Chin-Fu Liu
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Explore the profile of Chin-Fu Liu including associated specialties, affiliations and a list of published articles.
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14
Citations
117
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Recent Articles
1.
Liu C, Younes L, Tong X, Hinkle J, Wang M, Phatak S, et al.
Brain Commun
. 2023 Sep;
5(5):fcad214.
PMID: 37744022
Huntington's disease is caused by a CAG repeat expansion in the Huntingtin gene (), coding for polyglutamine in the Huntingtin protein, with longer CAG repeats causing earlier age of onset....
2.
Liu C, Leigh R, Johnson B, Urrutia V, Hsu J, Xu X, et al.
Sci Data
. 2023 Aug;
10(1):548.
PMID: 37607929
To extract meaningful and reproducible models of brain function from stroke images, for both clinical and research proposes, is a daunting task severely hindered by the great variability of lesion...
3.
Hu B, Younes L, Bu X, Liu C, Ratnanather J, Paulsen J, et al.
Neuroimage Clin
. 2023 Aug;
39:103493.
PMID: 37582307
Changes in the brain of patients with Huntington's disease (HD) begin years before clinical onset, so it remains critical to identify biomarkers to track these early changes. Metrics derived from...
4.
Liu C, Zhao Y, Yedavalli V, Leigh R, Falcao V, Miller M, et al.
Commun Med (Lond)
. 2023 Jul;
3(1):95.
PMID: 37430103
Background: Although artificial intelligence systems that diagnosis among different conditions from medical images are long term aims, specific goals for automation of human-labor, time-consuming tasks are not only feasible but...
5.
Liu C, Li J, Kim G, Miller M, Hillis A, Faria A
Sci Rep
. 2023 Mar;
13(1):3784.
PMID: 36882475
The Alberta Stroke Program Early CT Score (ASPECTS) is a simple visual system to assess the extent and location of ischemic stroke core. The capability of ASPECTS for selecting patients'...
6.
Liu C, Hsu J, Xu X, Kim G, Sheppard S, Meier E, et al.
Sci Data
. 2023 Feb;
10(1):74.
PMID: 36739282
The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipated by clinicians and clinical...
7.
Zhao Y, Wang B, Liu C, Faria A, Miller M, Caffo B, et al.
Biometrics
. 2022 Oct;
79(3):2333-2345.
PMID: 36263865
Brain segmentation at different levels is generally represented as hierarchical trees. Brain regional atrophy at specific levels was found to be marginally associated with Alzheimer's disease outcomes. In this study,...
8.
Wang B, Caffo B, Luo X, Liu C, Faria A, Miller M, et al.
J R Stat Soc Ser C Appl Stat
. 2022 Aug;
71(3):541-561.
PMID: 35991528
A compositional tree refers to a tree structure on a set of random variables where each random variable is a node and composition occurs at each non-leaf node of the...
9.
Liu C, Hsu J, Xu X, Ramachandran S, Wang V, Miller M, et al.
Commun Med (Lond)
. 2022 May;
1:61.
PMID: 35602200
Background: Accessible tools to efficiently detect and segment diffusion abnormalities in acute strokes are highly anticipated by the clinical and research communities. Methods: We developed a tool with deep learning...
10.
3D Attention M-net for Short-axis Left Ventricular Myocardium Segmentation in Mice MR cardiac Images
Huang L, Jin A, Wei J, Tipre D, Liu C, Weiss R, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:3353-3357.
PMID: 34891958
Small rodent cardiac magnetic resonance imaging (MRI) plays an important role in preclinical models of cardiac disease. Accurate myocardial boundaries delineation is crucial to most morphological and functional analysis in...