Multimodal Machine Learning: Data Fusion

Adrienne Kline
Towards AI
Published in
7 min readJun 26, 2022

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With the growing popularity of machine learning and the implementations that have come along with it, there are more calls to make decision-support tools that are deployable and relevant. Exploring how a multitude of decisions are made by humans, they rarely hinge on a single data point or a single information source. This gives rise to information fusion in the context of multi (more than 1) modal machine learning…

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I'm an assistant professor @ Northwestern University and Head of AI & Eng. @ Northwestern Medicine's BCVI Center for AI