Explore the application of Physics-Informed Neural Networks in Medicine through a comprehensive presentation by Marta Varela Anjari from Imperial College London. Delivered as part of the DataLearning working group's weekly meeting on September 13, 2022, this 57-minute talk delves into the intersection of data assimilation, machine learning, and medical science. Gain insights into how interdisciplinary researchers are developing innovative technologies that combine physical principles with neural networks to advance medical applications. Discover the potential impact of these cutting-edge approaches on healthcare and medical research. Suitable for researchers, students, and professionals interested in the convergence of physics, artificial intelligence, and medicine.