37 Making MetaDataCount Computer Vision News Computer Vision News to introduce a novel multimodal dataset to address this gap. The dataset comprises facial videos, audio recordings, and physiological signals obtained from wearable devices, including electrodermal activity and electrocardiogram. They discussed their acquisition process, machine learning baseline models, intended use cases, and limitations. Notably, they highlighted the challenges of releasing such a dataset in the European Union, particularly in light of the recently enacted EU AI Act. For more details, be sure to check out the video above. ② Alice Jin is a fourth-year Ph.D. student in the HealthyML Group at MIT, led by Marzyeh Ghassemi. She presented research focused on predicting clinical diagnoses using checklists, introducing a novel approach by enforcing fairness constraints and leveraging multimodal data. Why checklists? They are rule-based models that apply boolean threshold rules
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