Linked multimodal data for patients in MIMIC-IV
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Description
Thanks for all the great work with MIMIC! I'm looking into developing models using multimodal patient data in MIMIC-IV (e.g., tabular, notes, X-rays, ...) and was wondering if there were (rough) available statistics on the number/proportion of patients with different modalities of data available. I don't think this information is mentioned on the webiste/documentation, though apologies if I've missed it. Having some quick stats on the website would be really useful to get a high-level understanding of what data is available.
Thanks again!
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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.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the MIMIC-IV website and documentation to identify where data-availability information is described and which modalities need coverage statistics. Define the patient counts or proportions for each modality, then publish the agreed summary in the relevant documentation so readers can understand multimodal data availability.
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Assessment
- Domain
- data, documentation
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100