35 results on '"Junhong Zhou"'
Search Results
2. Can molecular hydrogen supplementation enhance physical performance in healthy adults? A systematic review and meta-analysis.
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Kaixiang Zhou, Zhangyuting Shang, Chaoqun Yuan, Zhenxiang Guo, Yubo Wang, Dapeng Bao, and Junhong Zhou
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- 2024
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3. Complex training with blood flow restriction increases power output and bar velocity during half-squat jump: a pilot randomized controlled study.
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Limingfei Zhou, Yineng Tan, Jianyu Gan, Chunlei Li, Dapeng Bao, and Junhong Zhou
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BLOOD flow restriction training ,PLYOMETRICS ,VELOCITY ,BLOOD flow - Abstract
Purpose: This study examined the effects of 8-week complex training (CT) with blood flow restriction (BFR) on power output and bar velocity. Methods: Twenty-six healthy male university athletes (age: 19.40 ± 0.88 years) completed three sessions of CT with BFR (CT_BFRT, n = 13) or CT-only (i.e., control) (n = 13) per week (i.e., 24 sessions in total). Before and immediately after intervention, participants completed power measurement as assessed by one-repetition maximum (1RM) squat, squat jump (SJ), countermovement jump (CMJ), and mean power (MP), peak power (PP), mean bar velocity (Bar-MV), and peak bar velocity (Bar-PV) during the half-squat jump. Results: Two-way ANOVA models showed significant main effect of time (p < 0.001) but not group (p > 0.89) or interaction (p > 0.37) between group and time on 1RM of the squat, SJ, or CMJ; however, significant interactions were observed in MP (p = 0.03, Cohen's d = 1.39), PP (p = 0.03, Cohen's d = 1.14), Bar-MV (p = 0.049, Cohen's d = 1.26), and Bar-PV (p = 0.01, Cohen's d = 1.56). The post hoc analyses revealed that MP, PP, Bar-MV, and Bar-PV after CT with BFRT were significantly greater compared to all the other three conditions (i.e., pre-CT_ BFRT, pre- and post-CT-only). Conclusion: CT with BFR may induce significantly greater improvements in power output and bar velocity during half-squat jump and induce comparable improvements in 1RM of the squat, SJ, and CMJ of males as compared to CT only, suggesting this novel CT with BFR would be a promising strategy to enhance power performance in healthy male university athletes. [ABSTRACT FROM AUTHOR] more...
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- 2024
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4. Can molecular hydrogen supplementation reduce exercise-induced oxidative stress in healthy adults? A systematic review and meta-analysis.
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Yiting Li, Renjie Bing, Meng Liu, Zhangyuting Shang, Yan Huang, Kaixiang Zhou, Dapeng Bao, and Junhong Zhou
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- 2024
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5. Effects of endurance exercise on physiologic complexity of the hemodynamics in prefrontal cortex.
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Yinglu Hong, Dapeng Bao, Brad Manor, Yuncong Zhou, and Junhong Zhou
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This research paper explores the effects of endurance exercise and the intake of hydrogen gas on the complexity of hemodynamics in the prefrontal cortex (PFC). The study involved 24 healthy young men who completed endurance cycling exercise at different physical loads after either taking hydrogen gas or a placebo. The complexity of the PFC hemodynamics was measured using functional near-infrared spectroscopy (fNIRS) and quantified using multiscale entropy. The results showed that the fNIRS complexity was significantly greater during exercise compared to baseline, and the intake of hydrogen gas further increased the complexity. The study suggests that fNIRS complexity could be a marker for the adaptive capacity of the PFC to endurance exercise and interventions. [Extracted from the article] more...
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- 2024
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6. The comparison between effects of Taichi and conventional exercise on functional mobility and balance in healthy older adults: a systematic literature review and meta-analysis.
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Yiting Li, Meng Liu, Kaixiang Zhou, Gengxin Dong, Manor, Brad, Dapeng Bao, and Junhong Zhou
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- 2023
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7. Fronto-parietal theta high-definition transcranial alternating current stimulation may modulate working memory under postural control conditions in young healthy adults.
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Yanwen Xiao, Junhong Zhou, Rong Zhou, Yu Liu, Jiaojiao Lü, and Lingyan Huang
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TRANSCRANIAL alternating current stimulation ,SHORT-term memory ,DUAL-task paradigm ,PARIETAL lobe ,STIMULUS & response (Psychology) - Abstract
Objects: This study aimed to investigate the immediate effects of fronto-parietal θ HD-tACS on a dual task of working memory-postural control. Methods: In this within-subject cross-over pilot study, we assessed the effects of 20 min of 6 Hz-tACS targeting both the left dorsolateral prefrontal cortex (lDLPFC) and posterior parietal cortex (PPC) in 20 healthy adults (age: 21.6 ± 1.3 years). During each session, single- and dual-task behavioral tests (working memory single-task, static tandem standing, and a dual-task of working memory-postural control) and closed-eye resting-state EEG were assessed before and immediately after stimulation. Results: Within the tACS group, we found a 5.3% significant decrease in working memory response time under the dual-task following tACS (t = -3.157, p = 0.005, Cohen's d = 0.742); phase synchronization analysis revealed a significant increase in the phase locking value (PLV) of θ band between F3 and P3 after tACS (p = 0.010, Cohen's d = 0.637). Correlation analyses revealed a significant correlation between increased rs-EEG θ power in the F3 and P3 channels and faster reaction time (r = -0.515, p = 0.02; r = -0.483, p = 0.031, respectively) in the dual-task working memory task after tACS. However, no differences were observed on either upright postural control performance or rs-EEG results (p-values <0.05). Conclusion: Fronto-parietal θ HD-tACS has the potential of being a neuromodulatory tool for improving working memory performance in dual-task situations, but its effect on the modulation of concurrently performed postural control tasks requires further investigation. [ABSTRACT FROM AUTHOR] more...
