Lisheng XU

Summary

Summary:
Dr. Lisheng XU is currently working as a professor at BMIE, Northeast University. His main areas of research include medical signal processing and modeling, patter recognition, electromagnetic bio-effects, and wireless sensor networks. He has authored or coauthored more than 51 international research papers. He is the holder of three patents and three pending patents. Dr. Xu was the recipient of the Third Best Student Proposal selected by the IEEE Technical Committee on Computational Medicine of 2003 and the Best Ph.D. Student Award of Harbin Institute of Technology in 2007.
Dr. Xu has also been the Session Chair of the 1st IEEE International Conference on Integrated Technology and the 8th World Congress on Intelligent Control and Automation. He is a member of IEEE Biomedical Engineering Society and Communication Society. He has also been reviewer for IEEE Transactions on Biomedical Engineering, IEEE Transactions on Antennas and Propagation and so on.
Publications:
L.S. Xu, and Max Q.-H. Meng, and C. Hu, ??Effects of Dielectric Values of Human Body on Specific Absorption Rate (SAR) Following 430, 800 and 1200 MHz Radio Frequency Exposure to Ingestible Wireless Device,?? IEEE Transactions on Information Technology in Biomedicine, January 2010, vol. 14, pp. 52-59, (EI & SCI ?) (2008 SCI impact factor 1.939)
L.S. Xu, Max Q.-H. Meng, X.H. Qi, K.Q. Wang, ??Morphology Variability Analysis of Wrist Pulse Waveform for Assessment of Arteriosclerosis Status,?? Journal of Medical Systems, 2010, 34: 331?C339 (EI & SCI?) (2008 SCI???????0.674) (PMID: )
L.S. Xu, Ying Wang, Cong Feng, Yupeng Yao, Yue Zhao, ??Variability analysis on the parameters of pulse wave,?? Proceedings of the 4th International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2010), 2010. (EI?)
L.S. Xu, Y.P Yao, Y. Wang, C. Feng, Y. Kang and Max Q.-H. Meng, ??Effects of dielectric values of human body on radiation characteristics of ingestible wireless device following 1200 MHz,?? Proceedings of the 4th International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2010), 2010. (EI?)
L.S. Xu, Cong Feng, Ying Wang,Yupeng Yao, Max Q-H. Meng, ??A method for recognizing noises in pulse waves,?? Proceedings of the 8th World Congress on Intelligent Control and Automation (WCICA2010), July 6-9, 2010, Jinan, China, pp. 2264-2268. (EI?)
L.S. Xu, Cong Feng, Ying Wang, Yupeng Yao, Max Q-H. Meng, ??Variation of exterior telemetry links of capsule antenna ingested in human body,?? Proceedings of the 8th World Congress on Intelligent Control and Automation (WCICA2010), July 6-9, 2010, Jinan, China, pp. 2269-2272. (EI?)
Lisheng Xu, Ying Wang, Yupeng Yao, Cong Feng, Yue Zhao, and Max Q.-H. Meng, ??Comparison of six envelope extraction methods based on abnormal heart sounds,?? Proceedings of 3rd International Conference on Biomedical Engineering and Informatics (BMEI 2010)??16-18 October 2010, Yantai, China, pp. 813-817. (EI?)
Yupeng Yao, Shouliang Qi, Jingshu Zhang, Bo Song, Cong Feng, Lisheng Xu, ??In Vivo animal experimental research of magnetic nanoparticles influence on pulse wave,?? Proceedings of 3rd International Conference on Biomedical Engineering and Informatics (BMEI 2010), 16-18 October 2010, Yantai, China, pp. 2067-2070. (EI?)


