Create a list of the physionet databases with detailed description and details about it
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- Python
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Description
So I was working on some algorithm and was thinking: "I need more data, is there any similar database in Physionet?", but then I find myself browsing https://physionet.org/physiobank/database/ which shortly describe all databases, but do not describe them precisely. What if I wanted to find the databases with R-peak annotation on all signals? What if I wanted to find the databases with data from Philips equipment? What if I wanted to find the databases with ECG and ABP? ...
I see two possibilities:
- Let someone collect that information by browsing all the databases one at a time
- Let everyone contribute information to a common Google sheet
The first option has the advantages of being fast, but the disadvantage of being very superficial and it might become outdated information.
The second option has the advantage of giving detailed information about databases and being updated as people work on databases, but it might take some time before we got something complete.
So I initiated the second option here:
https://docs.google.com/spreadsheets/d/1AqnZOE7Hx0Yqs9GGJbeLuGinUKCyamJXvb_DOsfsRnM/edit?usp=sharing
Don't hesitate to add columns if it is useful for you, I think that we can limit columns to the most important information one might need to select the right databases.
In the future, we could add that to a SQL-like database and add a search for a database form on Physionet, or even present the full table as it is currently.
What do you think?
PS: There is a list of databases here, there are missing databases like mimic3* https://physionet.org/physiobank/database/DBS
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
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- Open a pull request that references the issue number.
Research direction
Review the PhysioNet database index and the linked Google Sheet to understand the existing database list and proposed metadata columns. First determine the intended scope and contribution workflow with maintainers; the work is complete only when an agreed, sufficiently detailed and maintainable catalog is produced.
Written by the indexing model from the issue text.
Assessment
- Domain
- documentation
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100