Overview
Explore a comprehensive presentation on QML/QiML technology for medical regulatory agency review in this 1 hour 14 minute talk given on November 9, 2023. Delve into recent developments in quantum machine learning using classical hardware, including Google Bard's announcements and planned applications for complex embedded systems. Gain insights into fundamental aspects of the technology relevant to medical regulatory reviewers, such as the addition of quantum machine learning software libraries to Python notebooks and increased classical RAM requirements. Examine specific medical research, including quantum algorithm prototyping, model complexity and dataset size increases, quantum parameter studies, and efficiency studies, all with corresponding Python notebook reports. Learn about the technology's potential benefits and risks, and review FDA rules, regulations, and guidelines to determine appropriate next steps. Discover how other libraries like TensorFlow for classical ML and Qiskit for quantum ML can be applied in certain scenarios. Access the presentation PDF and various linked resources for a deeper understanding of this cutting-edge technology and its implications for medical regulatory review.
Syllabus
QML/QiML Technology for Medical Regulatory Agency Review Presented Nov. 9, 2023
Taught by
ChemicalQDevice