Flow in MIP Local
MIP Local is installed in participating hospitals and used to collect clinical data
provided by the hospital. Only patients with consent are selected, and no data ever leaves
the hospital premises.
Flow of data in MIP Local installed at a hospital
graph BT
subgraph Clinical data or research cohorts
in_ehr(EHR database)
in_pacs(PACS)
end
subgraph Data Capture
subgraph Anonymiser
dc_anon_ehr>Depersonalisation of EHR data]
dc_anon_mri>Depersonalisation of MRI scans]
end
end
subgraph Data Factory
subgraph Workflow engine
airflow_mri_preprocessing>MRI pre-processing] --> airflow_feature_extraction>Feature Extraction]
airflow_ehr_version>Versioning] --> airflow_ehr_harmonise>Harmonisation]
end
df_i2b2(I2B2 database)
airflow_feature_extraction --> df_i2b2
airflow_ehr_harmonise --> df_i2b2
end
subgraph Algorithm Factory
hd_features(Features database) --- af_worker(Algorithms)
end
in_ehr -->|Patients with consent| dc_anon_ehr
in_pacs -->|Patients with consent| dc_anon_mri
dc_anon_ehr --> airflow_ehr_version
dc_anon_mri --> airflow_mri_preprocessing
df_i2b2 --> hd_features