Store multimodal data with purpose-built Health AI services
이번 세션에서는 특수 목적의 헬스 AI 서비스(AWS HealthOmics, AWS HealthLake, AWS HealthImaging)로 멀티모달 데이터를 저장할 수 있습니다.
각 데이터 유형 별로 알맞는 서비스에 저장하려면 해당 폴더에 있는 아티팩트를 따르세요.
- genomic - Run the notebook
store-multimodal-data/genomic/store-analyze-genomicdata-with-awshealthomics.ipynb
. This creates AWS HealthOmics data stores (Reference Store, Variant Store, and Annotation Store) to import reference genome, VCF files, and ClinVar annotation file. - clinical - Follow the instructions in
store-multimodal-data/clinical/README.md
to create AWS HealthLake data store and import NDJSON files. - medical imaging - First, run the notebook s
tore-multimodal-data/medical_imaging/store-imagingdata-with-awshealthimaging.ipynb
to create AWS HealthImaging data stores and import DICOM files. Then, run preprocess-multimodal-date/medical-imaging/imaging-radiomics.ipynb to generate radiomic features from multimple images in parallel using Amazon SageMaker Preprocessing.