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- 2023
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8. Effects of high-definition transcranial direct current stimulation on the cortical-muscular functional coupling and muscular activities of ankle dorsi-plantarflexion under running-induced fatigue.
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Jianglong Zhan, Changxiao Yu, Songlin Xiao, Bin Shen, Chuyi Zhang, Junhong Zhou, and Weijie Fu
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TRANSCRANIAL direct current stimulation ,FATIGUE (Physiology) ,TIBIALIS anterior ,ANKLE ,BLOOD lactate ,ROOT-mean-squares - Abstract
Transcranial direct current stimulation (tDCS) can improve motor control performance under fatigue. However, the influences of tDCS on factors contributing to motor control (e.g., cortical-muscular functional coupling, CMFC) are unclear. This double-blinded and randomized study examined the effects of high-definition tDCS (HD-tDCS) on muscular activities of dorsiflexors and plantarflexors and CMFC when performing ankle dorsi-plantarflexion under fatigue. Twenty-four male adults were randomly assigned to receive five sessions of 20-min HD-tDCS targeting primary motor cortex (M1) or sham stimulation. Three days before and 1 day after the intervention, participants completed ankle dorsi-plantarflexion under fatigue induced by prolonged running exercise. During the task, electroencephalography (EEG) of M1 (e.g., C1, Cz) and surface electromyography (sEMG) of several muscles (e.g., tibialis anterior [TA]) were recorded synchronously. The corticomuscular coherence (CMC), root mean square (RMS) of sEMG, blood lactate, and maximal voluntary isometric contraction (MVC) of ankle dorsiflexors and plantarflexors were obtained. Before stimulation, greater beta- and gamma-band CMC between M1 and TA were significantly associated with greater RMS of TA (r = 0.460-0.619, p = 0.001-0.024). The beta- and gamma-band CMC of C1-TA and Cz-TA, and RMS of TA and MVC torque of dorsiflexors were significantly higher after HDtDCS than those at pre-intervention in the HD-tDCS group and post-intervention in the control group (p = 0.002-0.046). However, the HD-tDCS-induced changes in CMC and muscle activities were not significantly associated (r = 0.050-0.128, p = 0.693-0.878). HD-tDCS applied over M1 can enhance the muscular activities of ankle dorsiflexion under fatigue and related CMFC. [ABSTRACT FROM AUTHOR] more...
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- 2023
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9. Microstructural and functional impairment of the basal ganglia in Wilson's disease: a multimodal neuroimaging study.
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Dongning Su, Zhijin Zhang, Zhe Zhang, Yawen Gan, Yingkui Zhang, Xinyao Liu, Jingfeng Bi, Lingyan Ma, Huiqing Zhao, Xuemei Wang, Zhan Wang, Huizi Ma, Sifat, Shairy, Junhong Zhou, Wei Li, Tao Wu, Jing Jing, and Tao Feng more...
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HEPATOLENTICULAR degeneration ,BASAL ganglia ,GLOBUS pallidus ,BRAIN imaging ,CAUDATE nucleus - Abstract
Objectives: Magnetic susceptibility changes in brain MRI of Wilson's disease (WD) patients have been described in subcortical nuclei especially the basal ganglia. The objectives of this study were to investigate its relationship with other microstructural and functional alterations of the subcortical nuclei and the diagnostic utility of these MRI-related metrics. Methods: A total of 22 WD patients and 20 healthy controls (HCs) underwent 3.0T multimodal MRI scanning. Susceptibility, volume, diffusion microstructural indices and whole-brain functional connectivity of the putamen (PU), globus pallidus (GP), caudate nucleus (CN), and thalamus (TH) were analyzed. Receiver operating curve (ROC) was applied to evaluate the diagnostic value of the imaging data. Correlation analysis was performed to explore the connection between susceptibility change and microstructure and functional impairment of WD and screen for neuroimaging biomarkers of disease severity. Results: Wilson's disease patients demonstrated increased susceptibility in the PU, GP, and TH, and widespread atrophy and microstructural impairments in the PU, GP, CN, and TH. Functional connectivity decreased within the basal ganglia and increased between the PU and cortex. The ROC model showed higher diagnostic value of isotropic volume fraction (ISOVF, in the neurite orientation dispersion and density imaging model) compared with susceptibility. Severity of neurological symptoms was correlated with volume and ISOVF. Susceptibility was positively correlated with ISOVF in GP. Conclusion: Microstructural impairment of the basal ganglia is related to excessive metal accumulation in WD. Brain atrophy and microstructural impairments are useful neuroimaging biomarkers for the neurological impairment of WD. [ABSTRACT FROM AUTHOR] more...
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- 2023
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10. Functional connectivity changes are correlated with sleep improvement in chronic insomnia patients after rTMS treatment.
