BEGIN:VCALENDAR
VERSION:2.0
PRODID:icalendar-ruby
CALSCALE:GREGORIAN
X-WR-CALNAME:The Pulse of Robust Machine Learning in Health
X-WR-TIMEZONE:Eastern Time (US & Canada)
BEGIN:VEVENT
DTSTAMP:20261011T173735Z
UID:tag:localist.com\,2008:EventInstance_53798726683959
DTSTART:20261001T183000Z
DTEND:20261001T193000Z
DESCRIPTION:Title: The Pulse of Robust Machine Learning in Health\n\n \n\nS
 peaker: Marzyeh Ghassemi\, Associate Professor at MIT in Electrical Engine
 ering and Computer Science (EECS) and Institute for Medical Engineering & 
 Science (IMES)\n\n \n\nAbstract: Machine learning in health has made impre
 ssive progress in recent years\, powered by an increasing availability of 
 health-related data and high-capacity models. While many models in health 
 now perform at\, or above\, humans in a range of tasks across the human li
 fespan\, models also learn societal biases and may replicate or expand the
 m. In this talk\, Dr. Marzyeh Ghassemi will focus on the need for machine 
 learning researchers and model developers to create robust models that can
  be ethically deployed in health settings\, and beyond. Dr. Ghassemi's tal
 k will span issues in data collection\, outcome definition\, algorithm dev
 elopment\, and deployment considerations.\n\n \n\nSpeaker Bio: Dr. Marzyeh
  Ghassemi is an Associate Professor at MIT in Electrical Engineering and C
 omputer Science (EECS) and Institute for Medical Engineering & Science (IM
 ES). She holds MIT affiliations with the Jameel Clinic\, LIDS\, IDSS\, and
  CSAIL. \nProfessor Ghassemi holds a Germeshausen Career Development Profe
 ssorship\, and was named a CIFAR Azrieli Global Scholar and one of MIT Tec
 h Review’s 35 Innovators Under 35. In 2024\, she received an NSF CAREER 
 award\, and Google Research Scholar Award. Prior to her PhD in Computer Sc
 ience at MIT\, she received an MSc. degree in biomedical engineering from 
 Oxford University as a Marshall Scholar\, and B.S. degrees in computer sci
 ence and electrical engineering as a Goldwater Scholar at New Mexico State
  University.\nProfessor Ghassemi's work spans computer science and clinica
 l venues\, including NeurIPS\, KDD\, AAAI\, MLHC\, JAMIA\, JMIR\, JMLR\, A
 MIA-CRI\, Nature Medicine\, Nature Translational Psychiatry\, and Critical
  Care. Her work has been featured in popular press such as MIT News\, The 
 Boston Globe\, and The Huffington Post.\n\n \n\nThere will be refreshments
  before the talk at 2:00pm outside of LL2.224
GEO:42.363197;-71.127278
LOCATION:Science and Engineering Complex (SEC)\, LL2.224
SUMMARY:The Pulse of Robust Machine Learning in Health
URL;VALUE=URI:https://events.seas.harvard.edu/event/computer-science-colloq
 uium-series-marzyeh-ghassemi-mit
CATEGORIES:Colloquia / Seminar / Lecture
END:VEVENT
END:VCALENDAR