專任教師-生物醫學工程組   首頁 師資介紹 專任教師-生物醫學工程組
羅孟宗 教授 Men-Tzung Lo
從聘系所:
專線電話:27756
傳真電話:
E-mail :mzlo@ncu.edu.tw
學經歷

1999–2004    Ph.D. Degree

        ·         Graduate Institute of Communication Engineering of National Taiwan University, Taipei

·         Major in biomedical signal and image processing, biomedical imaging and drug delivery system.

1997–1999    Master Degree

        ·         Graduate Institute of Communication Engineering of National Taiwan University, Taipei

·         Major in communication engineering, digital signal processing, and blood flow estimation using ultrasound signals.

1993–1997    Bachelor Degree

·         Electrical Engineering of National Cheng-Kung University, Tainan

·         Major in Electrical Engineering.

論文著作區

Journal Paper  ( # equally first* corresponding author)

A. C. Yang, C. J. Hong, Y. J. Liou, K. L. Huang, C. C. Huang, M. E. Liu, MT Lo, NE Huang, CK Peng, CP Lin, SJ Tsai "Decreased restingstate brain activity complexity in schizophrenia characterized by both increased regularity and randomness," Human brain mapping, vol. 36, pp. 2174-2186, 2015. (SCI) (IF: 5.969, Rank: 27/252)

Y. Lin, C. Lin, I.-W. Sun, C.-C. Hsu, C.-K. Fang, M.-T. Lo, H-C Huang, S-I Liu "Resting respiratory sinus arrhythmia is related to longer hospitalization in mood-disordered repetitive suicide attempters," The World Journal of Biological Psychiatry, pp. 1-11, 2015 (SCI) (IF: 4.183, Rank: 26/140)

J. L. Wang, A. S. Lim, W. Y. Chiang, W. H. Hsieh, M. T. Lo, J. A. Schneider, AS Buchman, DA Bennett, K Hu, CB Saper, "Suprachiasmatic neuron numbers and restactivity circadian rhythms in older humans," Annals of neurology, 2015. (SCI) (IF:9.977, Rank: 5/192)

M.-T. Lo, Y.-C. Chang, C. Lin, H.-W. V. Young, Y.-H. Lin, Y.-L. Ho, C-K Peng, K Hu., "Outlier-resilient complexity analysis of heartbeat dynamics," Scientific reports, vol. 5, 2015. (SCI) (IF:5.578, Rank: 5/56)

H.-M. Yeh, Y.-C. Chang, C. Lin, C.-H. Yeh, C.-N. Lee, M.-K. Shyu, M-H Hung, P-N Hsiao, Y-H Wang, Y-H Tseng, J Tsao, L-P Lai, L-Y Lin , M-T Lo*, "A new method to derive fetal heart rate from maternal abdominal electrocardiogram: monitoring fetal heart rate during cesarean section," PloS one, vol. 10, p. e0117509, 2015. (SCI) (IF:3.234, Rank:8/56)

P.-F. Lin, J. Tsao, M.-T. Lo, C. Lin, and Y.-C. Chang, "Symbolic entropy of the amplitude rather than the instantaneous frequency of EEG varies in dementia," Entropy, vol. 17, pp. 560-579, 2015. (SCI) (IF: 1.502  Rank: 34/78)

P.-H. Tsai, S.-C. Chang, F.-C. Liu, J. Tsao, Y.-H. Wang, and M.-T. Lo*, "A Novel Application of Multiscale Entropy in Electroencephalography to Predict the Efficacy of Acetylcholinesterase Inhibitor in Alzheimer’s Disease," Computational and Mathematical Methods in Medicine, 2015. (SCI) (IF: 0.766, Rank: 48/56)

C.-H. Wang, C.-L. Tsai, P. Tseng, A. C. Yang, M.-T. Lo, C.-K. Peng, H.-Y. Wang, N. G. Muggleton, C.-H. Juan, and W.-K. Liang, "The association of physical activity to neural adaptability during visuo-spatial processing in healthy elderly adults: A multiscale entropy analysis," Brain and cognition, vol. 92, pp. 73-83, 2014. (SCI) (IF 2.477, Rank: 154/252)

Y.-H. Lin, H.-C. Huang, Y.-C. Chang, C. Lin, M.-T. Lo*, L.-Y. D. Liu, P.-R. Tsai, Y.-S. Chen, W.-J. Ko, Y.-L. Ho, M.-F. Chen, C.-K. Peng, and T. G Buchman, "Multi-scale symbolic entropy analysis provides prognostic prediction in patients receiving extracorporeal life support," Critical Care. Volume 18, pages. 548,  2014. (SCI) (IF: 4.476,  Rank: 5/27)