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Lin Zhu, Ge Dang, Wei Wu, Junhong Zhou, Xue Shi, Xiaolin Su, Huixia Ren, Zian Pei, Xiaoyong Lan, Chongyuan Lian, Peng Xie, and Yi Guo
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FUNCTIONAL connectivity ,SLEEP quality ,TRANSCRANIAL magnetic stimulation ,INSOMNIACS ,PREFRONTAL cortex - Abstract
Background Repetitive transcranial magnetic stimulation (rTMS) has been increasingly used as a treatment modality for chronic insomnia disorder (CID). However, our understanding of the mechanisms underlying the efficacy of rTMS is limited. Objective This study aimed to investigate rTMS-induced alterations in resting-state functional connectivity and to find potential connectivity biomarkers for predicting and tracking clinical outcomes after rTMS. Methods Thirty-seven patients with CID received a 10-session low frequency rTMS treatment applied to the right dorsolateral prefrontal cortex. Before and after treatment, the patients underwent resting-state electroencephalography recordings and a sleep quality assessment using the Pittsburgh Sleep Quality Index (PSQI). Results After treatment, rTMS significantly increased the connectivity of 34 connectomes in the lower alpha frequency band (8-10 Hz). Additionally, alterations in functional connectivity between the left insula and the left inferior eye junction, as well as between the left insula and medial prefrontal cortex, were associated with a decrease in PSQI score. Further, the correlation between the functional connectivity and PSQI persisted 1 month after the completion of rTMS as evidenced by subsequent electroencephalography (EEG) recordings and the PSQI assessment. Conclusion Based on these results, we established a link between alterations in functional connectivity and clinical outcomes of rTMS, which suggested that EEG-derived functional connectivity changes were associated with clinical improvement of rTMS in treating CID. These findings provide preliminary evidence that rTMS may improve insomnia symptoms by modifying functional connectivity, which can be used to inform prospective clinical trials and potentially for treatment optimization. [ABSTRACT FROM AUTHOR] more...
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- 2023
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11. The alterations in multiple neurophysiological procedures are associated with frailty phenotype in older adults.
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Xin Jiang, Junhong Zhou, Chengyuan Yu, Wenbo Chen, Baofeng Huang, Yurong Chen, Lilian Zhong, Yi Guo, Qingshan Geng, and Yurun Cai
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STRUCTURAL equation modeling ,PILOT projects ,NEUROPHYSIOLOGY ,FRAIL elderly ,CHRONIC diseases ,DESCRIPTIVE statistics ,RESEARCH funding ,ODDS ratio ,LOGISTIC regression analysis ,PHENOTYPES ,COMORBIDITY ,SYMPTOMS ,OLD age - Abstract
Background: Older adults oftentimes suffer from the conditions in multiple physiologic systems, interfering with their daily function and thus contributing to physical frailty. The contributions of such multisystem conditions to physical frailty have not been well characterized. Methods: In this study, 442 (mean age = 71.4 ± 8.1 years, 235 women) participants completed the assessment of frailty syndromes, including unintentional weight loss, exhaustion, slowness, low activity, and weakness, and were categorized into frail (≥3 conditions), pre-frail (1 or 2 conditions), and robust (no condition) status. Multisystem conditions including cardiovascular diseases, vascular function, hypertension, diabetes, sleep disorders, sarcopenia, cognitive impairment, and chronic pain were assessed. Structural equation modeling examined the interrelationships between these conditions and their associations with frailty syndromes. Results: Fifty (11.3%) participants were frail, 212 (48.0%) were pre-frail, and 180 (40.7%) were robust. We observed that worse vascular function was directly associated with higher risk of slowness [standardized coefficient (SC) = 10.419, p < 0.001], weakness (SC = 10.367, p < 0.001), and exhaustion (SC = 10.347, p < 0.001). Sarcopenia was associated with both slowness (SC = 0.132, p = 0.011) and weakness (SC = 0.217, p = 0.001). Chronic pain, poor sleep quality, and cognitive impairment were associated with exhaustion (SC = 0.263, p < 0.001; SC = 0.143, p = 0.016; SC = 0.178, p = 0.004, respectively). The multinomial logistic regression showed that greater number of these conditions were associated with increased probability of being frail (odds ratio>1.23, p < 0.032). Conclusion: These findings in this pilot study provide novel insights into how multisystem conditions are associated with each other and with frailty in older adults. Future longitudinal studies are warranted to explore how the changes in these health conditions alter frailty status. [ABSTRACT FROM AUTHOR] more...
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- 2023
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12. The effects of cognitive impairment on the multi-scale dynamics of standing postural control during visual-search in older men.
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Junhong Zhou, Manor, Brad, McCarten, John Riley, Wade, Michael G., and Jor'dan, Azizah J.
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COGNITION disorders ,POSTURAL balance ,ONE-way analysis of variance ,TASK performance ,HUMAN multitasking ,T-test (Statistics) ,PSYCHOLOGICAL tests ,VISUAL perception ,DESCRIPTIVE statistics ,REPEATED measures design ,RESEARCH funding ,DATA analysis software ,OLD age - Abstract
Background: Cognitive impairment disrupts postural control, particularly when standing while performing an unrelated cognitive task (i.e., dual-tasking). The temporal dynamics of standing postural sway are "complex," and such complexity may reflect the capacity of the postural control system to adapt to task demands. We aimed to characterize the impact of cognitive impairment on such sway complexity in older adults. Methods: Forty-nine older adult males (Alzheimer's disease (AD): n = 21; mild cognitive impairment (MCI): n = 13; cognitively-intact: n=15) completed two 60-s standing trials in each of single-task and visual-search dual-task conditions. In the dualtask condition, participants were instructed to count the frequency of a designated letter in a block of letters projected on screen. The sway complexity of center-ofpressure fluctuations in anterior-posterior (AP) and medial-lateral (ML) direction was quantified using multiscale entropy. The dual-task cost to complexity was obtained by calculating the percent change of complexity from single-to dual-task condition. Results: Repeated-measures ANOVAs revealed significant main effects of group (F > 4.8, p < 0.01) and condition (F = 7.7, p < 0.007) on both AP and ML sway complexity; and significant interaction between group and condition for ML sway complexity (F = 3.7, p = 0.03). The AD group had the lowest dual-task ML complexity, as well as greater dual-task cost to ML (p = 0.03) compared to the other two groups. Visualsearch task accuracy was correlated with ML sway complexity in the dual-task condition (r = 0.42, p = 0.007), and the dual-task cost to ML sway complexity (r = 0.39, p = 0.01) across all participants. Conclusion: AD-related cognitive impairment was associated with a greater relative reduction in postural sway complexity from single- to dual-tasking. Sway complexity appears to be sensitive to the impact of cognitive impairment on standing postural control. [ABSTRACT FROM AUTHOR] more...
