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Harmonizing Multicenter Datasets: Enhancing Consistency and Longitudinal Alignment using NLP and Realignment Algorithms

Author:Thomas Arnold Lanhong Yao Ben Duffy Greg Zaharchuk Ryan Chamberlain Ludovic Sibille

Session Type:Traditional Poster

Session Date:Monday, 06 May 2024

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights

Program Number:4860

Room Session:Exhibition Hall (Hall 403)

Institution:Stanford University Subtle Medical

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Pretraining using masked language modeling improves label noise robustness on the metadata standardization task

Author:Ben Duffy Ryan Chamberlain

Session Type:Digital Poster

Session Date:Monday, 06 May 2024

Session Name:Self-Supervised AI/ML Techniques

Program Number:1763

Room Session:Exhibition Hall (Hall 403)

Institution:Subtle Medical Inc.

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