Z. Wang*, S. Chen, T. Liu, and B. Yao, “Multi-Branching Temporal Convolutional Network with Tensor-based Imputation for Diabetic Retinopathy Prediction”, Early Access, IEEE Journal of Biomedical and Health Informatics, 2024. https://doi.org/10.1109/JBHI.2024.3351949
J. Xie*, S. Stavrakis, and B. Yao, “Automated Identification of Atrial Fibrillation from Single-lead ECGs Using Multi-branching ResNet”, Frontiers in Physiology, vol. 15, 2024. https://doi.org/10.3389/fphys.2024.1362185
J. Xie* and B. Yao, “Hierarchical Gaussian Process for Defect Localization in 3D Systems”, accepted, IISE Transactions on Healthcare Systems Engineering, 2023. https://doi.org/10.1080/24725579.2023.2233992
Z. Wang*, S. Stavrakis, and B. Yao, “Hierarchical Deep Learning with Generative Adversarial Network for Automatic Diagnosis of ECG Signals”, Computers in Biology and Medicine, vol. 155, pp. 106641, 2023. https://doi.org/10.1016/j.compbiomed.2023.106641
J. Xie* and B. Yao, “Physics-constrained Deep Learning for Robust Inverse ECG Modeling”, IEEE Transactions on Automation Science and Engineering, vol. 20(1), pp.151-166, 2023. https://dx.doi.org/10.1109/TASE.2022.3144347
J. Xie* and B. Yao, “Physics-constrained Deep Active Learning for Spatiotemporal Modeling of Cardiac Electrodynamics”, Computers in Biology and Medicine, vol. 146, pp. 105586, 2022. https://doi.org/10.1016/j.compbiomed.2022.105586
Z. Wang* and B. Yao, “Multi-Branching Temporal Convolutional Network for Sepsis Prediction”, IEEE Journal of Biomedical and Health Informatics, vol. 26(2), pp.876-887, 2022. https://doi.org/10.1109/JBHI.2021.3092835
B. Yao, “Spatiotemporal Modeling and Optimization for Personalized Cardiac Simulation”, IISE Transactions on Healthcare Systems Engineering, vol. 11(2), pp. 145-150. 2021. https://doi.org/10.1080/24725579.2021.1879322
B. Yao, Y. Chen, and, H. Yang, “Constrained Markov Decision Process Modeling for Optimal Sensing of Cardiac Events in Mobile Health”, IEEE Transactions on Automation Science and Engineering, 2021. https://dx.doi.org/10.1109/TASE.2021.3052483
B. Yao and H. Yang, “Spatiotemporal Regularization for Inverse ECG Modeling”, IISE Transactions on Healthcare Systems Engineering, vol. 11(1), pp. 11-23, 2020. https://doi.org/10.1080/24725579.2020.1823531
B. Yao, C. McLean, and H. Yang, “Robust Optimization of Dynamic Route Planning in Same-day Delivery Networks”, Networks, vol. 73(4), pp. 434-452, 2019. https://doi.org/10.1002/net.21890
F. Imani, B. Yao, R. Chen, P. Rao, and H. Yang, “Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control”, ASME Journal of Manufacturing Science and Engineering, vol. 141(4), pp. 044501, 2018. https://doi.org/10.1115/1.4042579
B. Yao and H. Yang, “Constrained Markov Decision Process Modeling for Sequential Optimization of Additive Manufacturing Build Quality”, IEEE Access, vol. 2(1), pp. 1-9, 2018. https://doi.org/10.1109/ACCESS.2018.2872391
B. Yao, F. Imani, and H. Yang, “Markov Decision Process for Image-guided Additive Manufacturing”, IEEE Robotics and Automation Letters, vol. 3(4), pp. 2792-2798, 2018. https://doi.org/10.1109/LRA.2018.2839973
B. Yao, F. Imani, A. Sakpal, E. W. Reutzel and H. Yang, “Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing,” ASME Journal of Manufacturing Science and Engineering, vol. 140(3), pp. 031014, 2018. http://dx.doi.org/10.1115/1.4037891
R. Zhu, B. Yao, F. Leonelli, and H. Yang, “Optimal Senor Placement for Space-time Potential Mapping and Data Fusion”, IEEE Sensors Letters, vol. 3(1), pp. 1-4, 2018. https://doi.org/10.1109/LSENS.2018.2884205
B. Yao, R. Zhu, and H. Yang, “Characterizing the Location and Extent of Myocardial Infarctions with Inverse ECG Modeling and Spatiotemporal Regularization,” IEEE Journal of Biomedical and Health Informatics, vol. 22(5), pp. 1445-1455, 2017. https://doi.org/10.1109/JBHI.2017.2768534
B. Yao and H. Yang, “Physics-driven Spatiotemporal Regularization for High-dimensional Predictive Modeling: A Novel Approach to Solve the Inverse ECG Problem,” Scientific Reports, vol. 6, pp. 39012, 2016. (Best poster finalist in MIF student poster competition, 2016 INFORMS Annual Meeting) http://dx.doi.org/10.1038/srep39012
H. Li, B. Yao, T. Tu, and G. Guo, “Quantum Computation on Gate-defined Semiconductor Quantum Dots”, Chinese Science Bulletin, Vol. 57(16), pp. 1919-1924, 2012. https://doi.org/10.1007/s11434-012-5091-5
Z. Wang*, C. Liu, and B. Yao, “Multi-Branching Neural Network for Myocardial Infarction Prediction”, Proceedings of IEEE 18th International Conference on Automation Science and Engineering (CASE), Aug. 20-24, 2022, Mexico City, Mexico. https://doi.org/10.1109/CASE49997.2022.9926714
S. Chen, Z. Wang*, B. Yao, and T. Liu, “Prediction of Diabetic Retinopathy Using Longitudinal Electronic Health Records”, Proceedings of IEEE 18th International Conference on Automation Science and Engineering (CASE), Aug. 20-24, 2022, Mexico City, Mexico. https://doi.org/10.1109/CASE49997.2022.9926605
F. Imani, B. Yao, R. Chen, P. K. Rao, and H. Yang, “Fractal Pattern Recognition of Image Profiles for Manufacturing Process Monitoring and Control”, Proceedings of ASME 13th International Manufacturing Science and Engineering Conference, pp. V003T02A003, Jun. 10-14, 2018, College Station, TX. https://doi.org/10.1115/MSEC2018-6523
B. Yao, R. Zhu, and H. Yang, “Inverse ECG Modeling with Spatiotemporal Regularization for the Characterization of Myocardial Infarctions”, Proceedings of IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), pp. 120-123, March 4-7, 2018, Las Vegas, NV. https://doi.org/10.1109/BHI.2018.8333384
B. Yao, and H. Yang, “Physical-Statistical Modeling and Regularization of High-dimensional Dynamical Systems”, Proceedings of IISE Annual Conference & EXPO, pp. 710-715, May 18-21, 2017, Pittsburgh, PA. (https://search.proquest.com/docview/1951118158?pq-origsite=gscholar) (Best paper award in healthcare system)
B. Yao, S. Pei, and H. Yang, “Mesh Resolution Impacts the Accuracy of Inverse and Forward ECG Problems,” Proceedings of IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), pp. 4047–4050, Aug. 16-20, 2016, Orlando, FL. http://dx.doi.org/10.1109/EMBC.2016.7591615