2009
L.S. Xu, Max Q.-H. Meng and K.Q. Wang, ??Pulse Image Recognition Using Fuzzy Neural Network,?? Expert Systems with Applications, 2009, 36: 3805-3811. (EI ) http://dx.doi.org/10.1016/j.eswa.2008.02.028. (SCI ?) (SCI ???????2.908)
L.S. Xu, Max Q.-H. Meng, and Y.W. Chan, ??Effects of Dielectric Parameters of Human Body on Radiation Characteristics of Ingestible Wireless Device at Operating Frequency of 430 MHz,?? IEEE Transactions on Biomedical Engineering, 56(8):2083-94. (EI & SCI ?) (SCI ???????2.154)
L.S. Xu, Max Q.-H. Meng, H.L Ren, and Y.W. Chan, ??Radiation Characteristics of Ingestible Wireless Devices in Human Intestine Following Radio Frequency Exposure at 430, 800, 1200 and 2400 MHz,?? IEEE Transactions on Antennas and Propagation, Aug. 2009, 57(8): 2418-2428. (EI & SCI ?) (SCI ???????2.011)
L.S. Xu, and Max Q.-H. Meng, ??Effects of Dielectric Parameters of Human Body on Specific Absorption Rate for Ingestible Wireless Device at Operating Frequency of 430 MHz,?? Proceedings of 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2009, pp. 215-220. (EI?)
H.L Ren, Max Q.-H. Meng, and L.S. Xu, ??Conflict and Coalition Models in Inhomogeneous Power Allocation for Wireless Sensor Networks,?? Proceedings of IEEE International Conference on Robotics and Biomimetics, February 22 -25, 2009, Bangkok, Thailand, pp. 2056-2060. (EI ?)
L.S. Xu, Max Q.-H. Meng, and B.P. Li, ??Effects of Dielectric Values of Human Body on Specific Absorption Rate (SAR) Following 800 MHz Radio Frequency Exposure to Ingestible Wireless Device,?? Proceedings of 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009. (EI ?& PMID: )
B.P. Li, Max Q.-H. Meng, and L.S. Xu, ??A Comparative Study of Shape Features for Polyp Detection in Wireless Capsule Endoscopy Images,?? Proceedings of 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009. (EI & PubMed?)
L.S. Xu, Max Q.-H. Meng and H.L. Ren, ??Radiation Characteristics of 2.4 GHz Ingestible Wireless Devices in Human Intestine,?? Submitted to IEEE Transactions on BME.
L.S. Xu, D. Zhang, and K.Q. Wang, ??Gaussian Kernel Approximate Entropy Algorithm For Analyzing Time-Series Data,?? Submitted to European Journal of Applied Signal Processing.
L.S. Xu, D. Zhang, and K.Q. Wang, ??Classifying Pulse Waveforms Using A Generalized Dynamic Time Warping Algorithm,?? Submitted to Pattern Recognition.

2008
L.S. Xu, Max Q.-H. Meng and H.L. Ren, ??Applicability of Homogeneous Human Trunk Phantom in Estimating the Radiation Characteristics of Body-worn Devices,?? International Journal of Information Acquisition., March 2008, 5(1): 65-82. (INSPEC????)
L.S. Xu, Max Q.-H. Meng and H.L. Ren, ??Electromagnetic Radiation from Ingested Sources in the Human Intestine at the Frequency of 2.4GHz,?? Proceedings of the 23rd Progress In Electromagnetics Research Symposium, Hangzhou China, 24-28 March 2008, pp 893-897. (ISTP BHS05)
L.S. Xu, Max Q.-H. Meng, H.L. Ren, Y.W. Chan, ??Radiation characteristics of ingested wireless device at frequencies from 430 MHz to 3 GHz,?? Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 1250-1253. (EI ? & PubMed )
L.S Xu, Max Q.-H. Meng, R. Liu, K.Q. Wang, ??Robust Peak Detection of Pulse Waveform Using Height Ratio,?? Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 3856-3859. (EI? & PubMed )
L.-S. Xu, Max Q.-H. Meng Y.W. Chan, C. Hu and H.B. Wang, ??Influence of Anesthetic and Dead Animal Bodies on Ingested Wireless Device,?? Proceedings of IEEE/ASME International Conference on Advanced Intelligent Mechatronics, July 2-5, 2008, Xi??an China, pp. 176-180. (EI ) (ISTP BIJ54)
L.S. Xu, Max Q.-H. Meng, C. Shi, K.Q. Wang, N.M. Li, ??Quantitative Analyses of Pulse Images in Traditional Chinese Medicine,?? Medical Acupuncture. September 1, 2008, 20(3): 175-189. http://www.liebertonline.com/doi/abs/10.1089/acu.2008.0632 (PubMed?)

