Ho-Ling Liu

Dr. Ho-Ling Liu


Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 February 2018 in Radiology
Verified
Journal Article
Closed access
HWHsu-Huei Weng
Hsu-Huei Weng
KNKyle R. Noll
Kyle R. Noll
JJJason Johnson
Jason Johnson
SPSujit S. Prabhu
Sujit S. Prabhu
YTYuan-Hsiung Tsai
Yuan-Hsiung Tsai
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
This meta-analysis study showed that presurgical functional MR imaging for language mapping was moderately sensitive and specific in both the per-patient and per-tag analyses, and the methodology used in published studies was heterogeneous. Purpose To compare functional magnetic resonance (MR) imaging for language mapping (hereafter, language functional MR imaging) with direct cortical stimulation (DCS) in patients with brain tumors and to assess factors associated with its accuracy. Materials and Methods PubMed/MEDLINE and related databases were searched for research articles published between January 2000 and September 2016. Findings were pooled by using bivariate random-effects and hierarchic summary receiver operating characteristic curve models. Meta-regression and subgroup analyses were performed to evaluate whether publication year, functional MR imaging paradigm, magnetic field strength, statistical threshold, and analysis software affected classification accuracy. Results Ten articles with a total of 214 patients were included in the analysis. On a per-patient basis, the pooled sensitivity and specificity of functional MR imaging was 44% (95% confidence interval [CI]: 14%, 78%) and 80% (95% CI: 54%, 93%), respectively. On a per-tag ...

28 December 2023 in American Journal of Neuroradiology
Verified
Journal Article
Open access
PDF file
VKV.A. Kumar
V.A. Kumar
JLJ. Lee
J. Lee
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
JAJ.W. Allen
J.W. Allen
CFC.G. Filippi
C.G. Filippi
HSHaris Iqbal Sair
Haris Iqbal Sair
Resting-state (rs) fMRI has been shown to be useful for preoperative mapping of functional areas in patients with brain tumors and epilepsy. However, its lack of standardization limits its widespread use and hinders multicenter collaboration. The American Society of Functional Neuroradiology, American Society of Pediatric Neuroradiology, and the American Society of Neuroradiology Functional and Diffusion MR Imaging Study Group recommend specific rs-fMRI acquisition approaches and preprocessing steps that will further support rs-fMRI for future clinical use. A task force with expertise in fMRI from multiple institutions provided recommendations on the rs-fMRI steps needed for mapping of language, motor, and visual areas in adult and pediatric patients with brain tumor and epilepsy. These were based on an extensive literature review and expert consensus. Following rs-fMRI acquisition parameters are recommended: minimum 6-minute acquisition time; scan with eyes open with fixation; obtain rs-fMRI before both task-based fMRI and contrast administration; temporal resolution of ≤2 seconds; scanner field strength of 3T or higher. The following rs-fMRI preprocessing steps and parameters are recommended: motion correction (seed-based correlation analysis [SBC], independent component analysis [ICA]); despiking (SBC); volume censoring (SBC, ICA); nuisance regression of CSF and white matter signals (SBC); head motion regression (SBC, ICA); bandpass filtering (SBC, ICA); and spatial smoothing with a kernel size that is twice the effective voxel size (SBC, ICA). The consensus recommendations put forth for rs-fMRI acquisition and preprocessing steps will aid in standardization of practice and guide rs-fMRI program development across institutions. Standardized rs-fMRI protocols and processing pipelines are essential for multicenter trials and to implement rs-fMRI as part of standard clinical practice.

1 May 2017 in Experimental Neurology
Verified
Journal Article
Closed access
Ya-Tin LinYa-Tin Lin
Ya-Tin Lin
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
YDYuan-Ji Day
Yuan-Ji Day
CCChe-Chien Chang
Che-Chien Chang
PHPo-Hung Hsu
Po-Hung Hsu
JCJin-Chung Chen
Jin-Chung Chen

