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  • Apr
    19

    CS Distinguished Lecture Series - Jenna Wiens "From Diagnosis to Treatment - Augmenting Clinical Decision Making with Artificial Intelligence"

    Department of Computer Science

    12:00 PM

    EVENT DETAILS

    Abstract

    Though the potential of artificial intelligence (AI) in healthcare warrants genuine enthusiasm, meaningful impact will require careful integration into clinical care. AI tools are susceptible to mistakes and rarely capable of capturing all of the nuances pertaining to a complex clinical situation. Thus, we propose approaches designed to augment, rather than replace, clinicians during clinical decision making. In this talk, I will highlight two related research directions in which we propose i) a transfer learning approach for mitigating potentially harmful shortcuts when making diagnoses and ii) a novel reinforcement learning approach for matching patients to treatments. In summary, there’s a critical need for machine learning in healthcare; however, the safe and meaningful adoption of these techniques will require collaboration between clinicians and AI.

    Biography

    Jenna Wiens is an Associate Professor of Computer Science and Engineering (CSE) and co-Director of Precision Health at the University of Michigan in Ann Arbor. Her primary research interests lie at the intersection of machine learning, data mining, and healthcare. Wiens received her PhD from MIT in 2014, was named Forbes 30 under 30 in Science and Healthcare in 2015, received an NSF CAREER Award in 2016, was named to the MIT Tech Review's list of Innovators Under 35 in 2017, and recently was awarded a Sloan Research Fellowship in Computer Science.

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    TIME Monday, April 19, 2021 at 12:00 PM - 1:00 PM

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    CONTACT Pamela Villalovoz    pmv@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • May
    23

    Efficient Machine Learning and Optimization

    Department of Computer Science (CS)

    8:30 AM 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILSmore info

    TIME Friday, May 23, 2025 at 8:30 AM - 5:00 PM

    LOCATION 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Indira Munoz    indira.munoz@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • May
    29

    Bagel Thursday

    Department of Computer Science (CS)

    9:00 AM

    EVENT DETAILS

    TIME Thursday, May 29, 2025 at 9:00 AM - 11:00 AM

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    CONTACT Wynante R Charles    wynante.charles@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • May
    29

    Computer Science End of Year Awards

    Department of Computer Science (CS)

    2:30 PM Cohen Commons, Technological Institute

    EVENT DETAILS

    TIME Thursday, May 29, 2025 at 2:30 PM - 4:00 PM

    LOCATION Cohen Commons, Technological Institute    map it

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    CONTACT Wynante R Charles    wynante.charles@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • Jun
    3

    MS in Information Technology (MSIT) Online Information Session

    MS in Information Technology (MSIT) Program

    7:00 PM

    EVENT DETAILSmore info

    TIME Tuesday, June 3, 2025 at 7:00 PM - 8:00 PM

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    CONTACT Svetlana Korzeniowski    msit@northwestern.edu EMAIL

    CALENDAR MS in Information Technology (MSIT) Program