2007
L.S. Xu, Max Q.-H. Meng and H.L. Ren, ??Effect of Subject Size on Electromagnetic Radiation from Source in Human Body Following 2450MHz Radio Frequency Exposure,?? The proceedings of the 2007 IEEE International Conference on Integration Technology, 20-23 March 2007, pp. 326-329. (EI ) (ISTP BGS78)
L.S. Xu, D. Zhang, K.Q Wang, N.M. Li and X.Y. Wang, ??Baseline Wander Correction in Pulse Waveforms Using Wavelet-Based Cascaded Adaptive Filter,?? Computers in Biology and Medicine, Vol 37, No 5, May 2007, pp. 716-731. (EI ) (SCI 163NL) (PMID ) (SCI impact factor 1.170)
L.S. Xu, Max Q.-H. Meng and K.Q. Wang, ??Pulse Image Recognition Using Fuzzy Neural Network,?? The proceedings of the 29th International Conference of the IEEE Engineering in Medicine and Biology Society, 22-26 Aug. 2007 pp. 3148-3151. (EI ) (PMID ) (ISTP BHI92)
L.S. Xu, Max Q.-H. Meng and H.L. Ren, ??Variation of Radiation Effects and Signal Efficiency with Distance between Electromagnetical Source and Trunk Model,?? The proceedings of the 29th International Conference of the IEEE Engineering in Medicine and Biology Society, 22-26 Aug 2007, pp. 1184-1187. (EI ) (PMID ) (ISTP BHI92)
H.L. Ren, Max Q.-H. Meng, L.S. Xu, ??Indoor Patient Position Estimation Using Particle Filtering and Wireless Body Area Networks??, The proceedings of the 29th International Conference of the IEEE Engineering in Medicine and Biology Society, 22-26 Aug 2007, pp. 2277-2280. (EI ) (PMID ) (ISTP BHI92)
H.L. Ren, Max Q.-H. Meng, L.S. Xu, and X. Chen, ??Radio efficiency evaluation of a body sensor platform,?? The proceddings of 2007 IEEE/ASME International Conference on Advanced Intelligent Mechatronics September 4-7, 2007, ETH Zrich, Switzerland, September 2007. (EI ) (ISTP BHS77)


2006
Xu, L.S., D. Zhang, and K.Q. Wang, and L. Wang, Arrhythmic Pulses Detection Using Lempel-Ziv Complexity Analysis, EURASIP Journal on Applied Signal Processing 2006 (2006), Article ID 18268, 12 pages. (EI ) (SCI 083HU) (SCI impact factor 0.463)
Patent D. Zhang, W.C. Tang, and Xu, L.S., ??Pulse sensor for traditional Chinese medicine, pulse detecting device of three portions and nine pulse-takings and the method thereof??, (Application No.: PIN051832E), Filed: April 6, 2006.
Xu L.S., K.Q. Wang, L Wang, N.M. Li, ??Pulse Contour Variability before and after Exercise,?? 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006 in Salt Lake City, Utah USA, pp. 237-240 (EI ) (ISTP BFB38)

2005
Xu, L.S., D. Zhang, and K.Q. Wang, ??Wavelet-based Cascaded Adaptive Filter for Removing Baseline Drift in Pulse Waveforms,?? IEEE Trans. BME, vol.52, no.11, Nov. 2005, pp. 1973-1975. (EI ) (SCI 978UG) (PMID: ) (2005SCI impact factor 2.302)
Xu, L.S., K.Q. Wang and L. Wang, ??Pulse Waveforms Classification Based on Wavelet Network,?? 27th International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, China, 01-04 Sept. 2005, pp.4596 - 4599. (EI ) (PMID ) (ISTP BER00)
Wang L., K.Q. Wang, and Xu, L.S., ??Lempel-Ziv Decomposition Based Arrhythmic Pulses Recognition,?? 27th International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, China, 01-04 Sept. 2005, pp. 4606 - 4609. (EI ) (PMID ) (ISTP BER00)
Xu, L.S., K.Q. Wang and L. Wang, ??Gaussian Kernel Approximate Entropy Algorithm For Analyzing Irrigularity of Time-Series,?? Proceedings of IEEE International Conference on Machine Learning and Cybernetics, 2005, pp. 5605-5608. (EI ) (ISTP BDT94)


