Wang, P., Sheriff, J., Deng, Y. & Bluestein, D. (2024). A Multiscale Biomechanical Model for Two-Platelet Adhesion in Shear Flow. (Under Revision)

Wang, P., Sheriff, J. & Bluestein, D. (2024). A Multiscale Model for Platelet-von Willebrand Factor Adhesion: the Dynamic Effect of von Willebrand Disease. (Under Revision).

Wang, P., Sheriff, J. Zhang, P., and Bluestein, D. Shear-Mediated Platelet Adhesion Dynamics: Correlating In Silico with In Vitro Results. In BMES Annual Fall Meeting 2023, Seattle, WA, October 11-14, 2023.

Wang, P., Zhu, Y., Sheriff, J., Zhang, P., Deng, Y., and Bluestein, D. Shear-Mediated Platelet Adhesion Dynamics And Multi-Platelet Aggregation: In Vitro Validated Multiscale Simulations Using Coarse-Grained Molecular Dynamics And Dissipative Particle Dynamics. In 2023 Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Vail, CO, June 4-8 2023.

Bansal, I., Wang, P., Sheriff, J., and Bluestein, D. Machine Learning-Guided Analysis of Flowing Platelet Adhesion in Microchannels. In 49th Northeast Bioengineering Conference, Philadelphia, PA, March 30-April 1 2023.

Wang, P., Sheriff, J., Zhang, P., Deng, Y. & Bluestein, D. (2023). A Multiscale Model for Shear-Mediated Platelet Adhesion Dynamics: Correlating In Silico with In Vitro Results. Annals of Biomedical Engineering, 51, 1094-1105. DOI: 10.1007/s10439-023-03193-2.

Wang, P., Zhu, Y., Sheriff, J., Zhang, P., Deng, Y., and Bluestein, D. AI-Accelerated Multiscale Modeling for Platelet Adhesion Dynamics and Thrombus Formation at Millisecond and Molecular Resolutions. In BMES Annual Fall Meeting 2022, San Antonio, TX, October 12-15 2022.

Bluestein, D., Sheriff, J., Zhang, P., Han, C., Wang, P., Zhu, Y., Zhang, Z., Slepian, M., and Deng, Y. Machine Learning-Enhanced Multiscale Modeling of Platelet- and Flow-Mediated Thrombosis: In Vitro and In Silico Analysis of Adhesion Dynamics, Multi-Platelet Aggregation, and Thrombus Formation. In 19th U.S. National Congress of Theoretical and Applied Mechanics, Austin, TX, June 19-24 2022.

Wang, P., Zhu, Y., Sheriff, J., Zhang, P., Han, C., Deng, Y., and Bluestein, D. AI-Accelerated Multiscale Modeling for Platelet Adhesion Dynamics and Multi-Platelet Aggregation at Millisecond and Molecular Resolutions. In 2022 Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Eastern Shore, MD, June 20-23 2022.

Wang, P., Sheriff, J., Zhang, P., Zhang, Z., Deng, Y., Bluestein, D. (2021) In VitroMeasurements of Shear-Mediated Platelet Adhesion Kinematics as Analyzed through Machine Learning. Annals of Biomedical Engineering, 49, 3452-3464. https://doi.org/10.1007/s10439-021-02790-3.

Wang, P., Zhang, P., Sheriff, J., Han, C., Deng, Y., and Bluestein, D. A Multiscale Model of Platelet Adhesion Dynamics in Shear Flow. In 2021 Biomedical Engineering Society (BMES) Annual Meeting, Orlando, FL, October 6-9 2021.

Sheriff, J., Wang, P., Zhang, P., Zhang, Z., Bahou, W., Deng, Y., and Bluestein, D. Machine Learning-guided Analysis of Adult and Cord Platelet Adhesion Dynamics. In International Society on Thrombosis and Haemostasis (ISTH) Congress 2021, Philadelphia, PA - Virtual, July 17-21 2021.

Sheriff, J., Wang, P., Zhang, P., Zhang, Z., Bahou, W., Deng, Y., and Bluestein, D. Platelet Adhesion Dynamics: Machine Learning-Assisted Analysis of Adult and Cord Platelets and Development of A Multiscale Model. In Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Virtual, June 14-18 2021.

Zhang Z, Zhang P, Wang P, Sheriff J, Bluestein D, Deng, Y (2021) Rapid Analysis of Streaming Platelet Images by Semi-unsupervised Learning. Computerized Medical Imaging and Graphics, 89, 101895. https://doi.org/10.1016/j.compmedimag.2021.101895

Wang, P., Sheriff, J., Zhang, P., Zhang, Z., Bahou, W., Deng, Y., and Bluestein, D. Machine Learning-Assisted Analysis of Adult and Cord Platelet Adhesion Dynamics. In BMES 2020 Virtual Annual Meeting, Virtual, October 14-17 2020.

Zhang, P., Sheriff, J., Zhang, Z., Wang, P., Gupta, P., Han, C., Slepian, M. J., Deng, Y., and Bluestein, D. A multiscale flow-mediated platelet adhesion model and its experimental validation using machine learning. In Virtual Physiological Human (VPH) 2020 Conference, Paris, France, August 26-28 2020.

Sheriff, J., Zhang, P., Zhang, Z., Wang, P., Deng, Y., and Bluestein, D. Characterization of Flow-Mediated Platelet Activation and Adhesion Dynamics via Semi-Unsupervised Learning. In Virtual Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Vail, Colorado, June 17-20 2020.

Zhang, P., Sheriff, J., Gupta, P., Han, Wang, P., Zhang, Z., Slepian, M., Deng, Y., and Bluestein, D. Machine Learning in Multiscale Modeling and Validation of In Vitro Experiments of Blood Flow and Platelet Mediated Thrombosis Initiation. In Integrating Machine Learning with Multiscale Modeling for Biomedical, Biological, and Behavioral Systems (2019 ML-MSM), Bethesda, MD, October 24-25 2019.

Zhang, P., Sheriff, J., Gupta, P., Han, C., Wang, P., Zhang, Z., Slepian, M., Deng, Y., and Bluestein, D. Machine Learning in Multiscale Modeling of Blood Flow and Platelet Mediated Thrombosis. In BMES Annual Fall Meeting 2019, Philadelphia, PA, October 16-19 2019.

Zhang, P., Sheriff, J., Wang, P., Slepian, M., Deng, Y., and Bluestein, D. A Multiscale Flow-Mediated Platelet Adhesion Model and Its Experimental Validation. In Summer Biomechanics, Bioengineering, and Biotransport Conference (SB3C), Seven Springs, PA, June 25-28 2019.

Zhang, P., Sheriff, J., Gupta, P., Han, C., Wang, P., Slepian, M., Deng, Y., and Bluestein, D. Machine Learning in Multiscale Modeling of Blood Flow and Platelet Mediated Thrombosis. In Multiscale Modeling Consortium Meeting Special Session on Machine Learning, National Institutes of Health, Bethesda, MD, March 6 2019.