Chia-Feng Lu

2023

A radiomics-based deep learning approach to predict progression free-survival after tyrosine kinase inhibitor therapy in non-small cell lung cancer

Lu, C. F., Liao, C. Y., Chao, H. S., Chiu, H. Y., Wang, T. W., Lee, Y., Chen, J. R., Shiao, T. H., Chen, Y. M. & Wu, Y. T., 12月 2023, 於: Cancer Imaging. 23, 1, 9.

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5 引文斯高帕斯（Scopus）

Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial

Hsu, S. P., Lu, C. F., Lin, B. F., Tang, C. W., Kuo, I. J., Tsai, Y. A., Guo, C. Y., Lee, P. L., Shyu, K. K., Niddam, D. M. & Lee, I. H., 12月 2023, 於: Journal of NeuroEngineering and Rehabilitation. 20, 1, 27.

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1 引文斯高帕斯（Scopus）

Lesion delineation framework for vestibular schwannoma, meningioma and brain metastasis for gamma knife radiosurgery using stereotactic magnetic resonance images

Lee, W. K., Yang, H. C., Lee, C. C., Lu, C-F., Wu, C. C., Chung, W. Y., Wu, H. M., Guo, W. Y. & Wu, Y-T., 2月 2023, 於: Computer Methods and Programs in Biomedicine. 229, 107311.

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1 引文斯高帕斯（Scopus）

Magnetic resonance radiomics-derived sphericity correlates with seizure in brain arteriovenous malformations

Lin, J. Y., Lu, C-F., Hu, Y. S., Yang, H. C., Liu, Y. T., Loo, J. K., Lee, K. L., Liao, C. Y., Chang, F. C., Liou, K. D. & Lin, C. J., 2023, (Accepted/In press) 於: European Radiology.

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1 引文斯高帕斯（Scopus）

Predicting survival after radiosurgery in patients with lung cancer brain metastases using deep learning of radiomics and EGFR status

Liao, C. Y., Lee, C. C., Yang, H. C., Chen, C. J., Chung, W. Y., Wu, H. M., Guo, W. Y., Liu, R. S. & Lu, C. F., 6月 2023, 於: Physical and Engineering Sciences in Medicine. 46, 2, p. 585-596 12 p.

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Right arcuate fasciculus as outcome predictor after low-frequency repetitive transcranial magnetic stimulation in nonfluent aphasic stroke

Lin, B. F., Hon, F., Lin, M. Y., Tsai, P. Y. & Lu, C. F., 7月 2023, 於: European Journal of Neurology. 30, 7, p. 2031-2041 11 p.

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Toward consistency between humans and classifiers: Improved performance of a real-time brain–computer interface using a mutual learning system

Lin, C. Y., Lu, C. F., Jao, C. W., Wang, P. S. & Wu, Y. T., 15 9月 2023, 於: Expert Systems with Applications. 226, 120205.

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2022

Altered diffusivity of the subarachnoid cisterns in the rat brain following neurological disorders

Tazoe, J., Lu, C. F., Hsieh, B. Y., Chen, C. Y. & Kao, Y. C. J., 2022, (Accepted/In press) 於: Biomedical Journal.

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1 引文斯高帕斯（Scopus）

Automated coronary artery calcium scoring using nested U-Net and focal loss

Hong, J. S., Tzeng, Y. H., Yin, W. H., Wu, K. T., Hsu, H. Y., Lu, C. F., Liu, H. R. & Wu, Y. T., 1月 2022, 於: Computational and Structural Biotechnology Journal. 20, p. 1681-1690 10 p.

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2 引文斯高帕斯（Scopus）

Frontal asymmetry as a core feature of major depression: a functional near-infrared spectroscopy study

Tseng, H. J., Lu, C. F., Jeng, J. S., Cheng, C. M., Chu, J. W., Chen, M. H., Bai, Y. M., Tsai, S. J., Su, T. P. & Li, C. T., 17 5月 2022, 於: Journal of Psychiatry and Neuroscience. 47, 3, p. E186-E193

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4 引文斯高帕斯（Scopus）

Functional Near-Infrared Spectroscopy as a Target Navigator for rTMS Modulation in Patients with Hemiplegia: A Randomized Control Study

Chang, P. W., Lu, C. F., Chang, S. T. & Tsai, P. Y., 3月 2022, 於: Neurology and Therapy. 11, 1, p. 103-121 19 p.