Y.-C. Chang, L.-K. Huon, V.-T. Pham, Y.-J. Chen, S.-F. Jiang, T. T.-F. Shih, T.-T Tran, Y.-H Wang, C Lin, J. Tsao, M.-T Lo*, P.-C. Wang, "Synchronized imaging and acoustic analysis of the upper airway in patients with sleep-disordered breathing," Physiological measurement. Volume. 35, pages. 2501-2512. Nov 2014. (SCI) (IF: 1.808, Rank: 50/73)

Y-Y Chang, A Chen, X-M Wu, T-P Hsu, L-Y D Liu, Y-H Chen, Y-W Wu, H-J Lin, R-B Hsu, C-M Lee, S-S Wang, M-T Lo, M-F Chen, Y-H Li, “Comparison the Prognostic Value of Galectin-3 and Serum Markers of Cardiac Extracellular Matrix Turnover in Patients with Chronic Systolic Heart Failure”, International journal of medical sciences. Volume 11, Issue 11, pages 1098-1106. August 2014. (SCI) (IF: 1.6, Rank: 65/150)

Y-C Chang, H-T Wu, H-R Chen, A-B Liu, J-J Yeh, M-T Lo, J-H Tsao, C-J Tang,  I-T Tsai, C-K Sun, “Application of a Modified Entropy Computational Method in Assessing the Complexity of Pulse Wave Velocity Signals in Healthy and Diabetic Subjects”, Entropy. Volumn 16, Issue 7, pages. 4032-4043, July 2014. (SCI) (IF: 1.6, Rank: 28/77)

J-R Yeh, M-T Lo, F-L Chang, L-C Hsu, “Complexity of human postural control in subjects with unilateral peripheral vestibularhypofunction”, Gait & posture. Volume 40, pp. 581–586, Jun 2014. (SCI) (IF: 2.752, Rank: 18/81)  DOI: 10.1016/j.gaitpost.2014.06.016

V-T Pham , T-T Tran , K-K Shyu, L-Y Lin,Y-H Wang, M-T Lo*, “Multiparae B-spline level set and incremental shape priors with applications to segmentation and tracking of left ventricle in cardiac MR images”, Machine Vision and Applications, Volume. 25, pages. 1967-1987, 2014. (* corresponding author) (SCI) (IF: 1.4, Rank: 65/115)

W-H Hsieh, C Escobar, T Yugay, M-T Lo, B Pittman-Polletta, R Salgado-Delgado, F A.J.L. Scheer, S A. Shea, R M. Buijs and K Hu, “Simulated Shift Work in Rats Perturbs Multiscale Regulation of Locomotor Activity”, J. R. Soc. Interface. Volume 11, Issue 96, May 2014, 20140318 (IF: 5.1, Rank: 5/56)

J.-R. Yeh, L.-C. Hsu, C. Lin, F.-L. Chang, and M.-T. Lo *. Nonlinear Analysis of Sensory Organization Test for Subjects with Unilateral Vestibular Dysfunction. PloS one, 9(3), e91230, Mar 2014. (* corresponding author) (SCI) (IF: 4.2, Rank: 7/56)

Y.-H. Wang, C.-H. Yeh, H.-W. V. Young, K. Hu, and M.-T. Lo *. On the computational complexity of the empirical mode decomposition algorithm. Physica A: Statistical Mechanics and its Applications. Volume 400, pages 159-167. April 2014 (* corresponding author) (SCI) (IF: 1.67, Rank: 28/83)

B. Pittman-Polletta, W.-H. Hsieh, S. Kaur, M.-T. Lo, and K. Hu. (2014). Detecting Phase-Amplitude Coupling with High Frequency Resolution using Adaptive Decompositions. Journal of neuroscience methods. Volume 226, Pages 15-32, April 2014. (SCI) (IF: 2.1, Rank: 44/75)

P-F. Lin, M.-T Lo, J. Tsao,, Y. C. Chang,, C Lin , Y.- L. Ho (2014). Correlations between the Signal Complexity of Cerebral and Cardiac Electrical Activity: A Multiscale Entropy Analysis. PloS one, Volume 9, Issure 2, e87798. February 2014. (SCI) (IF: 4.2, Rank: 7/56)

W.-K. Liang, M.-T. Lo, A.-C. Yang, C.-K. Peng, S.-K. Cheng, P. Tzeng, C.-H. Juan, “Revealing the brain’s adaptability and the transcranial direct current stimulation facilitating effect in inhibitory control by multiscale entropy.” NeuroImage. Volume 90,  April 2014, Pages 218–234. (SCI) (IF: 6.3, Rank: 3/120)

