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Warwick Medical School

WMS Events Calendar

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Monday, December 11, 2023

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TIA Seminar Series: AI-driven efficient patient prognosis based on 3D pathology samples
Online

Dr Andrew Song - Harvard Medical School, Boston, USA

Human tissue forms a microenvironment that is fundamentally three-dimensional (3D). However, the standard-of-care in pathologic diagnosis involves selecting a few two-dimensional (2D) sections for microscopic evaluation, risking sampling bias and misdiagnosis. Diverse methods for capturing 3D tissue morphologies have been developed, with minimal success in translation to clinical practice; manual and computational evaluations of such large 3D data have been impractical and/or unable to provide patient-level clinical insights. Here we present Modality-Agnostic Multiple instance learning for volumetric Block Analysis (MAMBA), a deep-learning-based platform for processing 3D tissue images and predicting patient outcomes.

More information | Tags: EventsAndOpendays HealthGRP GRPEvents |

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