multiple sclerosis …
New prospects for ultra-high-field magnetic resonance imaging in multiple sclerosis
There is growing interest in imaging multiple sclerosis (MS) through the ultra-high-field
(UHF) lens, which currently means a static magnetic field strength of 7 T or higher. Because …
(UHF) lens, which currently means a static magnetic field strength of 7 T or higher. Because …