3/27/2023 0 Comments Steven lin timenet group![]() ![]() Directed content analysis was used to assign a negative, neutral, or positive connotation to each response and website title provided by the VAs. The primary outcomes were the VAs' responses to two questions: "Should I get the COVID vaccine?" and "Is the COVID vaccine safe?". Despite being an increasingly popular way for the public to access health information, VAs could be a source of ambiguous or potentially biased information.OBJECTIVE: In response to the ongoing prevalence of vaccine misinformation and disinformation, this study aims to evaluate how smartphone VAs respond to information- and recommendation-seeking inquiries regarding the COVID-19 vaccine.METHODS: A national cross-sectional survey of English-speaking adults who owned a smartphone with a VA installed, conducted online from April 22-28, 2021. His current focus is on artificial intelligence and machine learning in healthcare.īACKGROUND: Artificial intelligence (AI)-powered voice assistants (VAs) - like Apple Siri, Google Assistant, and Amazon Alexa - interact with users in natural language and are capable of responding to simple commands, searching the internet, and answering questions. His research covers a wide range of topics. Lin is the author of over 350 scholarly works and conference presentations. He is the founder of 3 nationally recognized programs – the O’Connor-Stanford Leaders in Education Residency Program (OSLER), the Stanford Medical Scribe Fellowship (COMET), and the Stanford Healthcare AI Applied Research Team (HEA3RT). Lin is the Family Medicine Service Chief and the Head of Technology Innovation in the Division of Primary Care and Population Health at Stanford. ![]() Lin is fluent in Mandarin Chinese and provides the highest quality, evidence based, culturally competent care for people of all backgrounds at Stanford. He is proficient in a wide range of primary care procedures – including over 40 different skin, musculoskeletal, and women’s health procedures that are performed in the office. He has a particular interest in preventive cardiology, diabetes, hepatitis B, and mental health. Lin cares for people of all ages, often for members of the same family. He has received numerous national awards and is a James Puffer/ABFM fellow with the National Academy of Medicine. Lin is certified by the American Board of Family Medicine and is an active member of the Society of Teachers of Family Medicine. He earned his MD from Stanford University School of Medicine and completed his training at Stanford’s family medicine residency program. Lin is an expert clinician, educator, researcher, and health system leader in the specialty of family medicine.
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