Using Video Data for Safer Surgery | Daniel Hashimoto | TEDxBeaconStreetSalon скачать в хорошем качестве

Using Video Data for Safer Surgery | Daniel Hashimoto | TEDxBeaconStreetSalon

Most of the data we use in surgery is based on insurance claims data or patient registries. These datasets can describe an operation but not the specifics of what happened in it. New methods in artificial intelligence now help us tap into video-based data to better understand and prevent complications in surgery. This talk explains how AI can help us unlock data in surgical video and why we should build a worldwide database of surgical cases and their outcomes -- a “collective surgical consciousness” that pools the experience of hundreds of surgeons across the world. Daniel Hashimoto obtained his B.A. in Biology with a specialization in Neuroscience from Boston University. He earned his MD from the University of Pennsylvania and an M.S. in Translational Research with a focus on technology and surgical education for which the majority of his research was conducted at the Imperial College London. His research has previously focused on investigating methods of improving the efficiency and quality of technical skills acquisition. He has published on using virtual and augmented reality to assist in the acquisition of surgical technical skills, curriculum development for surgical skills, and the utilization of wearable technology in the operating room. He co-founded the MGH Surgical Artificial Intelligence and Innovation Laboratory and has been collaborating with MIT CSAIL to design and develop a computer vision system for real time analysis of laparoscopic surgical video. The goal of this system is to augment surgical decision-making by providing clinicians with real-time, intraoperative probabilistic estimates of complications. He has conducted research with grant funding from the NIH, the Society of American Gastrointestinal and Endoscopic Surgeons (SAGES), and the Natural Orifice Surgery Consortium for Assessment and Research (NOSCAR) among others. He has helped VC and technology firms evaluate surgical applications for VR, AR, and AI technologies and was recognized as one of MedTech Boston's 40 under 40 Healthcare Innovators in 2017. He holds leadership positions in several national organizations, including the Board of Directors of the Association of American Medical Colleges (AAMC) and the Board of Governors of SAGES. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx