Methods: Our Johns Hopkins University ... Health plans and other organizations might use ED visit classification algorithms to gain an understanding about how populations make use of hospital ...

As shown by González-Recio and Forni (2011), classification algorithms are a valuable alternative to traditional GS methods. The response variables in the 30 data sets were centered at zero and ...

Emergent classification based on the algorithm was strongly and significantly ... Researchers are in need of methods to categorize ED visits as emergent and nonemergent. Public and private ...

The study found that deep learning models, especially CNNs, were the most frequently implemented technique (61.2%), followed ...

One of the most innovative aspects of the system is the integration of OpenAI’s GPT-4o model for automated report writing.

New data fusion method improves diagnostic accuracy ... fusion process for multi-label skin lesion classification. Multi-modal: The learning algorithm includes three different types of data ...