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- 2023
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13. The effects of 8-week complex training on lower-limb strength and power of Chinese elite female modern pentathlon athletes.
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Zining Qiao, Zhenxiang Guo, Bin Li, Meng Liu, Guozhen Miao, Limingfei Zhou, Dapeng Bao, and Junhong Zhou
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STRENGTH training ,RESISTANCE training ,AMPUTEES ,ATHLETES ,FEMALES ,ONE-way analysis of variance - Abstract
Complex training (CT) is a combination training method that alternates between performing high-load resistance training (RT) and plyometric training within one single session. The study aimed to examine the effects of CT on lower-limb strength and power of elite female modern pentathlon athletes under the new modern pentathlon format and competition rules. Ten female participants (age: 23.55 ± 2.22 years, weight: 60.59 ± 3.87 kg, height: 169.44 ± 4.57 cm, and training experience: 6.90 ± 2.08 years) of the national modern pentathlon team completed 8 weeks of RT as followed by 8 weeks of CT, with 2 weeks of break. Then, the participants conducted 8 weeks of CT, which included RT combined with plyometric training (e.g., drop jump and continuous jump). All stages of training were designed by the linear strength training period theories, requiring participants to train twice for the first 4 weeks and three times for the second 4 weeks. The one-repetition maximum (1RM) of squat, isometric mid-thigh pull (IMTP), counter-movement jump (CMJ), squat jump (SJ), pre-stretch augmentation percentage (PSAP), and reaction strength index (RSI) were assessed before and after both RT and CT training. One-way repeated-measure ANOVA models revealed that the 1RM of squat was significantly improved (p < 0.001) after RT as compared to pre-RT. No significant improvement in IMTP (p = 0.055), CMJ (p = 0.194), SJ (p = 0.692), PSAP (p = 0.087), and RSI (p = 0.238) was not observed. After CT, 1RM of squat (p < 0.001), IMTP (p < 0.035), CMJ (p < 0.001), SJ (p < 0.008), RSI (p < 0.006) were significant improved as compared to pre-RT, post-RT and pre-CT, while significant improvements in PSAP were observed as compared to pre-RT (p = 0.003) and pre-CT (p = 0.027), but not to post-RT (p = 0.156). This pilot study showed the promise of CT following RT to improve lower-limb strength and power in elite female modern pentathlon athletes. The findings are worthwhile to be confirmed in future studies with larger sample size and randomized design. [ABSTRACT FROM AUTHOR] more...
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- 2022
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14. Alterations of structure and functional connectivity of visual brain network in patients with freezing of gait in Parkinson's disease.
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Lu Gan, Rui Yan, Dongning Su, Zhu Liu, Guozhen Miao, Zhan Wang, Xuemei Wang, Huizi Ma, Yutong Bai, Junhong Zhou, and Tao Feng
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BRAIN physiology ,BRAIN anatomy ,NEUROLOGICAL disorders ,THREE-dimensional imaging ,ANALYSIS of variance ,FUNCTIONAL connectivity ,MAGNETIC resonance imaging ,GAIT disorders ,PSYCHOLOGICAL tests ,PARKINSON'S disease ,QUESTIONNAIRES ,DATA analysis software - Abstract
Freezing of gait (FOG) is a disabling gait disorder common in advanced stage of Parkinson's disease (PD). The gait performance of PD-FOG patients is closely linked with visual processing. Here, we aimed to investigate the structural and functional change of visual network in PD-FOG patients. Seventy-eight PD patients (25 with FOG, 53 without FOG) and 29 healthy controls (HCs) were included. All the participants underwent structural 3D T1-weighted magnetic resonance imaging (MRI) and resting state functional MRI scan. Our results demonstrated a significant decrease of right superior occipital gyrus gray matter density in PD-FOG relative to non-FOG (NFOG) patients and healthy controls (PD-FOG vs. PD-NFOG: 0.33 ± 0.04 vs. 0.37 ± 0.05, p = 0.005; PD-FOG vs. HC: 0.37 ± 0.05 vs. 0.39 ± 0.06, p = 0.002). Functional MRI revealed a significant decrease of connectivity between right superior occipital gyrus and right paracentral lobule in PD-FOG compared to PD-NFOG (p = 0.045). In addition, the connectivity strength was positively correlated with gray matter density of right superior occipital gyrus (r = 0.471, p = 0.027) and negatively associated with freezing of gait questionnaire (FOGQ) score (r = -0.562, p = 0.004). Our study suggests that the structural and functional impairment of visual-motor network might underlie the neural mechanism of FOG in PD. [ABSTRACT FROM AUTHOR] more...
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- 2022
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15. Effect of 12weeks of complex training on occupational activities, strength, and power in professional firefighters.