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3 引文斯高帕斯（Scopus）

Functional Remodeling Associated With Language Recovery After Repetitive Transcranial Magnetic Stimulation in Chronic Aphasic Stroke

Lin, B. F., Yeh, S. C., Kao, Y. C. J., Lu, C. F. & Tsai, P. Y., 7 3月 2022, 於: Frontiers in Neurology. 13, 809843.

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6 引文斯高帕斯（Scopus）

Multiarea Brain Activation and Gait Deterioration During a Cognitive and Motor Dual Task in Individuals With Parkinson Disease

Liu, Y. C., Yang, Y. R., Yeh, N. C., Ku, P. H., Lu, C. F. & Wang, R. Y., 1 10月 2022, 於: Journal of Neurologic Physical Therapy. 46, 4, p. 260-269 10 p.

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1 引文斯高帕斯（Scopus）

Radiomics-Based Deep Learning Prediction of Overall Survival in Non-Small-Cell Lung Cancer Using Contrast-Enhanced Computed Tomography

Hou, K. Y., Chen, J. R., Wang, Y. C., Chiu, M. H., Lin, S. P., Mo, Y. H., Peng, S. C. & Lu, C. F., 8月 2022, 於: Cancers. 14, 15, 3798.

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15 引文斯高帕斯（Scopus）

Radiomics-Based Predictive Model of Radiation-Induced Liver Disease in Hepatocellular Carcinoma Patients Receiving Stereo-Tactic Body Radiotherapy

Shen, P. C., Huang, W. Y., Dai, Y. H., Lo, C. H., Yang, J. F., Su, Y. F., Wang, Y. F., Lu, C. F. & Lin, C. S., 3月 2022, 於: Biomedicines. 10, 3, 597.

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2 引文斯高帕斯（Scopus）

2021

Applying artificial intelligence to longitudinal imaging analysis of vestibular schwannoma following radiosurgery

Lee, C. C., Lee, W. K., Wu, C. C., Lu, C. F., Yang, H. C., Chen, Y. W., Chung, W. Y., Hu, Y. S., Wu, H. M., Wu, Y. T. & Guo, W. Y., 12月 2021, 於: Scientific reports. 11, 1, 3106.

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19 引文斯高帕斯（Scopus）

Comparison of conventional and radiomic features between¹⁸ f-fbpa pet/ct and pet/mr

Liao, C. Y., Jen, J. H., Chen, Y. W., Li, C. Y., Wang, L. W., Liu, R. S., Huang, W. S. & Lu, C. F., 11月 2021, 於: Biomolecules. 11, 11, 1659.

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4 引文斯高帕斯（Scopus）

Detection of Vestibular Schwannoma on Triple-parametric Magnetic Resonance Images Using Convolutional Neural Networks

Huang, T. H., Lee, W. K., Wu, C. C., Lee, C. C., Lu, C. F., Yang, H. C., Lin, C. Y., Chung, W. Y., Wang, P. S., Chen, Y. L., Wu, H. M., Guo, W. Y. & Wu, Y. T., 10月 2021, 於: Journal of Medical and Biological Engineering. 41, 5, p. 626-635 10 p.

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2 引文斯高帕斯（Scopus）

Early neuroimaging and ultrastructural correlates of injury outcome after neonatal hypoxic-ischaemia

Kao, Y. C. J., Chen, S. H., Lu, C. F., Hsieh, B. Y., Chen, C. Y., Chang, Y. C. & Huang, C. C., 2021, 於: Brain Communications. 3, 2, fcab048.

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1 引文斯高帕斯（Scopus）

Enhancement of radiosurgical treatment outcome prediction using mri radiomics in patients with non-small cell lung cancer brain metastases

Liao, C. Y., Lee, C. C., Yang, H. C., Chen, C. J., Chung, W. Y., Wu, H. M., Guo, W. Y., Liu, R-S. & Lu, C. F., 2 8月 2021, 於: Cancers. 13, 16, 4030.

