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X-WR-CALNAME:Stanford - Department of Biomedical Data Science
X-ORIGINAL-URL:https://dbds.stanford.edu
X-WR-CALDESC:Events for Stanford - Department of Biomedical Data Science
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20231207T170000
DTEND;TZID=America/Los_Angeles:20231207T200000
DTSTAMP:20260429T203450
CREATED:20231107T191815Z
LAST-MODIFIED:20231203T180620Z
UID:9984-1701968400-1701979200@dbds.stanford.edu
SUMMARY:DBDS Holiday Extravaganza
DESCRIPTION:December 7\, 2023; Stanford Faculty Club \nMore info to come! \n 
URL:https://dbds.stanford.edu/event/dbds-holiday-extravaganza/
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20231206T113000
DTEND;TZID=America/Los_Angeles:20231206T130000
DTSTAMP:20260429T203450
CREATED:20231116T000323Z
LAST-MODIFIED:20231130T164539Z
UID:10153-1701862200-1701867600@dbds.stanford.edu
SUMMARY:Faculty Meeting: (November + December) December 6\, 2023
DESCRIPTION:Lunch will be provided. \nZoom link: https://stanford.zoom.us/j/97249583050?pwd=S20vUFFTOEppazZpbGFiVktCZ3lYQT09&from=addon#success
URL:https://dbds.stanford.edu/event/dbds-faculty-meeting-novemberdecember-2023-12-6-23/
LOCATION:MSOB Conference Room
ORGANIZER;CN="Bisera More":MAILTO:bmore@stanford.edu
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20231108T140000
DTEND;TZID=America/Los_Angeles:20231108T150000
DTSTAMP:20260429T203450
CREATED:20231106T223446Z
LAST-MODIFIED:20231108T195206Z
UID:9972-1699452000-1699455600@dbds.stanford.edu
SUMMARY:Kevin Wu:  Medical AI After Deployment: Data-driven analyses and methods for clinically viable AI
DESCRIPTION:Wednesday\, November 8th\, 2023 \n2:00 pm – 3:00 pm PST  \nCCSR 0235 \nZoom Link: https://stanford.zoom.us/j/95984592133?pwd=MDRXcyt4eTlCVlZhdHZYZ0prLzBGZz09 \nTitle: Medical AI After Deployment: Data-driven analyses and methods for clinically viable AI \nAbstract: Medical AI algorithms have undergone significant development and regulatory approval\, with over 600 FDA-approved medical AI devices currently. However\, their actual clinical safety and impact remain unclear. First\, we analyze FDA submission documents and find that the majority of FDA approvals do not report multi-site evaluation\, and nearly none have prospective analyses. Second\, we track the occurrences of newly released AI billing codes in a nationwide insurance claims database and find that only a handful of products have meaningful clinical adoption. Finally\, we systematically track device updating in FDA submissions and find that the majority of devices have not had updates to model weights since initial approval. Given these limitations\, we propose several methods to address common issues with algorithmic deployment. First\, we present a framework for understanding the marginal contribution of distribution shifts to overall model degradation. Second\, we present a method for efficient missing data collection in the context of fixed models. Finally\, we present ways to improve the robustness of evaluating medical LLMs.
URL:https://dbds.stanford.edu/event/kevin-wu-title-medical-ai-after-deployment-data-driven-analyses-and-methods-for-clinically-viable-ai/
LOCATION:CCSR 0235
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20231108T120000
DTEND;TZID=America/Los_Angeles:20231108T130000
DTSTAMP:20260429T203450
CREATED:20231107T191644Z
LAST-MODIFIED:20231107T191644Z
UID:9982-1699444800-1699448400@dbds.stanford.edu
SUMMARY:Faculty Development Committee Meeting
DESCRIPTION:Wednesday\, November 8\, 2023 from 12:00 PM to 1:00 PM \nhttps://stanford.zoom.us/j/98257342544?pwd=VWNJa0l0S05YTGZSbkxtaUozVkNyUT09&from=addon \nAttendees: Olivier Gevaert; Theresa McCann-Packer; Iain M Johnstone; Manisha Desai; Teri Klein; James Zou; Julia Adela Palacios; Lu Tian; Ni Deng; Daniel Rubin
URL:https://dbds.stanford.edu/event/faculty-development-committee-meeting/
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20231025T150000
DTEND;TZID=America/Los_Angeles:20231025T150000
DTSTAMP:20260429T203450
CREATED:20231016T203948Z
LAST-MODIFIED:20231016T210417Z
UID:9668-1698246000-1698246000@dbds.stanford.edu
SUMMARY:Workshop on GenAI in Healthcare: Red Teaming
DESCRIPTION:Please join us for an interaction session to test GenAI models for potential issues with biases\, inaccuracies\, and other matters related to healthcare.   Red-teaming is a form of evaluation that elicits model vulnerabilities that might lead to undesirable behaviors. We will be looking for such behaviors on healthcare-related tasks. \nAll faculty\, graduate students and postdocs are welcome.  We will break into groups with table leaders from Stanford Healthcare\, School of Medicine\, CS and external partners providing technical and clinical insights. At the end we’ll have a read-out of findings\, and then continue the conversations during happy hour. \nREGISTER HERE \nDate: October 25th\nLocation: Chem-H Building Room E241\nAgenda:\n3:00pm | Check in begins\n3:15pm | Table groups begin Red Teaming\n4:45pm | Happy hour\n6:00pm | Event concludes\nIf you have questions\, please contact Roxana Daneshjou or Karen Matthys. Faculty\, if you’re interested in leading a table group please let us know.