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Meng Liu, Kaixiang Zhou, Bin Li, Zhenxiang Guo, Yan Chen, Guozhen Miao, Limingfei Zhou, Haoyang Liu, Dapeng Bao, and Junhong Zhou
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OCCUPATIONAL training ,FIRE fighters ,SQUAT (Weight lifting) ,BENCH press ,RESISTANCE training - Abstract
Objective: This study examined the effects of 12-week complex training (CT) programs on professional firefighters' occupational activities, strength, and power. Methods: Thirty men professional firefighters were randomly assigned to the CT group (n = 15) and control group (n = 15). The CT group performed complex training and the control group completed resistance training (RT) twice a week over 12 weeks. The occupational activities, strength, and power were assessed at baseline and immediately after the intervention by measuring the performance of 100 m load-bearing run (100m LR), 60m shoulder ladder run (60m SLR), 5m × 20m shuttle run (5m × 20m SR), 4th-floor climbing rope (4th-floor CR), countermovement jump with arm swing (CMJas), seated medicine-ball throw (SMT), one-repetition maximum bench press (1RM BP), and one-repetition maximum back squat (1RM BS). Results: The results showed that compared to RT, CT induced significantly greater improvements in 60mSLR (p = 0.007), 4th-floor CR (p = 0.020), CMJas (p = 0.001), and SMT (p < 0.001). Conclusion: These findings suggest that CT is a novel intervention with great promise of improving professional firefighters' occupational activities, strength, and power. [ABSTRACT FROM AUTHOR] more...
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- 2022
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16. Combined balance and plyometric training enhances knee function, but not proprioception of elite male badminton players: A pilot randomized controlled study.
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Limingfei Zhou, Wangcheng Gong, Shixian Wang, Zhenxiang Guo, Meng Liu, Samuel Chuang, Dapeng Bao, and Junhong Zhou
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ELITE athletes ,PROPRIOCEPTION ,PLYOMETRICS ,KNEE ,POSTURAL balance - Abstract
Objectives: To investigate the effect of combined balance and plyometric training on knee function and proprioception of elite badminton athletes. Methods: Sixteen elite male badminton players (age: 20.5 ± 1.1 years, height: 177.8 ± 5.1 cm, weight: 68.1 ± 7.2 kg, and training experience: 11.4 ± 1.4 years) volunteered to participate and were randomly assigned to a combined balance and plyometric training (CT) (n = 8) and plyometric (PT) group (n = 8). The CT group performed balance combined with plyometric training three times a week over 6 weeks (40 min of plyometrics and 20 min of balance training); while the PT group undertook only plyometric training for the same period (3–4 sets × 8–12 reps for each exercise). Both groups had the same technical training of badminton. Results: The knee function and proprioception were assessed at baseline and after the intervention by measuring the performance of single-legged hop tests (LSI
O , LSIT , LSIC , LSIS ), standing postural sway (COPAP , COPML ), and LSI of dominant leg and non-dominant leg. The results showed that as compared to PT, CT induced significantly greater improvements in LSIT and LSIS (p < 0.001) and significant greater percent increase in NAP (p = 0.011). The changes in LSIO , LSIC , DAP , NAP , LSIAP , DML , NML , and LSIML induced by CT did not differ from that induced by PT (p > 0.213). Conclusion: In elite badminton players, intervention using CT holds great promise to augment the benefits for knee function compared to the intervention using PT only, and at the same time, with at least comparable benefits for proprioception. Future studies are needed to examine and confirm the results of this study. [ABSTRACT FROM AUTHOR] more...- Published
- 2022
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17. Construction of Women’s All-Around Speed Skating Event Performance Prediction Model and Competition Strategy Analysis Based on Machine Learning Algorithms.
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Meng Liu, Yan Chen, Zhenxiang Guo, Kaixiang Zhou, Limingfei Zhou, Haoyang Liu, Dapeng Bao, and Junhong Zhou
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ntroduction: Accurately predicting the competitive performance of elite athletes is an essential prerequisite for formulating competitive strategies. Women’s all-around speed skating event consists of four individual subevents, and the competition system is complex and challenging to make accurate predictions on their performance. Objective: The present study aims to explore the feasibility and effectiveness of machine learning algorithms for predicting the performance of women’s all-around speed skating event and provide effective training and competition strategies. Methods: The data, consisting of 16 seasons of world-class women’s all-around speed skating competition results, used in the present study came from the International Skating Union (ISU). According to the competition rules, distinct features are filtered using lasso regression, and a 5,000 m race model and a medal model are built using a fivefold cross-validation method. Results: The results showed that the support vector machine model was the most stable among the 5,000 m race and the medal models, with the highest AUC (0.86, 0.81, respectively). Furthermore, 3,000 m points are the main characteristic factors that decide whether an athlete can qualify for the final. The 11th lap of the 5,000 m, the second lap of the 500 m, and the fourth lap of the 1,500 m are the main characteristic factors that affect the athlete’s ability to win medals. Conclusion: Compared with logistic regression, random forest, K-nearest neighbor, naive Bayes, neural network, support vector machine is a more viable algorithm to establish the performance prediction model of women’s all-around speed skating event; excellent performance in the 3,000 m event can facilitate athletes to advance to the final, and athletes with outstanding performance in the 500 m event are more likely competitive for medals. [ABSTRACT FROM AUTHOR] more...
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- 2022
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18. Design and Finite Element Analysis of a Novel Permanent Magnet Assisted Reluctance Synchronous Motor.
