Researcher Profile

Researcher Profile

Hui Yang

Hui Yang

Harold and Inge Marcus Career Associate Professor, Marcus Department of Industrial and Manufacturing Engineering
Scientific Program:Cancer Control
Disease Teams:
Institute for CyberScience (ICS) - Associate
huy25@psu.edu

Research Interests

  • Electrocardiography
  • Heart
  • Recurrence
  • Myocardial Infarction
  • Lead
  • Glycosylation
  • Computer Simulation
  • Action Potentials
  • Nonlinear Dynamics
  • Wavelet Analysis
  • Delivery of Health Care
  • Intensive Care Units

Recent Publications

2020

Ye, Z, Cai, Z, Si, S, Zhang, S & Yang, H 2020, 'Competing Failure Modeling for Performance Analysis of Automated Manufacturing Systems with Serial Structures and Imperfect Quality Inspection', IEEE Transactions on Industrial Informatics, vol. 16, no. 10, 8961119, pp. 6476-6486. https://doi.org/10.1109/TII.2020.2967030
Chen, Y, Su, S & Yang, H 2020, 'Convolutional Neural Network Analysis of Recurrence Plots for Anomaly Detection', International Journal of Bifurcation and Chaos, vol. 30, no. 1, 2050002. https://doi.org/10.1142/S0218127420500029
Krall, A, Finke, DA & Yang, H 2020, Gradient Mechanism to Preserve Differential Privacy and Deter Against Model Inversion Attacks in Healthcare Analytics. in 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020., 9176834, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, Institute of Electrical and Electronics Engineers Inc., pp. 5714-5717, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 7/20/20. https://doi.org/10.1109/EMBC44109.2020.9176834
Chen, R, Imani, F & Yang, H 2020, 'Heterogeneous Recurrence Analysis of Disease-Altered Spatiotemporal Patterns in Multi-Channel Cardiac Signals', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 6, 8894471, pp. 1619-1631. https://doi.org/10.1109/JBHI.2019.2952285
Yang, H, Chen, CB & Kumara, S 2020, 'Heterogeneous recurrence analysis of spatial data', Chaos, vol. 30, no. 1, 013119. https://doi.org/10.1063/1.5129959
Qiu, Z, Imani, F & Yang, H 2020, Hierarchical Gaussian Process Modeling and Estimation of State-action Transition Dynamics in Breast Cancer. in 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020., 9175984, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, Institute of Electrical and Electronics Engineers Inc., pp. 5615-5618, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 7/20/20. https://doi.org/10.1109/EMBC44109.2020.9175984
Imani, F, Qiu, Z & Yang, H 2020, Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer. in 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020., 9175905, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, Institute of Electrical and Electronics Engineers Inc., pp. 5394-5397, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 7/20/20. https://doi.org/10.1109/EMBC44109.2020.9175905
Pei, S, Wang, K, Li, J, Li, Y, Zeng, D, Su, X, Xiao, X & Yang, H 2020, 'Mechanical properties prediction of injection molded short/long carbon fiber reinforced polymer composites using micro X-ray computed tomography', Composites Part A: Applied Science and Manufacturing, vol. 130, 105732. https://doi.org/10.1016/j.compositesa.2019.105732
Yang, H, Kan, C, Krall, A & Finke, D 2020, 'Network modeling and Internet of things for smart and connected health systems—a case study for smart heart health monitoring and management', IISE Transactions on Healthcare Systems Engineering, vol. 10, no. 3, pp. 159-171. https://doi.org/10.1080/24725579.2020.1741738
Ye, Z, Cai, Z & Yang, H 2020, Reliability Analysis of Manufacturing Machine with Degradation and Low-quality Feedstocks. in 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, APARM 2020., 9209452, 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, APARM 2020, Institute of Electrical and Electronics Engineers Inc., 2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling, APARM 2020, Vancouver, Canada, 8/20/20. https://doi.org/10.1109/APARM49247.2020.9209452
Wang, Q & Yang, H 2020, 'Sensor-Based Recurrence Analysis of Energy Efficiency in Machining Processes', IEEE Access, vol. 8, 8963930, pp. 18326-18336. https://doi.org/10.1109/ACCESS.2020.2968172
Yao, B & Yang, H 2020, 'Spatiotemporal regularization for inverse ECG modeling', IISE Transactions on Healthcare Systems Engineering. https://doi.org/10.1080/24725579.2020.1823531