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16 引文斯高帕斯（Scopus）

Fractionated deep-inspiration breath-hold ZTE Compared with Free-breathing four-dimensional ZTE for detecting pulmonary nodules in oncological patients underwent PET/MRI

Chang, C. Y., Lee, T. H., Liu, R. S., Li, C. Y., Yang, B. H., Chang, W. Y., Lin, T. P., Chang, C. W., Yao, S. F., Wei, T. C., Lin, C. Y., Shieh, C. C. & Lu, C. F., 12月 2021, 於: Scientific reports. 11, 1, 17636.

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1 引文斯高帕斯（Scopus）

Magnetic resonance radiomics features and prognosticators in different molecular subtypes of pediatric Medulloblastoma

Chang, F. C., Wong, T. T., Wu, K. S., Lu, C. F., Weng, T. W., Liang, M. L., Wu, C. C., Guo, W. Y., Chen, C. Y. & Hsieh, K. L. C., 7月 2021, 於: PLoS ONE. 16, 7 July 2021, e0255500.

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14 引文斯高帕斯（Scopus）

Prediction of pseudoprogression and long-term outcome of vestibular schwannoma after Gamma Knife radiosurgery based on preradiosurgical MR radiomics

Yang, H. C., Wu, C. C., Lee, C. C., Huang, H. E., Lee, W. K., Chung, W. Y., Wu, H. M., Guo, W. Y., Wu, Y. T. & Lu, C. F., 2月 2021, 於: Radiotherapy and Oncology. 155, p. 123-130 8 p.

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24 引文斯高帕斯（Scopus）

Using Fuzzy Classifier in Ensemble Method for Motor Imagery Electroencephalography Classification

Lin, C. Y., Lu, C. F., Lu, H. M., Jao, C. W., Wang, P. S. & Wu, Y. T., 12 7月 2021, 於: International Journal of Fuzzy Systems. 23, 8, p. 2417-2431 15 p.

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1 引文斯高帕斯（Scopus）

2020

A novel instrumented walker for individualized visual cue setting for gait training in patients with Parkinson’s disease

Wu, H. K., Chen, H. R., Chen, W. Y., Lu, C. F., Tsai, M. W. & Yu, C. H., 3 7月 2020, 於: Assistive Technology. 32, 4, p. 203-213 11 p.

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5 引文斯高帕斯（Scopus）

Combining analysis of multi-parametric MR images into a convolutional neural network: Precise target delineation for vestibular schwannoma treatment planning

Lee, W. K., Wu, C. C., Lee, C. C., Lu, C. F., Yang, H. C., Huang, T. H., Lin, C. Y., Chung, W. Y., Wang, P. S., Wu, H. M., Guo, W. Y. & Wu, Y. T., 7月 2020, 於: Artificial Intelligence in Medicine. 107, 101911.

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15 引文斯高帕斯（Scopus）

Use of contrast medium volume to guide prophylactic hydration to prevent acute kidney injury after contrast administration: A meta-analysis

Lee, H. C., Chuang, K. I., Lu, C. F., Chiang, Y., Wang, H. J. & Hsieh, K. L. C., 7月 2020, 於: American Journal of Roentgenology. 215, 1, p. 15-24 10 p.

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5 引文斯高帕斯（Scopus）

2019

Behavioral and structural effects of single and repeat closed-head injury

Kao, Y. C. J., Lui, Y. W., Lu, C. F., Chen, H. L., Hsieh, B. Y. & Chen, C. Y., 1 4月 2019, 於: American Journal of Neuroradiology. 40, 4, p. 601-608 8 p.

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9 引文斯高帕斯（Scopus）

Genetic predisposition and disease expression of bipolar disorder reflected in shape changes of the anterior limbic network

Lu, C. F., Wu, Y. T., Teng, S., Wang, P. S., Tu, P. C., Su, T. P., Jao, C. W. & Li, C. T., 9月 2019, 於: Brain Sciences. 9, 9, 240.

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2 引文斯高帕斯（Scopus）

Intra- and inter-modular connectivity alterations in the brain structural network of spinocerebellar ataxia type 3

Jao, C. W., Soong, B. W., Wang, T. Y., Wu, H. M., Lu, C. F., Wang, P. S. & Wu, Y. T., 1 3月 2019, 於: Entropy. 21, 3, 317.