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Xianming Deng, Ran Li, Lei Hao, Ankang Zhang, and Junhong Zhou
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PERMANENT magnets ,FINITE element method ,RELUCTANCE motors ,AIR gap flux ,SYNCHRONOUS electric motors ,ACTINIC flux - Abstract
In this paper, a permanent magnet assisted synchronous reluctance machine (PMASRM) with optimized permanent magnet width and asymmetric rotor structure is proposed. A typical PMASRM is selected as the reference motor (Pre-optimized PMASRM). In order to reduce the large torque ripple of conventional PMASRM, an optimization method to design the permanent magnet width is investigated and the Optimized Magnet-width PMASRM is proposed. On this basis, an asymmetric flux barriers structure is proposed to further reduce the torque ripple. Some electromagnetic characteristics including air-gap flux density, no-load back EMF and motor efficiency are examined by Finite Element Analysis (FEA). The simulation results show that the proposed PMASRM can not only decrease the harmonic component of no-load back EMF obviously, but also reduce the torque ripple in steady-state operation, which proves the rationality of the motor structure. [ABSTRACT FROM AUTHOR] more...
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- 2020
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19. Clinical Value of Differential lncRNA Expressions in Diagnosis of Giant Cell Tumor of Bone and Tumor Recurrence.
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Ping Jiang, Yuanli Li, Xin Yang, Junhong Zhou, and Peng Wei
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GIANT cell tumors ,BONE cells ,REGULATOR genes ,BONES ,DIAGNOSIS - Abstract
Background: There is currently no clinical biomarker for the early diagnosis of giant cell tumor of bone. Longchain non-coding RNAs (lncRNAs) have a wide range of important gene regulatory functions and play an important role in the occurrence and development of various malignant tumors. This study mainly screened the differential expression of lncRNAs in patients with giant cell tumor of bone by gene chip technology, verified the biological function. We tried to establish a reference basis for early diagnosis of tumor and prediction of tumor recurrence. Methods: From September 2018 to September 2019, we randomly selected 20 cases of primary giant cell tumor of bone and 20 cases of recurrent giant cell tumor of bone, and 20 cases of bone trauma tissue. First, the differential expression of incRNAs in the bone tissue of the patients was evaluated via utilizing gene chip technology. The gene chip was Human LncRNA Array v 3.0 (8 x 60 K) was completed by Shanghai Kangcheng Biotechnology Co., Ltd. The DAVID online analysis platform was used to analyze the differentially expressed genes by GO and KEGG pathways. The target lncRNAs were screened; real-time quantitative PCR (qRT-PCR) was used to verify the relative expression levels of target lncRNAs in bone tissue and serum of three groups of patients. Results: Using gene chip technology screening, fold-change (FC) value > 2.0 was used as standard. A total of 1,254 differentially expressed lncRNAs were detected of which 896 were up-regulated and 358 were down-regulated. Additionally, a total of 106 differentially expressed lncRNAs were detected with FC values > 10.0. Among these, 72 lncRNAs were upregulated and 34 lncRNAs were downregulated. We then selected two lncRNAs with up-regulation and down-regulation with the largest fold difference. qRT-PCR analytical results showcased that the expression of AK124776 in bone tissue and serum of patients in the recurrent group was significantly higher than that of the initial group and the normal group. Conversely, for RP11-160A10.2, the expression level in the recurrent group was significantly lower than that in the initial group, and the normal group was the highest; the difference was statistically significant (p < 0.05). Finally, we used the expression levels of AK124776 and RP11-160A10.2 in each group as the diagnostic indicators. According to the receiver operating curve (ROC), the accuracy of AK- 124776 and RP11-160A10.2 in the diagnosis of giant cell tumor of bone (area under the curve), the AUC was 0.865 and 0.877, respectively; the accuracy of predicting recurrence of giant cell tumor of bone was 0.832 and 0.841, respectively. Conclusions: The early detection of differential expression of lncRNAs in the serum of patients with giant cell tumor of bone is important for the diagnosis of disease and prediction of recurrence. The establishment of stable expression of lncRNAs and simple and easy detection methods are of great value for guiding clinical application. [ABSTRACT FROM AUTHOR] more...
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- 2020
- Full Text
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20. Editorial: Advances and challenges of non-invasive brain stimulation in age-related neurodegenerative diseases, volume II.
- Author
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Yi Guo, Wei Wu, and Junhong Zhou
- Subjects
TREATMENT of neurodegeneration ,TRANSCRANIAL magnetic stimulation ,SERIAL publications ,TRANSCRANIAL direct current stimulation ,NEURODEGENERATION ,DISEASE risk factors ,OLD age - Published
- 2023
- Full Text
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21. Design and Finite Element Analysis of a Novel Reverse Salient Pole Permanent Magnet Synchronous Motor.
- Author
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Xianming Deng, Shusheng Gong, Ran Li, and Junhong Zhou
- Subjects
PERMANENT magnet motors ,FINITE element method ,AIR gap flux ,PERMANENT magnets ,ACTINIC flux ,POLISH people - Abstract
Since traditional permanent magnet synchronous motor (PMSM) with salient pole effect has a lower d- than q-axis inductance, the maximum torque has a power angle higher than 90 degrees, which poses threat to demagnetization when the motor runs under load. To solve the problem, a novel PMSM with reverse salient pole is designed and optimized to realize the characteristic of L
d > Lq in this paper. Firstly, the electromagnetic design of reverse salient pole PMSM is carried out, followed by finite element analysis (FEA) of traditional PMSM and reverse salient pole PMSM. The simulation results show that air-gap flux density and no-load back EMF of reverse salient pole PMSM is closer to sinusoidal wave compared with the traditional PMSM. The danger of permanent magnet demagnetization is reduced due to Ld > Lq . In addition, reverse salient pole PMSM improves the maximum torque and overload capacity and has less loss and higher efficiency in steady-state operation. Finally, the optimal design of reverse salient pole PMSM is carried out. From the comparison of the simulation results, the optimized structure is superior to reverse salient pole PMSM in these performances, which shows that the design is reasonable. [ABSTRACT FROM AUTHOR] more...- Published
