Showing 2 ideas for tag "informatics"
(@gerryn) kudos icon 9

2020 Epilepsy Research Benchmarks

Merge and share datasets across different research studies trending idea

Epilepsy patients' research data are typically collected and stored in standalone de-identified database silos, making it impossible to merge or compare data across disparate research studies or give feedback to the patient. A patient-generated clinical research ID (CRID) could be used to merge and share data across different research studies for the same patient without revealing PHI/PII data. CRID enables a secure two-way... more »

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(@gerryn) kudos icon 5

2020 Epilepsy Research Benchmarks

Epilepsy-related "training" datasets for machine learning

Most epilepsy-related Machine Learning (ML) tools tend to focus on seizure detection using readily available EEG "training" datasets. ML has potentially many other epilepsy-related use cases beyond seizure detection that are yet to be discovered, but the lack of "training" data is likely hindering its use. If tools could be developed to help identify and generate new "training" data from existing epilepsy datasets, ML... more »

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