T.-C. Tuan#M.-T. Lo#,  Y.-J. Lin,  W.-H. Hsieh, C. Lin, N. E. Huang,  L.-W. Lo, T.-F. Chao, J. Liao,  Y.-C. Hsieh, T.-J. Wu,  S.-A. Chen, “The Use of Signal Analyses of Ventricular Tachycardia Electrograms to Predict the Response of Anti-tachycardia Pacing in Patients with Implantable Cardioverter-defibrillators”, Journal of Cardiovascular Electrophysiology, Volume 25, Issue 4, pages 411-417 April 2014.  (# equally first)(SCI) (IF: 3.5, Rank: 34/122)

A. C. Yang, C.-C. Huang, M.-E. Liu, Y.-J. Liou, C.-J. Hong, M.-T. Lo, N. E. Huang, C.-K. Peng, C-P Lin, S-J Tsai, "The APOE ε4 allele affects complexity and functional connectivity of resting brain activity in healthy adults", Human Brain Mapping , Volume 35, Issue 7, pages 3238–3248, July 2014 (IF: 6. 8, Rank: 1/12)

N. E. Huang,, V. Young, M.-T. Lo, Y.-H. Wang, C.-K. Peng, X. Chen, G. Wang, J. Deng, Z. Wu, “The Uniqueness of the Instantaneous Frequency Based on Intrinsic Mode Function.”  Advances in Adaptive Data Analysis, Volume 5, Issue 3, July 2013, Article ID 1350011.

J.-R. Yeh, C.-K. Peng, M.-T. Lo*, C.-H. Yeh, S.-C. Chen, C.-Y. Wang, P.-L. Lee, J.-H. Kang, “Investigating the interaction between heart rate variability and sleep EEG using nonlinear algorithms." Journal of Neuroscience Methods, Volume 219, Issue 2, Pages 233-239, October 2013. (* corresponding author) (SCI) (IF: 1.98, Rank: 48/72) 

A. C. Yang, S.-J. Wang, K.-L. Lai, C.-F. Tsai, C.-H. Yang, J.-P. Hwang, M.-T. Lo, N. E. Huang, C.-K. Peng, J.-L. Fuh, "Cognitive and neuropsychiatric correlates of EEG dynamic complexity in patients with Alzheimer’s disease." Progress in Neuro-Psychopharmacology and Biological Psychiatry, Volume 47, 2 December 2013, Pages 52–61  (IF: 3.5, Rank: 31/135) 

Y.-J. Lin#, M.-T. Lo#, C. Lin, S.-L. Chang, L.-W. Lo, Y.-F. Hu, W.-H. Hsieh, H.-Y. Chang, W.-Y. Lin, B. Hartono, D. Hanafy, H.-M. Tsao, N. E. Huang, S.-A. Chen, "Prevalence, Characteristics, Mapping, and Catheter Ablation of Potential Rotors in Nonparoxysmal Atrial Fibrillation ",   Circulation: Arrhythmia Electrophysiology, 2013; 6: 851-858 (# equally first) (SCI) (IF: 6.4, Rank: 16/117)

M.-T. Lo, L.-Y. Lin, W.-H. Hsieh, P C.-I. Ko, Y.-B. Liu, C. Lin, Y.-C. Chang, C.-Y. Wang; V H.-W. Young, W.-C. Chiang; J.-L. Lin, W.-J. Chen, M H.-M. Ma, "A New Method to Estimate the Amplitude Spectrum Analysis of Ventricular Fibrillation During Cardiopulmonary Resuscitation" Resuscitation ,Volume 84, Issue 11, November 2013, Pages 1505–1511 (SCI) (IF=4.1,2/24) Resuscitation highlights in 2013

H.-T. Wu, C.-C. Liu, M.-T. Lo, P.-C. Hsu, A.-B. Liu, K.-Y. Chang, C.-J. Tang, “Multiscale Cross-Approximate Entropy Analysis as a Measure of Complexity among the Aged and Diabetic,” Computational and Mathematical Methods in Medicine, 2013. Volume 2013, Article ID 324325, (SCI) (IF=0.791, 40/47)

H.-C. Chang, P.-L. Lee, M.-T. Lo, Y.-T. Wu, K.-W. Wang, and G.-Y. Lan, “Inter-Trial Analysis of Post-Movement Beta Activities in EEG Signals Using Multivariate Empirical Mode Decomposition,” IEEE Trans Neural Syst Rehabil Eng, 2013 Jul;21(4):607-15. (SCI) (IF=3.25, 3/63)

