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Hauptverfasser: McCullum, Lucas, de la Hoz, Miguel Angel Armengol, Bielick, Catherine, Ebner, Daniel K., Fiske, Amelia, Gallifant, Jack, Gichoya, Judy W., Gorijavolu, Rahul, Izath, Nura, Premo, Anna E., Teixeira, Alice Rangel, Sauer, Christopher M., Celi, Leo A.
Format: Preprint
Veröffentlicht: 2025
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2508.20120
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author McCullum, Lucas
de la Hoz, Miguel Angel Armengol
Bielick, Catherine
Ebner, Daniel K.
Fiske, Amelia
Gallifant, Jack
Gichoya, Judy W.
Gorijavolu, Rahul
Izath, Nura
Premo, Anna E.
Teixeira, Alice Rangel
Sauer, Christopher M.
Celi, Leo A.
author_facet McCullum, Lucas
de la Hoz, Miguel Angel Armengol
Bielick, Catherine
Ebner, Daniel K.
Fiske, Amelia
Gallifant, Jack
Gichoya, Judy W.
Gorijavolu, Rahul
Izath, Nura
Premo, Anna E.
Teixeira, Alice Rangel
Sauer, Christopher M.
Celi, Leo A.
contents Datasets together with active scientific communities prepared to leverage them can contribute to scientific progress and facilitate making research more equitable. In this study we found that MIMIC, despite its limited amount of funding, managed to provide higher impact per dollar spent through accessible data communities. These findings support the notion that making clinical data available empowers innovation which directly addresses clinical concerns and can set new standards for inclusivity.
format Preprint
id arxiv_https___arxiv_org_abs_2508_20120
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle The Power of Data Communities
McCullum, Lucas
de la Hoz, Miguel Angel Armengol
Bielick, Catherine
Ebner, Daniel K.
Fiske, Amelia
Gallifant, Jack
Gichoya, Judy W.
Gorijavolu, Rahul
Izath, Nura
Premo, Anna E.
Teixeira, Alice Rangel
Sauer, Christopher M.
Celi, Leo A.
Digital Libraries
Datasets together with active scientific communities prepared to leverage them can contribute to scientific progress and facilitate making research more equitable. In this study we found that MIMIC, despite its limited amount of funding, managed to provide higher impact per dollar spent through accessible data communities. These findings support the notion that making clinical data available empowers innovation which directly addresses clinical concerns and can set new standards for inclusivity.
title The Power of Data Communities
topic Digital Libraries
url https://arxiv.org/abs/2508.20120