URL:https://dbds.stanford.edu/event/workshop-on-genai-in-healthcare-red-teaming/
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20230915T080000
DTEND;TZID=America/Los_Angeles:20230915T170000
DTSTAMP:20260429T203450
CREATED:20230915T210906Z
LAST-MODIFIED:20230915T212500Z
UID:9267-1694764800-1694797200@dbds.stanford.edu
SUMMARY:DBDS Retreat September 18-20 Asilomar Conference Center
DESCRIPTION:BMI 2023 Retreat Agenda\nSeptember 18-20\, 2023 | Asilomar Conference Center | Pacific Grove\, CA \nMonday\, September 18                                                                                  \n\n\n\nTime\nActivity\nWhere\n\n\n3:30-5:00 PM\nCheck In and Welcome Reception\nThe Meadows/BBQ Area\n\n\n5:00-5:45 PM\nGroup Photo & Headshots\nBack steps of Hearst Social Hall\n\n\n6:00-7:00 PM\nDinner\nSeascape Room\n\n\n7:00-7:45 PM\nState of the Department\nSeascape Room\n\n\n7:45-8:45 PM\nAlumni Fireside Chat\nWith Serge Saxonov and Iwei Yeh\nSeascape Room\n\n\n8:45-11:00 PM\nBonfire\nThe Meadows/BBQ Area\n\n\n\nTuesday\, September 19 \n\n\n\nTime\nActivity\nWhere\n\n\n7:30-8:20 AM\nBreakfast\n Seascape Room\n\n\n8:20-8:30 AM\nBreak\n\n\n8:30-9:30 AM\nFaculty Lightning Talks\n Merrill Hall\n\n\n9:30-9:45\nBreak\n\n\n9:45-10:45 AM\nIce Breaker\n Merrill Hall\n\n\n10:45-11:00 AM\nBreak \n\n\n11:00-12:00 PM\nPoster Session I\nMerrill Hall\n\n\n12:00-1:00 PM\nLunch\nSeascape Room\n\n\n1:00-1:10 PM\nBreak\n\n\n1:10-2:10 PM\nFaculty Lightning Talks\n Merrill Hall\n\n\n2:10-3:00 PM\nCasual Faculty Forum\nSurf and Sand\n\n\n2:10-5:00 PM\nSandcastle Competition (optional)\nAsilomar Beach Area\n\n\n5:00-6:00 PM\nPoster Session II\n Merrill Hall\n\n\n6:00-7:10 PM\nDinner\nSeascape\n\n\n7:00-7:10 PM\nBreak\n\n\n7:10-9:00 PM\nCommunity Game Night\nMerrill Hall\n\n\n\nWednesday\, September 20 \n\n\n\nTime\nActivity\nWhere\n\n\n7:30-8:30 AM\nBreakfast\nSeascape\n\n\nPlease check out of your room by 11 AM\n\n\n8:30-9:30 AM\nFaculty Lightning Talks\nMerrill Hall\n\n\n9:30-10:30 AM\nRoadmap Overview and Breakouts\n\n\n10:30-11:45 AM\nNew Student Orientation\n\n\n11:00-11:45 AM\nReturning students Cohort Huddles\n\n\n11:45 AM\nNew Student Lunch\nMerrill Hall
URL:https://dbds.stanford.edu/event/dbdb-retreat-september-18-20-asilomar-conference-center/
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