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.
In this work, we look at the effect such non-identical data distributions has on visual classification via Federated Learning.
The automatic generation of radiology reports given medical radiographs has significant potential to operationally and improve clinical patient care.
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.