- 2019
22. Gait Speed and Gait Variability Are Associated with Different Functional Brain Networks.
- Author
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On-Yee Lo, Halko, Mark A., Junhong Zhou, Harrison, Rachel, Lipsitz, Lewis A., and Manor, Brad
- Subjects
BRAIN ,GAIT disorders ,MUSCULOSKELETAL system ,NEUROLOGICAL disorders ,FUNCTIONAL magnetic resonance imaging - Abstract
Gait speed and gait variability are clinically meaningful markers of locomotor control that are suspected to be regulated by multiple supraspinal control mechanisms. The purpose of this study was to evaluate the relationships between these gait parameters and the functional connectivity of brain networks in functionally limited older adults. Twelve older adults with mild-to-moderate cognition "executive" dysfunction and relatively slow gait, yet free from neurological diseases, completed a gait assessment and a restingstate fMRI. Gait speed and variability were associated with the strength of functional connectivity of different brain networks. Those with faster gait speed had stronger functional connectivity within the frontoparietal control network (R D 0.61, p D 0.04). Those with less gait variability (i.e., steadier walking patterns) exhibited stronger negative functional connectivity between the dorsal attention network and the default network (R D 0.78, p < 0.01). No other significant relationships between gait metrics and the strength of within- or between- network functional connectivity was observed. Results of this pilot study warrant further investigation to confirm that gait speed and variability are linked to different brain networks in vulnerable older adults. [ABSTRACT FROM AUTHOR] more...
- Published
- 2017
- Full Text
- View/download PDF
23. Sub-sensory vibratory noise augments the physiologic complexity of postural control in older adults.
- Author
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Junhong Zhou, Lipsitz, Lewis, Habtemariam, Daniel, Manor, Brad, and Zhou, Junhong
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OLDER people physiology ,PHYSIOLOGY ,POSTURE ,ACOUSTIC transients ,DISSONANCE (Music theory) ,ADULT education ,POSTURAL balance ,FOOT ,NOISE ,SENSORY perception ,PHYSICS ,RESEARCH funding ,VIBRATION (Mechanics) ,VISION ,HUMAN research subjects ,ACOUSTIC stimulation - Abstract
Background: Postural control requires numerous inputs interacting across multiple temporospatial scales. This organization, evidenced by the "complexity" contained within standing postural sway fluctuations, enables diverse system functionality. Age-related reduction of foot-sole somatosensation reduces standing postural sway complexity and diminishes the functionality of the postural control system. Sub-sensory vibrations applied to the foot soles reduce the speed and magnitude of sway and improve mobility in older adults. We thus hypothesized that these vibration-induced improvements to the functionality of the postural control system are associated with an increase in the standing postural sway complexity.Method: Twelve healthy older adults aged 74 ± 8 years completed three visits to test the effects of foot sole vibrations at 0 % (i.e., no vibration), 70 and 85 % of the sensory threshold. Postural sway was assessed during eyes-open and eyes-closed standing. The complexity of sway time-series was quantified using multiscale entropy. The timed up-and-go (TUG) was completed to assess mobility.Results: When standing without vibration, participants with lower foot sole vibratory thresholds (better sensation) had greater mediolateral (ML) sway complexity (r (2) = 0.49, p < 0.001), and those with greater ML sway complexity had faster TUG times (better mobility) (r (2) = 0.38, p < 0.001). Foot sole vibrations at 70 and 85 % of sensory threshold increased ML sway complexity during eyes-open and eyes-closed standing (p < 0.0001). Importantly, these vibration-induced increases in complexity correlated with improvements in the TUG test of mobility (r (2) = 0.15 ~ 0.42, p < 0.001 ~ 0.03).Conclusions: Sub-sensory foot sole vibrations augment the postural control system functionality and such beneficial effects are reflected in an increase in the physiologic complexity of standing postural sway dynamics. [ABSTRACT FROM AUTHOR] more...- Published
- 2016
- Full Text
- View/download PDF
24. Reduction of Dual-task Costs by Noninvasive Modulation of Prefrontal Activity in Healthy Elders.
- Author
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Manor, Brad, Junhong Zhou, Jor'dan, Azizah, Jue Zhang, Jing Fang, and Pascual-Leone, Alvaro
- Subjects
PREFRONTAL cortex ,COST analysis ,NONINVASIVE diagnostic tests ,TASK performance ,TRANSCRANIAL direct current stimulation - Abstract
Dual tasking (e.g., walking or standing while performing a cognitive task) disrupts performance in one or both tasks, and such dual-task costs increase with aging into senescence. Dual tasking activates a network of brain regions including pFC. We therefore hypothesized that facilitation of prefrontal cortical activity via transcranial direct current stimulation (tDCS) would reduce dual-task costs in older adults. Thirtyseven healthy older adults completed two visits during which dual tasking was assessed before and after 20 min of real or sham tDCS targeting the left pFC. Trials of single-task standing, walking, and verbalized serial subtractions were completed, along with dual-task trials of standing or walking while performing serial subtractions. Dual-task costs were calculated as the percent change in markers of gait and postural control and serial subtraction performance, from single to dual tasking. Significant dual-task costs to standing, walking, and serial subtraction performance were observed before tDCS (p < .01). These dual-task costs were less after real tDCS as compared with sham tDCS as well as compared with either pre-tDCS condition (p < .03). Further analyses indicated that tDCS did not alter single task performance but instead improved performance solely within dual-task conditions (p < .02). These results demonstrate that dual tasking can be improved by modulating prefrontal activity, thus indicating that dual-task decrements are modifiable and may not necessarily reflect an obligatory consequence of aging. Moreover, tDCS may ultimately serve as a novel approach to preserving dual-task capacity into senescence. [ABSTRACT FROM AUTHOR] more...