2004
Xu, L.S., K.Q. Wang, and D. Zhang, ??Modern Researches on Traditional Chinese Pulse Diagnosis,?? European Journal of Oriental Medicine, vol.4, no.6, pp. 46-54, 2004.
Wang, L., K.Q. Wang, and L.S. Xu, ??Recognizing Wrist Pulse Waveforms with Improved Dynamic Time Warping Algorithm,?? Proceedings of IEEE International Conference on Machine Learning and Cybernetics, Shanghai, 26-29 August 2004, pp. 3644-3649. (EI ) (ISTP BBF92)
Wang, K.Q., L. Wang, L.S. Xu, D.H. Wang, ??SVM Classification for Discriminating Cardiovascular Disease Patients from Non-cardiovascular Disease Controls Using Pulse Waveform Variability Analysis,?? Lecture Notes in Artificial Intelligence, Vol. 3339, 2004, pp. 109-119. (EI ) (SCI BBM32) (2004SCI impact factor 0.302)
Wang, L., L.S. Xu, and K.Q. Wang, ??Wrist Pulse Waveform Variability Analysis,?? Proceedings of the World Engineers?? Convention 2004, Shanghai, China, November 2 - 6, 2004, pp.247-250. (ISTP BDM44)
Xu, L.S. et al., ??Physiological Research into the Pulse Waveforms of 105 Young Students,?? Proceedings of 7th National Conference of Integrated Medicine, Urumchi, 2004. pp. 86-88. (In Chinese)

2003
Xu, L.S., K.Q. Wang, D. Zhang, Y.S. Li, Z.J. Wan, J. Wang, ??Objectifying Researches on Traditional Chinese Pulse Diagnosis,?? Informatica Medica Slovenica, Vol8, No.1, 2003, August, pp. 56-63
Wang, K.Q., L.S. Xu and D. Zhang, ??Approximate Entropy Based Pulse Variability Analysis,?? Proceedings of the IEEE International Symposium on Computer-Based Medical Systems, 2003, pp. 236-241. (EI ) (ISTP BX13J)
Wang, K.Q., L.S. Xu, and L. Wang, ??Pulse Baseline Wander Removal Using Wavelet Approximation,?? Proceedings of IEEE Computers in Cardiology, 2003, pp. 605-608. (EI ) (ISTP BY90P)

2002
Xu, L.S., K.Q. Wang, D. Zhang, C. Shi, ??Adaptive Baseline Wander Removal in the Pulse Waveform,?? Proceedings of IEEE International Symposium on Computer-Based Medical Systems, 2002, pp. 143-148. (EI ) (ISTP BU67W)
Xu, L.S., K.Q. Wang, and D. Zhang, ??Modern Researches on Pulse Waveform of TCPD,?? 2002 International Conference on Communications Circuits and Systems and West Sino Expositions Proceedings, pp. 1073-1078, June 29??July 1, 2002, Chengdu, China. (ISTP BY55P)
Xu, L.S., K.Q. Wang, and D. Zhang, ??Overview of Modern Traditional Chinese Pulse Diagnosis,?? Proceedings of The Fourth China-Japan-Korea Joint Symposium on Medical Informatics, pp.110-114, Aug.2, 2002, Beijing, China.
Wang, K.Q., L.S. Xu, D. Zhang, C. Shi, ??TCPD Based Pulse Monitoring and Analyzing,?? Proceedings of IEEE International Conference on Machine Learning and Cybernetics, 4-5 Nov. 2002, vol.3. pp. 1366 -1370. (EI ) (ISTP BW27J)

