UoA BioEngineering model repository, from the perspective of CellML, but mentioned FieldML
Description:
Mathematical model repository - generic models, not patient specific. Not really data per se, rather, a collection of models in a database.
Additional information:
Have_(encrypted)_NHI | No |
Personally identifiable (e.g. linked to NHI numbers) and longitudinal or aggregated (e.g. for planning, clinical research etc.)? | No |
Volume of data (e.g. how many records) Since when? | Currently around 500 CellML models, dating from 1950s through to current |
Purpose and governance including ethics committee/patient consent mechanisms. Q: How do you get around ethics/privacy issues with your data sources? Esp. DHBs? | Papers are already published, and permit reproduction of model. |
Scope | National |
Does the data contain diagnoses and clinical outcomes? Does the data contain procedures, device information and medication for therapy? Does this data set have cost / price data? | No, No, Free |
Presence of Data dictionary? Column headings in Excel or any kind of data model if residing in a relational database (e.g. Access, SQL Server, Oracle etc.) | CellML (an open standard) is the format of the models. A similar repository of anatomical models is being created, and will use the FieldML standard. |
Linked (or linkable) to other datasets within your organisation or across the Sector | No |
How often does this data set get updated? Daily? Weekly? Monthly? Quarterly? Yearly? | Monthly |
Indication of data quality (e.g. missing values, duplications, inconsistencies etc.). Q: Audits? How do you ensure the data is valid and correct? | In previous years, a full time curator was employed for quality assurance. |
Brief info about the systems and processes used to collect/manage data. Q: Where the data is collected, in what form, and accessibility? | Scientific publications of models are usually then manually converted to the CellML format |
Data format, e.g., data structure, data types, and storage form (relational database, Excel, csv, etc.). | CellML standard, based on XML. Stored using ZODB object database and Mercurial DVCS, managed by PMR Software (PMR for Physiome Model Repository). |
How well the data is structured, e.g. free text VS coded text VS pick-list (drop-down list) | CellML allows for very rich structure |
How quickly can the data be made available from time of request and how old is the data once it is made available | Instant access via web (http://models.cellml.org) |