- Published
- 2016
- Full Text
- View/download PDF
25. Agent-based service-oriented dynamic resource allocation.
- Author
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Chak-Huah Tan, Yi-Zhi Zhao, Ming Luo, Liemhetcharat, S., Jing-Bing Zhang, Ming-Mao Wong, and Junhong Zhou
- Published
- 2008
- Full Text
- View/download PDF
26. Semantic enhanced rule driven workflow execution in Collaborative Virtual Enterprise.
- Author
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Wei Ren, Gang Chen, Zhonghua Yang, Junhong Zhou, Jing Bing Zhang, Chor Ping Low, David Chen, and Chengzheng Sun
- Published
- 2008
- Full Text
- View/download PDF
27. Ant colony optimization and mutual information hybrid algorithms for feature subset selection in equipment fault diagnosis.
- Author
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Junhong Zhou, Ruisheng Ng, and Xiang Li
- Published
- 2008
- Full Text
- View/download PDF
28. Mode Tracking of Hybrid Systems in FDI Framework.
- Author
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Arogeti, S.A., Danwei Wang, Chang Boon Low, Hong Dan Zhang, and Junhong Zhou
- Published
- 2008
- Full Text
- View/download PDF
29. Multi-modal Sensing for Machine Health Monitoring in High Speed Machining.
- Author
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Hao Zeng, Teck Beng Thoe, Xiang Li, and Junhong Zhou
- Published
- 2006
- Full Text
- View/download PDF
30. An Intelligent Predictive Engine for Milling Machine Prognostic Monitoring.
- Author
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Xiang Li, Junhong Zhou, Hao Zeng, Yoke San Wong, and Geok Soon Hong
- Published
- 2006
- Full Text
- View/download PDF
31. Toward low-sensitive and high-energetic co-crystal II: structural, electronic and energetic features of CL-20 polymorphs and the observed CL-20-based energetic--energetic co-crystals.
- Author
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Chaoyang Zhang, Xianggui Xue, Yaofeng Cao, Junhong Zhou, Anbang Zhang, Hongzhen Li, Yang Zhou, Ruijuan Xu, and Tao Gao
- Subjects
EXPLOSIVES ,CRYSTAL structure research ,CRYSTALLIZATION ,THERMODYNAMICS research ,CHEMICAL research - Abstract
2,4,6,8-Hexanitro-2,4,6,8,10,12-hexaazatetracyclododecane (CL-20) is the most powerful explosive applied, and CL-20-based energetic--energetic co-crystals are promising new alternative explosives with tunable power and safety, resulting in much interest in them. This work discusses the structural, electronic and energetic features of three CL-20 polymorphs, β, γ and ε forms, and three CL-20-based energetic--energetic co-crystals, CL-20/TNT, CL-20/HMX and CL-20/BTF. As a result, we find that, relative to the pure CL-20 polymorphs, the co-crystallization of CL-20 with HMX, TNT and BTF cause little molecular deformation except from some torsion of its nitro groups, and the narrower band gaps. And dominantly, the O⋯O, O⋯H and O⋯N interactions hold all the crystal packing. There is possibly thermodynamic and kinetic dominance in the CL-20/TNT and CL-20/HMX, and CL-20/BTF co-crystallization, respectively, in terms of their formation energy. Further, a rough criterion for predicting energetic co-crystal formation is obtained, as the solubility parameter difference of two coformers of a binary energetic co-crystal is less than 8 MPa
0.5 . [ABSTRACT FROM AUTHOR] more...- Published
- 2014
- Full Text
- View/download PDF
32. Advanced P-Tree based K-Nearest neighbors for customer preference reasoning analysis.
- Author
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Xiang Li, Daming Shi, Charastrakul, Varoon, and Junhong Zhou
- Subjects
ALGORITHMS ,ELECTRONIC systems ,CONSUMER behavior ,MANUFACTURING processes ,PRODUCT management ,QUALITY function deployment - Abstract
This paper presents an Advanced P-Tree based K-Nearest Neighbor (AP-KNN) algorithm for text categorization to capture useful information from customer open-end answers via an intelligent survey system. The “intelligence” of this survey system is built in its text categorization module which can classify customers’ feedbacks on certain characteristics of the products in concern. A software prototype system is developed based on the AP-KNN algorithm. The prototype system allows online questionnaire design, online customer feedback collection, digitisation of linguistic feedback and customer preference reasoning and motivation analysis. The system could significantly shorten the survey and analysis time and is thus expected to reduce design cycle time for new product development. To test the AP-KNN, a case study was carried out in a survey for developing portable audio products. The study shows that AP-KNN performed much better than the original P-Tree based KNN in terms of speed and accuracy. [ABSTRACT FROM AUTHOR] more...
- Published
- 2009
- Full Text
- View/download PDF
33. Self-tuning PID control of a plant with under-damped response with specifications on gain and phase margins.
- Author
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Weng Khuen Ho, Chang Chieh Hang, and Junhong Zhou
- Published
- 1997
- Full Text
- View/download PDF
34. Design and Research of High-accuracy and Intelligence Test Device for Gas Water Heater Energy Efficiency.
- Author
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Zhongjie Wu, Dinghua Xu, Haiyun Zhang, Chenzhe Hang, and Junhong Zhou
- Published
- 2020
- Full Text
- View/download PDF
35. Hierarchical recognition methods for multi-class objects-dynamic binary tree and dynamic multi-branch tree.
- Author
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Danqing Hu, Junhong Zhou, and Runsheng Wang
- Published
- 1996
- Full Text
- View/download PDF
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