Y.-C. Liu, C.-S. Hung, Y.-W. Wu, Y.-C. Lee, Y.-H. Lin, C. Lin, M.-T. Lo, C.-C. Chan, H.-P. Ma, Y.-L. Ho, C.-H. Chen, "Influence of Non-Alcoholic Fatty Liver Disease on Autonomic Changes Evaluated by the Time Domain, Frequency Domain, and Symbolic Dynamics of Heart Rate Variability," PloS one, 2013, 8.4: e61803. (SCI)

H.-T. Wu, P.-C. Hsu, C.-K. Sun, A.-B. Liu, Z.-L. Lin, C.-J. Tang, M.-T. Lo* "Assessing Vascular Endothelial Function Using Frequency and Rank Order Statistics," Physica A: Statistical Mechanics and its Applications, Volume 392, Issue 15, 1 August 2013, Pages 3122–3131. (* corresponding author) (SCI) (IF=1.67,28/83)

H.-T. Wu, P.-C.  Hsu, C.-K.  Sun, H.-J.  Wang, C.-C.  Liu, H.-R.  Chen, A.-B.  Liu, C.-J. Tang, M.-T. Lo*, "Assessment of Autonomic Dysfunction in Patients with Type 2 Diabetes Using Reactive Hyperemia," Journal of Theoretical Biology, 2013 Aug 7;330:9-17(* corresponding author) (SCI) (22/83) (IF=2.351)

H.-T. Wu, M.-T. Lo, G.-H. Chen, C.-K. Sun and J.-J. ChenNovel application of a multiscale entropy index as a sensitive tool for detecting subtle vascular abnormalities in the aged and diabetic," Computational and Mathematical Methods in Medicine, Volume 2013, Article ID 645702. (SCI) (40/47) (IF=0.791)

Y.-J. Lin, M.-T. Lo#, C. Lin, S.-L. Chang, L.-W. Lo, Y.-F. Hu, T.-F. Chao, C.-H. Li, Y.-C. Chang, W.-H. Hsieh, F.-P. Chang, H.-T. Tsao, H.-Y. Chang, N.-E. Huang, and S.-A. Chen, "Nonlinear Analysis of Fibrillatory Electrograms Similarity to Optimize the Detection of Complex Fractionated Electrograms During Persistent Atrial Fibrillation," Journal of Cardiovascular Electrophysiology, 2013 May;24(3):280-9,2013 (# equally first)(SCI) (IF: 3.5, Rank: 34/122)

C.-H. Wu, P.-L. Lee, C.-H. Shu, C.-Y. Yang, M.-T. Lo, C.-Y. Chang, and J.-C. Hsieh, "Empirical Mode Decomposition-Based Approach for Intertrial Analysis of Olfactory Event-Related Potential Features," Chemosensory Perception, 12 Sep. 2012, DOI: 10.1007/ s12078-012-9134-8 (SCI) (IF: 1.64, Rank: 45/128)

M.-C. Aoi, K. Hu, M.-T. Lo, M. Selim, M.-S. Olufsen, and V. Novak, "Impaired Cerebral Autoregulation Is Associated with Brain Atrophy and Worse Functional Status in Chronic Ischemic Stroke," PLoS One(Epub 2012 Oct. 11.) (SCI)(IF: 4.351,  研究計畫區

2007-2007

Application of RFID in monitoring and improving the efficiency of  operating room

96-CGH-NCU-A3

CI (NTD 2,200,000)

2008-2011

Developing Hilbert-Huang Transform as an Adaptive Data Analysis Tool for Biomedical Research (sub-project: Application of HHT in exploring the complex inflammatory response in septic patients)

97-2627-B-008-006; 98-2627-B-008-005; 99-2627-B-008-003

PI (NTD 877000; NTD 702,000; NTD 702,000)

2008-2009

Assessment of t,he relation between entropy of atrial extracellular matrix and atrial fibrillation by harmonics optical microscopy

97-2314-B-002-139

CI (NTD 751,000)

2009-2010

Nonlinear analysis of ventricular fibrillation-signals from automated external defibrillation

98-2314-B-002-133

CI (NTD 857,000)

2009-2012

An Integrated and Multidisciplinary Approach to Improve the Quality of Cardiopulmonary

Resuscitation

98-2314-B-002-144-MY3

CI (NTD 3964,000)

2009-2009

Application of Hilbert-Huang transform to the multiple biosignals of the patients with obstructive sleep apnea during CPAP treatment

SKH-8302-98-DR-04

CI (NTD 350,000)

