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Update data_pre_processing tab#40

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alexsigaras merged 4 commits intoeipm:developfrom
satra:patch-2
Apr 15, 2025
Merged

Update data_pre_processing tab#40
alexsigaras merged 4 commits intoeipm:developfrom
satra:patch-2

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@satra
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@satra satra commented Apr 6, 2025

This updates the data pre processing tab with some adjustments for release 2.0.0

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Hi @satra : Could you please let us know when ready to review? Thanks

@alexsigaras alexsigaras requested a review from Copilot April 9, 2025 15:24
@alexsigaras alexsigaras added the documentation Improvements or additions to documentation label Apr 9, 2025
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Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.

Comment thread src/tabs/data_pre_processing.py Outdated
alexsigaras and others added 2 commits April 9, 2025 11:29
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
@satra satra marked this pull request as ready for review April 10, 2025 04:46
@alexsigaras alexsigaras requested a review from Copilot April 15, 2025 15:11
@alexsigaras alexsigaras self-assigned this Apr 15, 2025
@alexsigaras alexsigaras self-requested a review April 15, 2025 15:11
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🚀

@alexsigaras alexsigaras merged commit a7b6464 into eipm:develop Apr 15, 2025
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Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.

Comments suppressed due to low confidence (1)

src/tabs/data_pre_processing.py:48

  • Consider removing the extraneous comma and 'and' in this list item to maintain consistent list formatting (e.g. "- Mel spectrogram").
- Mel spectrogram, and 

as sensitive (Column name: Identifier?) available at: [https://github.com/eipm/bridge2ai-redcap/blob/main/data/bridge2ai_voice_project_data_dictionary.csv](https://github.com/eipm/bridge2ai-redcap/blob/main/data/bridge2ai_voice_project_data_dictionary.csv).

In addition, all free text responses are evaluated for PII and removed when not appropriate.
In addition, all spectrograms, mfcc, and transcriptions from open responses are removed from the feature only dataset.
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For consistency with the rest of the document, consider capitalizing 'mfcc' to 'MFCCs'.

Suggested change
In addition, all spectrograms, mfcc, and transcriptions from open responses are removed from the feature only dataset.
In addition, all spectrograms, MFCCs, and transcriptions from open responses are removed from the feature only dataset.

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