Lucian Itu - full presentation at PeakIt скачать в хорошем качестве

Lucian Itu - full presentation at PeakIt

Presentation: Deep Learning for Medical Image Analysis Deep Learning has witnessed a tremendous increase during the last decade which has been driven on one side by the large amounts of data that have become available and on the other side by the advancements in hardware, and specifically in general purpose GPUs, which allow us to train deep learning models very efficiently on large amounts of data. The presentation details how at Siemens we leverage AI across the entire data continuum, that means from the data acquisition and generation stage, through the data processing and interpretation stage, the data mapping and fusion stage, finally reaching a patient-centric level, where we allow the clinician to take a more informed decision regarding the diagnosis and treatment planning. --------------------------- About Lucian Itu --------------------------- Lucian Mihai Itu is heading the Artificial Intelligence team, within the Image Fusion and Analytics group, at Siemens. He received the Dipl.-Eng. degree in Systems Engineering from the Transilvania University of Brasov in 2009 and the PhD degree in Systems Engineering in 2013 after having collaborated with Siemens Corporate Research, Princeton, USA during the doctoral studies. He has participated in numerous European, National and Industry funded R&D projects. The research filed he’s interested in is artificial intelligence with focus on machine learning, modeling of the human physiology, and high performance computing. He has published over 60 papers in various international journals and conferences. He is joint author of over 30 international patent applications