Example gauge chart outputs produced by the M.E.D.V.I.S. algorithm.

<p>These gauge charts display each figure’s score in four key categories, with the red mark indicating the threshold for acceptable performance. The corresponding images for each gauge chart are shown alongside. <b>(a)</b> This figure is considered moderately effective by the algor...

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Bibliographic Details
Main Author:	Hector Torres (11708207) (author)
Other Authors:	Efe Ozturk (16987056) (author), Zhou Fang (209353) (author), Nicholas Zhang (17836430) (author), Shuangyi Cai (22693503) (author), Neel Sarkar (22693506) (author), Ahmet F. Coskun (138133) (author)
Published:	2025
Subjects:	Medicine Biotechnology Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified required background knowledge provide accessible solutions present case studies interpreting complex datasets generate tailored feedback benchmarking visualization platforms biomedical visuals using good &# 8221 standardized evaluation methods iterative scoring algorithm improving figure design evaluating biomedical figures biomedical research classify figures &# 8220 world applicability study introduces quantification system published research introduce spatioview four criteria findings highlight financial cost figure evaluation distinct visualizations developed metrics demonstrate real comprehensive framework comparative analysis color usage
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Example gauge chart outputs produced by the M.E.D.V.I.S. algorithm.

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