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6 引文斯高帕斯（Scopus）

Novel gait training alters functional brain connectivity during walking in chronic stroke patients: A randomized controlled pilot trial

Chen, I. H., Yang, Y. R., Lu, C. F. & Wang, R. Y., 28 2月 2019, 於: Journal of NeuroEngineering and Rehabilitation. 16, 1, 33.

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13 引文斯高帕斯（Scopus）

2018

A Functional Near-Infrared Spectroscopy Study of State Anxiety and Auditory Working Memory Load

Tseng, Y. L., Lu, C. F., Wu, S. M., Shimada, S., Huang, T. & Lu, G. Y., 7 8月 2018, 於: Frontiers in Human Neuroscience. 12, 313.

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13 引文斯高帕斯（Scopus）

Assessing the selective therapeutic efficacy of superparamagnetic erlotinib nanoparticles in lung cancer by using quantitative magnetic resonance imaging and a nuclear factor kappa-B reporter gene system

Hsu, F. T., Liu, H. S., Ali, A. A. A., Tsai, P. H., Kao, Y. C., Lu, C. F., Huang, H. S. & Chen, C. Y., 4月 2018, 於: Nanomedicine: Nanotechnology, Biology, and Medicine. 14, 3, p. 1019-1031 13 p.

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23 引文斯高帕斯（Scopus）

Beta Event-Related Desynchronization Can Be Enhanced by Different Training Programs and Is Correlated with Improved Postural Control in Individuals with Parkinson's Disease

Cheng, F. Y., Yang, Y. R., Wu, Y. R., Lu, C. F., Cheng, S. J. & Wang, R. Y., 10月 2018, 於: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 10, p. 1957-1964 8 p., 8452960.

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5 引文斯高帕斯（Scopus）

Brain Activation and Gait Alteration during Cognitive and Motor Dual Task Walking in Stroke-A Functional Near-Infrared Spectroscopy Study

Liu, Y. C., Yang, Y. R., Tsai, Y. A., Wang, R. Y. & Lu, C. F., 12月 2018, 於: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 12, p. 2416-2423 8 p., 8509601.

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42 引文斯高帕斯（Scopus）

Machine learning–based radiomics for molecular subtyping of gliomas

Lu, C. F., Hsu, F. T., Hsieh, K. L. C., Kao, Y. C. J., Cheng, S. J., Hsu, J. B. K., Tsai, P. H., Chen, R. J., Huang, C. C., Yen, Y. & Chen, C. Y., 15 9月 2018, 於: Clinical Cancer Research. 24, 18, p. 4429-4436 8 p.

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195 引文斯高帕斯（Scopus）

2017

Cortical inhibitory and excitatory function in drug-naive generalized anxiety disorder

Li, C. T., Lu, C. F., Lin, H. C., Huang, Y. Z., Juan, C. H., Su, T. P., Bai, Y. M., Chen, M. H. & Lin, W. C., 5月 2017, 於: Brain Stimulation. 10, 3, p. 604-608 5 p.

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16 引文斯高帕斯（Scopus）

Differentiation of the infarct core from ischemic penumbra within the first 4.5 hours, using diffusion tensor imaging-derived metrics: A rat model

Kuo, D. P., Lu, C. F., Liou, M., Chen, Y. C., Chung, H. W. & Chen, C. Y., 1 3月 2017, 於: Korean Journal of Radiology. 18, 2, p. 269-278 10 p.

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9 引文斯高帕斯（Scopus）

Identification of epidermal growth factor receptor-positive glioblastoma using lipid-encapsulated targeted superparamagnetic iron oxide nanoparticles in vitro

Chen, H. L., Hsu, F. T., Kao, Y. C. J., Liu, H. S., Huang, W. Z., Lu, C. F., Tsai, P. H., Ali, A. A. A., Lee, G. A., Chen, R. J. & Chen, C. Y., 22 11月 2017, 於: Journal of Nanobiotechnology. 15, 1, 86.

