Regular biography
Sally Shrapnel is a researcher with expertise in quantum mechanics, philosophy of time, and the application of machine learning in clinical settings. Her work explores the intersection of these fields, particularly in understanding the nature of time and its implications for causality. She has contributed to significant research on acute kidney injury prediction, the use of AI in healthcare, and the philosophical underpinnings of physical theories. Her research has been published in prestigious journals, and she is actively involved in advancing the understanding of complex systems through interdisciplinary approaches.
Scholar-generated biography
Sally Shrapnel is a researcher at the Centre for Engineered Quantum Systems, University of Queensland, focusing on quantum information and its applications. Her work explores quantum causal modeling, quantum machine learning, and the integration of artificial intelligence in healthcare. She has contributed to studies on the clinical characteristics and outcomes of patients with severe COVID-19, emphasizing the use of open-source clinical science in pandemic response. Her research also addresses the implementation of AI in hospitals to achieve a learning health system, along with the challenges and opportunities in digital health. Additionally, she investigates quantum processes, such as non-Markovianity, and their implications for quantum information theory.