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Part 1: Document Description
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Citation |
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Title: |
Replication data for: An annotated dataset of tongue images |
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Identification Number: |
doi:10.7910/DVN/COJZMQ |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2019-12-24 |
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Version: |
8 |
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Bibliographic Citation: |
Tang, Chunlei, 2019, "Replication data for: An annotated dataset of tongue images", https://doi.org/10.7910/DVN/COJZMQ, Harvard Dataverse, V8 |
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Citation |
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Title: |
Replication data for: An annotated dataset of tongue images |
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Identification Number: |
doi:10.7910/DVN/COJZMQ |
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Authoring Entity: |
Tang, Chunlei (Harvard University) |
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Other identifications and acknowledgements: |
Dan Shia, Yueyang Hospital of Integrated Traditional Chinese Medicine and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, CHN, 200437 |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Tang, Chunlei |
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Depositor: |
Chunlei Tang |
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Date of Deposit: |
2019-12-24 |
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Holdings Information: |
https://doi.org/10.7910/DVN/COJZMQ |
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Study Scope |
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Keywords: |
Medicine, Health and Life Sciences, tongue patch |
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Abstract: |
To develop a non-invasive assessment tool using machine learning in supporting a timely, accurate diagnosis in the elderly, we created an annotated dataset of 668 (so far 95) tongue images collected from hospitalized geriatric patients in a tertiary hospital in Shanghai, China. Images were captured via a light-field camera using CIELAB color space (to simulate human visual perception) and then were manually labeled by a panel of subject matter experts after chart reviewing patients’ clinical information documented in the hospital’s information system. |
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Notes: |
(1) a sample link lies at https://www.dataindustry.org/tongue; (2) another duplication of samples lies at IEEE DataPort as https://ieee-dataport.org/open-access/annotated-dataset-tongue-images; (3) due to the COVID-19, this dataset will be slowly increased, but will continuously grow; (4) we are still waiting for a Dataverse’s new tool coming soon called DataTag to allow sharing of sensitive data up to Harvard level 3 of data sensitivity. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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DIB_tables.docx |
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Text: |
This explanation is related to two Excel files we previously uploaded as tongue_data_sample-1.xlsx and sample of unlabeled data-1.csv. |
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application/vnd.openxmlformats-officedocument.wordprocessingml.document |
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IRB_approval.pdf |
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application/pdf |
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Letter_of_support.pdf |
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application/pdf |
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sample of unlabeled data-1.csv |
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text/csv |
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tongue_data_sample-1.xlsx |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet |