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Protocol for Developing a Federated Learning Model for Mortality Prediction in Spinal Cord Injury Patients
Overview
This protocol outlines the development of a federated learning (FL) model with…
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Hi,
I'm using MIMIC-IV 3.0 dataset with PyHealth. When I try to set the mortality prediction task, I get an `IndexError: list index out of range`.
Here's my code:
```python
from pyhealth.dat…
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Developing diagnostics that better evaluate sex ratio observations against model predictions would be useful, especially given some of the differences observed in the fisheries selectivities estimates…
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## Adding a Dataset
- **Name:** *Mimic-III*
- **Description:** *Predicting patient mortality from admission and discharge notes,*
- **Task:** Text classification
- **Paper:** *https://arxiv.org/ab…
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Hello - this is not a technical/code issue, rather a request for information.
Amazing codebase by the way!
I have successfuly rebuilt the datasets for each of the clinical-outcomes - although …
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### Is your feature request related to a problem? Please describe.
to build a model that can predict the likelihood of a patient's mortality based on their medical history, clinical data, and other r…
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hello,
we are trying to run the mortality prediction scripts on BioBERT model, however, we are encountering errors wrt the tokenizer.
![farm_error](https://user-images.githubusercontent.com/55…
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For the mortality prediction, I notice you don't look at the timestamp for the notes in the script https://github.com/kaggarwal/ClinicalNotesICU/blob/master/scripts/extract_notes.py. So is it possible…
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Link here to EHR model write ups: https://www.synapse.org/#!Synapse:syn18405992/wiki/600912
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We've talked about cataloging the various intermediate and final data products produced by the various scripts / notebooks in this repository. We have an intake catalog in `carbonplan_forests/data` an…