Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Purpose#R##N#With the intention of extending the perception and action of surgical staff inside the operating room, the medical community has expressed a growing interest towards context-aware systems. Requiring an accurate identification of the surgical workflow, such systems make use of data from a diverse set of available sensors. ,  propose a fully data-driven and real-time method for segmentation and recognition of surgical phases using a combination of video data and instrument usage signals, exploiting no prior knowledge.  also introduce new validation metrics for assessment of workflow detection.
['Olga Dergachyova', 'David Bouget', 'Arnaud Huaulmé', 'Xavier Morandi', 'Pierre Jannin']
I am writing a research paper on a idea Automatic data-driven real-time segmentation and recognition of surgical workflow.
[{"from": "human", "value": "I am writing a research paper on a idea Automatic data-driven real-time segmentation and recognition of surgical workflow."}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Purpose#R##N#With the intention of extending the perception and action of surgical staff inside the operating room, the medical community has expressed a growing interest towards context-aware systems. Requiring an accurate identification of the surgical workflow, such systems make use of data from a diverse set of available sensors. ,  propose a fully data-driven and real-time method for segmentation and recognition of surgical phases using a combination of video data and instrument usage signals, exploiting no prior knowledge.  also introduce new validation metrics for assessment of workflow detection."}]