2019

Chen, CB, Yang, H & Kumara, S 2019, 'A Novel Pattern-Frequency Tree for Multisensor Signal Fusion and Transition Analysis of Nonlinear Dynamics', IEEE Sensors Letters, vol. 3, no. 1, 8556057. https://doi.org/10.1109/LSENS.2018.2884241
Imani, F, Chen, R, Diewald, E, Reutzel, E & Yang, H 2019, 'Deep learning of variant geometry in layerwise imaging profiles for additive manufacturing quality control', Journal of Manufacturing Science and Engineering, Transactions of the ASME, vol. 141, no. 11, 111001. https://doi.org/10.1115/1.4044420
Gaikwad, A, Imani, F, Rao, P, Yang, H & Reutzel, E 2019, Design rules and in-situ quality monitoring of thin-wall features made using laser powder bed fusion. in Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing. ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019, vol. 1, American Society of Mechanical Engineers (ASME), ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019, Erie, United States, 6/10/19. https://doi.org/10.1115/MSEC2019-3035
Chen, R, Imani, F, Reutzel, E & Yang, H 2019, 'From Design Complexity to Build Quality in Additive Manufacturing-A Sensor-Based Perspective', IEEE Sensors Letters, vol. 3, no. 1, 8532285. https://doi.org/10.1109/LSENS.2018.2880747
Li, J, Xie, X, Song, J, Yang, H & Faraut, G 2019, 'Guest Editorial Special Issue on Automation Science and Engineering for Smart and Interconnected Healthcare Delivery Systems', IEEE Transactions on Automation Science and Engineering, vol. 16, no. 1, 8602422, pp. 2-5. https://doi.org/10.1109/TASE.2018.2886059
Imani, F, Chen, R, Diewald, E, Reutzel, E & Yang, H 2019, Image-guided variant geometry analysis of layerwise build quality in additive manufacturing. in Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing. ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019, vol. 1, American Society of Mechanical Engineers (ASME), ASME 2019 14th International Manufacturing Science and Engineering Conference, MSEC 2019, Erie, United States, 6/10/19. https://doi.org/10.1115/MSEC2019-3002
Imani, F, Yao, B, Chen, R, Rao, P & Yang, H 2019, 'Joint multifractal and lacunarity analysis of image profiles for manufacturing quality control', Journal of Manufacturing Science and Engineering, Transactions of the ASME, vol. 141, no. 4, 044501. https://doi.org/10.1115/1.4042579
Cheng, C & Yang, H 2019, 'Multi-scale graph modeling and analysis of locomotion dynamics towards sensor-based dementia assessment', IISE Transactions on Healthcare Systems Engineering, vol. 9, no. 1, pp. 95-102. https://doi.org/10.1080/24725579.2018.1530315
Chen, Y, Su, S, Li, Q & Yang, H 2019, 'Multi-sensor data fusion for online quality assurance in flash welding', Procedia Manufacturing, vol. 34, pp. 857-866. https://doi.org/10.1016/j.promfg.2019.06.162
Imani, F, Cheng, C, Chen, R & Yang, H 2019, 'Nested Gaussian process modeling and imputation of high-dimensional incomplete data under uncertainty', IISE Transactions on Healthcare Systems Engineering, vol. 9, no. 4, pp. 315-326. https://doi.org/10.1080/24725579.2019.1583704
Zhu, R, Yao, B, Yang, H & Leonelli, F 2019, 'Optimal Sensor Placement for Space-Time Potential Mapping and Data Fusion', IEEE Sensors Letters, vol. 3, no. 1, 8556059. https://doi.org/10.1109/LSENS.2018.2884205
Imani, F, Chen, R, Tucker, CS & Yang, H 2019, Random Forest Modeling for Survival Analysis of Cancer Recurrences. in 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019., 8843271, IEEE International Conference on Automation Science and Engineering, vol. 2019-August, IEEE Computer Society, pp. 399-404, 15th IEEE International Conference on Automation Science and Engineering, CASE 2019, Vancouver, Canada, 8/22/19. https://doi.org/10.1109/COASE.2019.8843271
Yao, B, McLean, C & Yang, H 2019, 'Robust optimization of dynamic route planning in same-day delivery networks with one-time observation of new demand', Networks, vol. 73, no. 4, pp. 434-452. https://doi.org/10.1002/net.21890
Yang, H, Kumara, S, Bukkapatnam, STS & Tsung, F 2019, 'The internet of things for smart manufacturing: A review', IISE Transactions, vol. 51, no. 11, pp. 1190-1216. https://doi.org/10.1080/24725854.2018.1555383

