Search Results for author: Grazziela Figueredo

Found 3 papers, 1 papers with code

A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data

no code implementations21 May 2024 Xinyi Wang, Grazziela Figueredo, Ruizhe Li, Wei Emma Zhang, Weitong Chen, Xin Chen

The aim is to provide comprehensive and rich information for researchers interested in automatic clinical report generation and medical image analysis, especially when using multimodal inputs, and assist them in developing new algorithms to advance the field.

Contrastive Learning

Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance Fusion

no code implementations11 Sep 2020 Divish Rengasamy, Benjamin Rothwell, Grazziela Figueredo

Additionally, results reveal that different levels of noise in the datasets do not affect the feature importance ensembles' ability to accurately quantify feature importance, whereas the feature importance quantification error increases with the number of features and number of orthogonal informative features.

BIG-bench Machine Learning Decision Making +1

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