Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Display Omitted To improve patient safety, large sets of safety events must be searched to find similar events. describe an approach to process the unstructured and structured data elements in event reports.A use case highlights the utility of considering both unstructured and structured data in search. Most healthcare systems have implemented patient safety event reporting systems to identify safety hazards. Searching the safety event data to find related patient safety reports and identify trends is challenging given the complexity and quantity of these reports. Structured data elements selected by the event reporter may be inaccurate and the free-text narrative descriptions are difficult to analyze.   present and explore methods for utilizing both the unstructured free-text and structured data elements in safety event reports to identify and rank similar events.  evaluate the results of three different free-text search methods, including a unique topic modeling adaptation, and structured element ights, using a patient fall use case. The various search techniques and ight combinations tended to prioritize different aspects of the event reports leading to different search and ranking results. These search and prioritization methods have the potential to greatly improve patient safety officers, and other healthcare workers, understanding of which safety event reports are related.
['Allan Fong', 'A. Zachary Hettinger', 'Raj M. Ratwani']
I am writing a research paper on a idea Exploring methods for identifying related patient safety events using structured and unstructured data
[{"from": "human", "value": "I am writing a research paper on a idea Exploring methods for identifying related patient safety events using structured and unstructured data"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Display Omitted To improve patient safety, large sets of safety events must be searched to find similar events. describe an approach to process the unstructured and structured data elements in event reports.A use case highlights the utility of considering both unstructured and structured data in search. Most healthcare systems have implemented patient safety event reporting systems to identify safety hazards. Searching the safety event data to find related patient safety reports and identify trends is challenging given the complexity and quantity of these reports. Structured data elements selected by the event reporter may be inaccurate and the free-text narrative descriptions are difficult to analyze.   present and explore methods for utilizing both the unstructured free-text and structured data elements in safety event reports to identify and rank similar events.  evaluate the results of three different free-text search methods, including a unique topic modeling adaptation, and structured element ights, using a patient fall use case. The various search techniques and ight combinations tended to prioritize different aspects of the event reports leading to different search and ranking results. These search and prioritization methods have the potential to greatly improve patient safety officers, and other healthcare workers, understanding of which safety event reports are related."}]