welcome to Department of Biomedical Sciences & Engineering.

Faculties in Biomedical Engineering (Bioelectronics and Computer Science)

Distinguished Professor & Chairman Men-Tzung Lo

Posted on: 2021-06-08
Specialties:Bioelectronics、Signal and Image Processing、Digital Health、Cardiac Electrophysiology、Nonlinear Dynamics、Complex Systems、Computer Simulation
Contact Information:03-4227151 (27756)
E-mail:mzlo@ncu.edu.tw
Personal Website
:http://www.ncu.edu.tw/~mzlo/index.html

Degree
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.

Journal Paper  ( # equally first; * corresponding author)
1. A. C. Yang, C. J. Hong, Y. J. Liou, K. L. Huang, C. C. Huang, M. E. Liu, M‐T Lo, NE Huang, C‐K Peng, C‐P Lin, S‐J Tsai "Decreased resting‐state 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)
2. 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)
3. 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 rest‐activity circadian rhythms in older humans," Annals of neurology, 2015. (SCI) (IF:9.977, Rank: 5/192)
4. 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)
5. 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)
6. 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)
7. 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)
8. 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)
9. 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)
10. 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)
11. 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)
12. 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)
13. 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
14. 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)
15.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)
16. 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)
17. 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)
18. 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)
19. 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)
20. 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)
21. 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)
22. 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)
23. 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.
24. 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)
25. 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)
26. 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)
27. 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
28. 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)
29. 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)
30. 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)
31. 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)
32. 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)
33. H.-T. Wu, M.-T. Lo, G.-H. Chen, C.-K. Sun and J.-J. Chen, “Novel 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)
34. 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)
35. 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)
36. 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, Rank: 12/86)
37. Y.-J. Lin, K. Suenari, M.-T. Lo, C. Lin, W.-H. Hsieh, S.-L. Chang, L.-W. Lo, Y.-F. Hu, C.-C. Cheng, W.-S. Lin, Y. Kihara, T.-F. Chao, B. Hartono, T.-J. Wu, N.-E. Huang, and S.-A. Chen, "A Novel Assessment of the Temporal Variation in the Fractionated Electrograms Using a Histogram Analysis of the Local Fractionation Interval in Persistent Atrial Fibrillation Patients," Circulation:  Arrhythmia Electrophysiology, 25 Jul. 2012 (SCI) (IF: 6.4, Rank: 16/117)
38. P.-H. Tsai, C. Lin, J. Tsao, P.-F. Lin, P.-C. Wang, N.-E. Huang, and M.-T. Lo*, "Empirical Mode Decomposition Based Detrended Sample Entropy in Electroencephalography for Alzheimer's Disease,"Journal of Neuroscience Methods, 31 Jul. 2012; 210(2): 230–237 (* corresponding author) (SCI) (IF:1.98, Rank: 48/72)
Last Updated: 2023-11-19