2010-2011

Quality and Safety Enhancement in Surgical and Critical Cares – Use of Data Mining and Computation for Disease Prediction and Care Improvement (sub-project: Developing prognostic parameters based on multi-physiological signals from critically ill patients)

99-CGH-NCU-A3

CI (2,992,239)

2011-2011

Multimodality Approaches to Investigate the Mechanism of Effective Sleep Homeostasis(sub-project: Sleep State Instability: Quantification and Modeling with Nonlinear Methods)

VGHUST100-G1-4-3

PI (NTD 648,761)

2011-2011

Application of Signal Analysis in the Ventricular Tachyarrhythmia (sub-project: Incorporation of Advanced Signal Analysis in the Ventricular Substrate Analysis and Algorithm for the Defibrillator)

VGHST100-G7-6-3

CI (NTD 1,200,000)

2011-2012

The influence of aldosterone on heart rate variability-from clinical to basic study

100-2314-B-002-139

CI (NTD 1,000,000)

2010-2013

Nonlinear analysis of ventricular fibrillation-from animal study to clinical application

99-2314-B-002-123-MY3

CI (NTD 2,249,000)

2011-2013

Probing the complex underlying mechanisms  over multiple time-scale in human cerebral autoregulation by novel Multimodal pressure-flow method - a comprehensive analysis of cerebral autoreglation by synchronized trancranial color Doppler

100-2221-E-008-008-MY2

PI  (NTD 1,335,000)

2012-2012

Development o Dynamical Biomarkers of Spontaneous Brain Activity

VGHUST101-G1-1-3

PI (NTD 654,000)

2013-2013

Understanding the Link Between Functional Brain Activity and Psychophysiology VGH VGHUST101-G1-1-3

PI (NTD 200,000)

2014-2014

Using Adaptive Data Analysis for ECG signals during Resuscitation as indicators of CPR Quality and Defibrillation: Bridging the Gap between Engineering and Medicine

102-2221-E-008 -008 –

PI (NTD 585,000)

2014-2017

ECG waveform analysis during chest compression in monitoring cardiopulmonary resuscitation(CPR) quality and timing of defibrillation-A seamless CPR model by adaptive shape function analysis

103-2221-E-008-006-MY3

PI (NTD 832,000, NTD 775,000, NTD 795,000)

2014-2014

Nonlinear Analysis of the Fibrillatory Electrogram Similarity to Ventricular Arrhythmias in Renal Denervation Heart Failure Rabbits

VGHUST103-G1-3-3

PI (NTD 1,000,000)

2014-2017

Realization of a wearable device for biomarker detection and cloud computation based feedback (Subproject 4 :  Developing a cloud-based dynamical causality analysis for longitudinal continuous data)

103-2218-E-008-006-

PI (PI (NTD 1,100,000; NTD 1,100,000; NTD 1,100,000))

2011-2014

Using Nonlinear Complexity Method for Analysis of the Correlation and Cross Talking Between Electroencephalography and Electrocardiography in Cardiovascular Disease

100-2220-E-002-020; 101-2220-E-002-020; 102-2220-E-002-008

CI (NTD 837,000; NTD 856,000; NTD 1,037,000)

2011-2014

Applying harmonic optical microscopy for 3-dimensional cell model of atrial fibrillation constructed by self-assembling peptide nanofiber scaffold

100-2314-B-002-114-MY3

CI (NTD 2,700,000)

2012-2015

Investigation on developing novel biomarkers and treatments in the patients with fibromyalgia

101-2314-B-038-002-MY3

CI (NTD 2,220,000)

專利區

U.S

·         M-T Lo, Y-J Lin, S-A Chen, Y-C Chang, C Lin, K-H Hsu, W-H Hsieh, H-Yi Lee, Norden E. Huang “System and method for improved complex fractionated electrogram ablation”, approved

·         Norden E HuangM-T LoZ-H WuX-Y Chen,”Method for quantifying and modeling degree of nonlinearity, combined nonlinearity, and nonstationarity”, US #8732113 B2

·         M-T LoL-Y LinP. C-I KoC. LinM. H.-M Ma; "System and method for predicting successful defibrillation for ventricular fibrillation cardiac arrest" US, #8,380,305

·         M-T Lo and Y. Liu, “Systems and methods for assessing dynamic cerebral autoregulation”, US, #8,211,022

·         M-T Lo and Y. Liu, “Accurate detection of sleep-distored breathing”, US# 8103,483

·         C.-Y. Wu, Y.-H. Chou, T.-J. Su and M-T Lo; “Method and related system for measuring intracranial pressure”, US, #7682310