Publications

  1. Xu L, Meng M, Ren H, Chan Y. Radiation characteristics of ingested wireless device at frequencies from 430 MHz to 3 GHz. Conf Proc IEEE Eng Med Biol Soc. 2008;2008:1250-3 pubmed publisher
    ..The position influences the radiation efficiency of the IWD more than its orientation. ..
  2. Xu L, Meng M, Chan Y. Effects of dielectric parameters of human body on radiation characteristics of ingestible wireless device at operating frequency of 430 MHz. IEEE Trans Biomed Eng. 2009;56:2083-94 pubmed publisher
    ..As far as the compliance of safety is concerned, the maxima of 1-g-averaged and 10-g-averaged SARs can reach 3.16 and 0.89 W/kg at the input power of 25 mW. ..
  3. Xu L, Meng M, Li B. Effects of dielectric values of human body on Specific Absorption Rate (SAR) following 800 MHz radio frequency exposure to ingestible wireless device. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:5060-3 pubmed publisher
    ..As far as the compliance of safety was concerned, the IWD was safe to be used at the input power less than 9.3 mW according to IEEE safety standards. ..
  4. Xu L, Zhang D, Wang K. Wavelet-based cascaded adaptive filter for removing baseline drift in pulse waveforms. IEEE Trans Biomed Eng. 2005;52:1973-5 pubmed
    ..Experiments on 50 simulated and five hundred real pulse signals demonstrate that this CAF outperforms traditional filters both in removing baseline drift and in preserving the diagnostic information of pulse waveforms. ..
  5. Xu L, Zhang D, Wang K, Li N, Wang X. Baseline wander correction in pulse waveforms using wavelet-based cascaded adaptive filter. Comput Biol Med. 2007;37:716-31 pubmed
    ..This CAF filter also can be used to remove the baseline wander of other physiological signals, such as ECG and so on. ..
  6. Xu L, Wang K, Wang L. Pulse waveforms classification based on wavelet network. Conf Proc IEEE Eng Med Biol Soc. 2005;5:4596-9 pubmed
    ..The test results show that this approach has 83% agreement rate with the experienced experts. Compared with traditional classification methods, it needs not the experience in feature extraction. ..
  7. Wang L, Wang K, Xu L. Lempel-ziv decomposition based arrhythmic pulses recognition. Conf Proc IEEE Eng Med Biol Soc. 2005;5:4606-9 pubmed
    ..In the experiment on 140 clinic pulses, our approach was able to classify pulses by their rhythms with an accuracy of 90.7%. ..
  8. Xu L, Meng M, Wei D, Ren H. Variation of radiation effects and signal efficiency with distance between electromagnetic source and trunk model. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:1184-7 pubmed
    ..In this simulation, 12 mm is the optimized distance. ..
  9. Ren H, Meng M, Xu L. Indoor patient position estimation using particle filtering and wireless body area networks. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:2277-80 pubmed
    ..Theoretical analysis and simulation experiments are presented to examine the performance of location estimating method. ..
  10. Xu L, Meng M, Wang K. Pulse image recognition using fuzzy neural network. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:3148-51 pubmed
    ..The designed classifier can make hard decision and soft decision for identifying 18 patterns of pulse images at the accuracy of 91%, which is better than the results that achieved by back-propagation neural network. ..