20 October 2020 in Neurosurgery
Verified
Journal Article
Closed access
KNKyle Noll
Kyle Noll
HCHenry S Chen
Henry S Chen
JWJeffrey S Wefel
Jeffrey S Wefel
VKVinodh A Kumar
Vinodh A Kumar
PHPing Hou
Ping Hou
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
BACKGROUND: Decline in neurocognitive functioning (NCF) often occurs following brain tumor resection. Functional connectomics have shown how neurologic insults disrupt cerebral networks underlying NCF, though studies involving patients with brain tumors are lacking. OBJECTIVE: To investigate the impact of brain tumor resection upon the connectome and relationships with NCF outcome in the early postoperative period. METHODS: A total of 15 right-handed adults with left perisylvian glioma underwent resting-state functional magnetic resonance imaging (rs-fMRI) and neuropsychological assessment before and after awake tumor resection. Graph theoretical analysis was applied to rs-fMRI connectivity matrices to calculate network properties. Network properties and NCF measures were compared across the pre- to postoperative periods with matched pairs Wilcoxon signed-rank tests. Associations between pre- to postoperative change in network and NCF measures were determined with Spearman rank-order correlations (ρ). RESULTS: A majority of the sample showed postoperative decline on 1 or more NCF measures. Significant postoperative NCF decline was found across measures of verbal memory, processing speed, executive functioning, receptive language, and a composite index. Regarding connectomic properties, betweenness centrality and assortativity were significantly smaller postoperatively, and reductions in these measures were associated with better NCF outcomes. Significant inverse associations (ρ = −.51 to −.78, all P < .05) were observed between change in language, executive functioning, and learning and memory, and alterations in segregation, centrality, and resilience network properties. CONCLUSION: Decline in NCF was common shortly following resection of glioma involving eloquent brain regions, most frequently in verbal learning/memory and executive functioning. Better postoperative outcomes accompanied reductions in centrality and resilience connectomic measures.

11 July 2020 in Cancer Imaging
Verified
Journal Article
Open access
PDF file
VKVinodh A. Kumar
Vinodh A. Kumar
IHIslam M. Heiba
Islam M. Heiba
SPSujit Prabhu
Sujit Prabhu
MCMelissa M. Chen
Melissa M. Chen
RCRivka R. Colen
Rivka R. Colen
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
Background: Task-based functional MRI (tb-fMRI) is a well-established technique used to identify eloquent cortex, but has limitations, particularly in cognitively impaired patients who cannot perform language paradigms. Resting-state functional MRI (rs-fMRI) is a potential alternative modality for presurgical mapping of language networks that does not require task performance. The purpose of our study is to determine the utility of rs-fMRI for clinical preoperative language mapping when tb-fMRI is limited. Methods: We retrospectively reviewed 134 brain tumor patients who underwent preoperative fMRI language mapping. rs-fMRI was post-processed with seed-based correlation (SBC) analysis, when language tb-fMRI was limited. Two neuroradiologists reviewed both the tb-fMRI and rs-fMRI results. Six neurosurgeons retrospectively rated the usefulness of rs-fMRI for language mapping in their patients. Results: Of the 134 patients, 49 cases had limited tb-fMRI and rs-fMRI was post-processed. Two neuroradiologists found rs-fMRI beneficial for functional language mapping in 41(84%) and 43 (88%) cases respectively; Cohen’s kappa is 0.83, with a 95% confidence interval (0.61, 1.00). The neurosurgeons found rs-fMRI “definitely” useful in 26 cases (60%) and “somewhat” useful in 13 cases (30%) in locating potential eloquent language centers of clinical interest. Six unsuccessful rs-fMRI cases were due to: head motion (2 cases), nonspecific functionality connectivity outside the posterior language network (1 case), and an unknown system instability (3 cases). Conclusions: This study is a proof of concept that shows SBC rs-fMRI may be a viable alternative for clinical language mapping when tb-fMRI is limited.

14 January 2011 in Medical Physics
Verified
Journal Article
Closed access
Ho-Ling LiuHo-Ling Liu
Ho-Ling Liu
YWYi-Ying Wu
Yi-Ying Wu
WYWei‐Shan Yang
Wei‐Shan Yang
CCChih‐Feng Chen
Chih‐Feng Chen
KLKun‐Eng Lim
Kun‐Eng Lim
YHYuan‐Yu Hsu
Yuan‐Yu Hsu