2018

Yao, B & Yang, H 2018, 'Constrained markov decision process modeling for sequential optimization of additive manufacturing build quality', IEEE Access, vol. 6, 8473690, pp. 54783-54794. https://doi.org/10.1109/ACCESS.2018.2872391
Imani, F, Yao, B, Chen, R, Rao, P & Yang, H 2018, Fractal pattern recognition of image profiles for manufacturing process monitoring and control. in Manufacturing Equipment and Systems. ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, vol. 3, American Society of Mechanical Engineers (ASME), ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, College Station, United States, 6/18/18. https://doi.org/10.1115/MSEC2018-6523
Du, D, Yang, H, Ednie, AR & Bennett, ES 2018, 'In-Silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes', IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 2, pp. 631-639. https://doi.org/10.1109/JBHI.2017.2664579
Yao, B, Zhu, R & Yang, H 2018, Inverse ECG modeling with spatiotemporal regularization for the characterization of myocardial infarctions. in 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 120-123, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, Las Vegas, United States, 3/4/18. https://doi.org/10.1109/BHI.2018.8333384
Imani, F, Gaikwad, A, Montazeri, M, Rao, P, Yang, H & Reutzel, E 2018, Layerwise in-process quality monitoring in laser powder bed fusion. in Additive Manufacturing; Bio and Sustainable Manufacturing. ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, vol. 1, American Society of Mechanical Engineers (ASME), ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, College Station, United States, 6/18/18. https://doi.org/10.1115/MSEC2018-6477
Yao, B, Imani, F & Yang, H 2018, 'Markov decision process for image-guided additive manufacturing', IEEE Robotics and Automation Letters, vol. 3, no. 4, pp. 2792-2798. https://doi.org/10.1109/LRA.2018.2839973
Yao, B, Imani, F, Sakpal, AS, Reutzel, EW & Yang, H 2018, 'Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing', Journal of Manufacturing Science and Engineering, Transactions of the ASME, vol. 140, no. 3, 031014. https://doi.org/10.1115/1.4037891
Imani, F, Cheng, C, Chen, R & Yang, H 2018, 'Nested Gaussian process modeling for high-dimensional data imputation in healthcare systems', Paper presented at 2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018, Orlando, United States, 5/19/18 - 5/22/18 pp. 1312-1317.
Kan, C, Yang, H & Kumara, S 2018, 'Parallel computing and network analytics for fast Industrial Internet-of-Things (IIoT) machine information processing and condition monitoring', Journal of Manufacturing Systems, vol. 46, pp. 282-293. https://doi.org/10.1016/j.jmsy.2018.01.010
Imani, F, Gaikwad, A, Montazeri, M, Rao, P, Yang, H & Reutzel, E 2018, 'Process mapping and in-process monitoring of porosity in laser powder bed fusion using layerwise optical imaging', Journal of Manufacturing Science and Engineering, Transactions of the ASME, vol. 140, no. 10, 101009. https://doi.org/10.1115/1.4040615
Chen, CB, Yang, H & Kumara, S 2018, 'Recurrence network modeling and analysis of spatial data', Chaos, vol. 28, no. 8, 085714. https://doi.org/10.1063/1.5024917
Tong, W, Kan, C & Yang, H 2018, Sensitivity analysis of wearable textiles for ECG sensing. in 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 157-160, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, Las Vegas, United States, 3/4/18. https://doi.org/10.1109/BHI.2018.8333393
Pei, S, Wang, K, Li, Y, Zeng, D, Su, X, Li, J, Yang, H & Xiao, X 2018, 'Spatiotemporal characterization of 3D fracture behavior of carbon-fiber-reinforced polymer composites', Composite Structures, vol. 203, pp. 30-37. https://doi.org/10.1016/j.compstruct.2018.07.022

2017

Chen, CB, Yang, H & Tirupatikumara, SR 2017, A novel pattern-frequency tree approach for transition analysis and anomaly detection in nonlinear and nonstationary systems. in 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Institute of Industrial Engineers, pp. 1264-1269, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017, Pittsburgh, United States, 5/20/17.
Yao, B, Zhu, R & Yang, H 2018, 'Characterizing the Location and Extent of Myocardial Infarctions with Inverse ECG Modeling and Spatiotemporal Regularization', IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, 8093598, pp. 1445-1455. https://doi.org/10.1109/JBHI.2017.2768534
Kan, C & Yang, H 2017, 'Dynamic network monitoring and control of in situ image profiles from ultraprecision machining and biomanufacturing processes', Quality and Reliability Engineering International, vol. 33, no. 8, pp. 2003-2022. https://doi.org/10.1002/qre.2163
Mao, R, Tong, W, Kan, C & Yang, H 2017, Heartbeat sensing and control of the 3D LED cube. in 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017., 7897237, 2017 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017, Institute of Electrical and Electronics Engineers Inc., pp. 189-192, 4th IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2017, Orlando, United States, 2/16/17. https://doi.org/10.1109/BHI.2017.7897237
Kan, C, Chen, R & Yang, H 2017, 'Image-guided Quality Control of Biomanufacturing Process', Procedia CIRP, vol. 65, pp. 168-174. https://doi.org/10.1016/j.procir.2017.04.034
Yao, B & Yang, H 2017, Physical-statistical modeling and regularization of high-dimensional dynamical systems. in HB Nembhard, K Coperich & E Cudney (eds), 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017, Institute of Industrial Engineers, pp. 710-715, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017, Pittsburgh, United States, 5/20/17.
Liu, G & Yang, H 2018, 'Self-organizing network for variable clustering', Annals of Operations Research, vol. 263, no. 1-2, pp. 119-140. https://doi.org/10.1007/s10479-017-2442-2

Clinical Trials Search


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