Collaborators

Detail Information

Publications16

  1. Xu L, Meng M, Ren H, Chan Y. Radiation characteristics of ingested wireless device at frequencies from 430 MHz to 3 GHz. Conf Proc IEEE Eng Med Biol Soc. 2008;2008:1250-3 pubmed publisher
    ..The position influences the radiation efficiency of the IWD more than its orientation. ..
  2. Xu L, Meng M, Chan Y. Effects of dielectric parameters of human body on radiation characteristics of ingestible wireless device at operating frequency of 430 MHz. IEEE Trans Biomed Eng. 2009;56:2083-94 pubmed publisher
    ..As far as the compliance of safety is concerned, the maxima of 1-g-averaged and 10-g-averaged SARs can reach 3.16 and 0.89 W/kg at the input power of 25 mW. ..
  3. Xu L, Meng M, Li B. Effects of dielectric values of human body on Specific Absorption Rate (SAR) following 800 MHz radio frequency exposure to ingestible wireless device. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:5060-3 pubmed publisher
    ..As far as the compliance of safety was concerned, the IWD was safe to be used at the input power less than 9.3 mW according to IEEE safety standards. ..
  4. Xu L, Zhang D, Wang K. Wavelet-based cascaded adaptive filter for removing baseline drift in pulse waveforms. IEEE Trans Biomed Eng. 2005;52:1973-5 pubmed
    ..Experiments on 50 simulated and five hundred real pulse signals demonstrate that this CAF outperforms traditional filters both in removing baseline drift and in preserving the diagnostic information of pulse waveforms. ..
  5. Xu L, Zhang D, Wang K, Li N, Wang X. Baseline wander correction in pulse waveforms using wavelet-based cascaded adaptive filter. Comput Biol Med. 2007;37:716-31 pubmed
    ..This CAF filter also can be used to remove the baseline wander of other physiological signals, such as ECG and so on. ..
  6. Xu L, Wang K, Wang L. Pulse waveforms classification based on wavelet network. Conf Proc IEEE Eng Med Biol Soc. 2005;5:4596-9 pubmed
    ..The test results show that this approach has 83% agreement rate with the experienced experts. Compared with traditional classification methods, it needs not the experience in feature extraction. ..
  7. Wang L, Wang K, Xu L. Lempel-ziv decomposition based arrhythmic pulses recognition. Conf Proc IEEE Eng Med Biol Soc. 2005;5:4606-9 pubmed
    ..In the experiment on 140 clinic pulses, our approach was able to classify pulses by their rhythms with an accuracy of 90.7%. ..
  8. Xu L, Meng M, Wei D, Ren H. Variation of radiation effects and signal efficiency with distance between electromagnetic source and trunk model. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:1184-7 pubmed
    ..In this simulation, 12 mm is the optimized distance. ..
  9. Ren H, Meng M, Xu L. Indoor patient position estimation using particle filtering and wireless body area networks. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:2277-80 pubmed
    ..Theoretical analysis and simulation experiments are presented to examine the performance of location estimating method. ..
  10. Xu L, Meng M, Wang K. Pulse image recognition using fuzzy neural network. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:3148-51 pubmed
    ..The designed classifier can make hard decision and soft decision for identifying 18 patterns of pulse images at the accuracy of 91%, which is better than the results that achieved by back-propagation neural network. ..
  11. Xu L, Meng M, Liu R, Wang K. Robust peak detection of pulse waveform using height ratio. Conf Proc IEEE Eng Med Biol Soc. 2008;2008:3856-9 pubmed publisher
    ..The results demonstrate that the proposed algorithm is robust against unspecific noise and baseline drift of pulse waveform. The proposed algorithm can be applied into other quasi-periodic physiological signals too. ..
  12. Li B, Meng M, Xu L. A comparative study of shape features for polyp detection in wireless capsule endoscopy images. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:3731-4 pubmed publisher
    ....
  13. Xu L, Meng M, Qi X, Wang K. Morphology variability analysis of wrist pulse waveform for assessment of arteriosclerosis status. J Med Syst. 2010;34:331-9 pubmed
    ..The experiment demonstrates that the specificity and sensitivity of the PMV's spectral energy ratio for clinical diagnosis of cardiovascular system is 80% and 97%, respectively. ..
  14. Zhang Y, Xu L, Zhang X, Yao Y, Sun Y, Qi L. Effects of different durations of aerobic exercise intervention on the cardiovascular health in untrained women: a meta-analysis and meta-regression. J Sports Med Phys Fitness. 2017;: pubmed publisher
    ..Short-duration exercise has significant effects on aerobic capacity. Mid-duration exercise significantly improves on aerobic capacity, HR and SBP. All the different durations of aerobic exercise improve the cholesterol metabolism. ..
  15. He D, Wang L, Fan X, Yao Y, Geng N, Sun Y, et al. A new mathematical model of wrist pulse waveforms characterizes patients with cardiovascular disease - A pilot study. Med Eng Phys. 2017;48:142-149 pubmed publisher
    ..diseased patients. Therefore, using the mathematical model to quantitatively analyze the radial pulse waveforms as a function of contact pressure could be useful in the diagnosis of cardiovascular diseases. ..
  16. Yao Y, Hao L, Xu L, Zhang Y, Qi L, Sun Y, et al. Diastolic Augmentation Index Improves Radial Augmentation Index in Assessing Arterial Stiffness. Sci Rep. 2017;7:5864 pubmed publisher
    ..001; gender, P?<?0.001). In conclusion, AI rd derives performance improvement in assessing arterial stiffness, with a stronger correlation with cfPWV and fewer confounding factors. ..