Tsai-Hsuan (Angel) Chung

Tsai-Hsuan (Angel) Chung
  • Doctoral Candidate

Contact Information

  • office Address:

    3730 Walnut Street
    526.8 Jon M Hunstman Hall
    Philadelphia, PA 19104

Research Interests: Generative AI and machine learning for healthcare, education, and social good

Links: Personal Website, LinkedIn

Research

  • Hamsa Bastani, Osbert Bastani, Tsai-Hsuan (Angel) Chung, Optimizing Health Supply Chains in LMICs with Machine Learning: A Case Study in Sierra Leone. In Responsible and Sustainable Operations: The New Frontier, edited by Tang, Christopher S. (Switzerland: Springer Nature, 2024), pp. 187-202

    Abstract: This chapter overviews the challenges in pharmaceutical supply chains (PSCs) in Low- and Middle-Income Countries (LMICs), with a focus on Sierra Leone. Furthermore, it describes how traditional supply chain optimization strategies can be used to improve performance of PSCs in Sierra Leone. Finally, it describes the significant potential for using machine learning in this framework for effective demand forecasting. We highlight challenges such as limited data availability, the need to ensure equitable distribution, as well as the potential for transfer learning to address some of these challenges.

Awards and Honors

Activity

Latest Research

Hamsa Bastani, Osbert Bastani, Tsai-Hsuan (Angel) Chung, Optimizing Health Supply Chains in LMICs with Machine Learning: A Case Study in Sierra Leone. In Responsible and Sustainable Operations: The New Frontier, edited by Tang, Christopher S. (Switzerland: Springer Nature, 2024), pp. 187-202
All Research