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Found 5 papers, 3 papers with code
DeepOPG: Improving Orthopantomogram Finding Summarization with Weak Supervision
The proposed dental coherence and weak supervision both are shown to improve DeepOPG by adding 5. 9% and 0. 4% to AP@IoU=0. 5.
Federated Visual Classification with Real-World Data Distribution
Furthermore, differing quantities of data are typically available at each device (imbalance).
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification
In this work, we look at the effect such non-identical data distributions has on visual classification via Federated Learning.
Clinically Accurate Chest X-Ray Report Generation
The automatic generation of radiology reports given medical radiographs has significant potential to operationally and improve clinical patient care.
Unsupervised Multimodal Representation Learning across Medical Images and Reports
Joint embeddings between medical imaging modalities and associated radiology reports have the potential to offer significant benefits to the clinical community, ranging from cross-domain retrieval to conditional generation of reports to the broader goals of multimodal representation learning.
