Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Big data systems can be used to facilitate porfulmedical image analysis at scale. Understanding their behaviorsin this context can lead to many benefits, ranging from superiorinfrastructure configurations to optimized parallel algorithmimplementations.  is, to our knowledge, a first steptowards developing such an understanding for state-of-the-artbig data platforms.  characterize a representative medicalimage segmentation pipeline, detailing the per-stage CPU, memory, I/O reads and writes, and execution time patterns. Thischaracterization has already helped us overcome a bottleneckpersistently causing analysis to crash unexpectedly, and avoidpoor architecture choices on storage and parallel execution.
['Rui Zhang', 'Hongzhi Wang', 'Renu Tewari', 'Gero Schmidt', 'Deepika Kakrania']
I am writing a research paper on a idea Big Data for Medical Image Analysis: A Performance Study
[{"from": "human", "value": "I am writing a research paper on a idea Big Data for Medical Image Analysis: A Performance Study"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Big data systems can be used to facilitate porfulmedical image analysis at scale. Understanding their behaviorsin this context can lead to many benefits, ranging from superiorinfrastructure configurations to optimized parallel algorithmimplementations.  is, to our knowledge, a first steptowards developing such an understanding for state-of-the-artbig data platforms.  characterize a representative medicalimage segmentation pipeline, detailing the per-stage CPU, memory, I/O reads and writes, and execution time patterns. Thischaracterization has already helped us overcome a bottleneckpersistently causing analysis to crash unexpectedly, and avoidpoor architecture choices on storage and parallel execution."}]