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15 引文斯高帕斯（Scopus）

The involvement of supratentorial white matter in multiple system atrophy: a diffusion tensor imaging tractography study

Wang, P. S., Yeh, C. L., Lu, C. F., Wu, H. M., Soong, B. W. & Wu, Y. T., 1 3月 2017, 於: Acta Neurologica Belgica. 117, 1, p. 213-220 8 p.

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15 引文斯高帕斯（Scopus）

2015

Maintaining gait performance by cortical activation during dual-task interference: A functional near-infrared spectroscopy study

Lu, C. F., Liu, Y. C., Yang, Y. R., Wu, Y. T. & Wang, R. Y., 16 6月 2015, 於: PLoS ONE. 10, 6, 0129390.

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71 引文斯高帕斯（Scopus）

2014

Altered resting-state functional connectivity of striatal-thalamic circuit in bipolar disorder

Teng, S., Lu, C. F., Wang, P. S., Li, C. T., Tu, P. C., Hung, C. I., Su, T. P. & Wu, Y. T., 2 5月 2014, 於: PLoS ONE. 9, 5, e96422.

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33 引文斯高帕斯（Scopus）

Fractional anisotropy in corpus callosum is associated with facilitation of motor representation during ipsilateral hand movements

Chiou, S. Y., Wang, R. Y., Roberts, R. E., Wu, Y. T., Lu, C. F., Liao, K. K. & Yang, Y. R., 13 8月 2014, 於: PLoS ONE. 9, 8, e104218.

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11 引文斯高帕斯（Scopus）

Medullo-ponto-cerebellar white matter degeneration altered brain network organization and cortical morphology in multiple system atrophy

Lu, C. F., Wang, P. S., Lao, Y. L., Wu, H. M., Soong, B. W. & Wu, Y. T., 5月 2014, 於: Brain Structure and Function. 219, 3, p. 947-958 12 p.

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10 引文斯高帕斯（Scopus）

2013

Co-activation of primary motor cortex ipsilateral to muscles contracting in a unilateral motor task

Chiou, S. Y., Wang, R. Y., Liao, K. K., Wu, Y. T., Lu, C. F. & Yang, Y. R., 7月 2013, 於: Clinical Neurophysiology. 124, 7, p. 1353-1363 11 p.

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34 引文斯高帕斯（Scopus）

Cortical Shape and Curvedness Analysis of Structural Deficits in Remitting and Non-Remitting Depression

Liao, Y. L., Wang, P. S., Lu, C. F., Hung, C. I., Li, C. T., Lin, C. P., Hsieh, J. C., Su, T. P. & Wu, Y. T., 16 7月 2013, 於: PLoS ONE. 8, 7, e68625.

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8 引文斯高帕斯（Scopus）

Disrupted cerebellar connectivity reduces whole-brain network efficiency in multiple system atrophy

Lu, C. F., Soong, B. W., Wu, H. M., Teng, S., Wang, P. S. & Wu, Y. T., 3月 2013, 於: Movement Disorders. 28, 3, p. 362-369 8 p.

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25 引文斯高帕斯（Scopus）

Hemodynamic Segmentation of Brain Perfusion Images with Delay and Dispersion Effects Using an Expectation-Maximization Algorithm

Lu, C. F., Guo, W. Y., Chang, F. C., Huang, S. R., Chou, Y. C. & Wu, Y. T., 19 7月 2013, 於: PLoS ONE. 8, 7, e68986.

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3 引文斯高帕斯（Scopus）

Sculpting the Intrinsic Modular Organization of Spontaneous Brain Activity by Art

Lin, C. S., Liu, Y., Huang, W. Y., Lu, C. F., Teng, S., Ju, T. C., He, Y., Wu, Y. T., Jiang, T. & Hsieh, J. C., 26 6月 2013, 於: PLoS ONE. 8, 6, e66761.

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12 引文斯高帕斯（Scopus）

Using three-dimensional multigrid-based snake and multiresolution image registration for reconstruction of cranial defect

Liao, Y. L., Lu, C. F., Wu, C. T., Lee, J. D., Lee, S. T., Sun, Y. N. & Wu, Y. T., 2月 2013, 於: Medical and Biological Engineering and Computing. 51, 1-2, p. 89-101 13 p.

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11 引文斯高帕斯（Scopus）

盧 家鋒

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盧家鋒