The process of using the M.E.D.V.I.S. algorithm.

The process of using the M.E.D.V.I.S. algorithm.

<p>The images and their captions are scored by the algorithm based on complexity (segmentation), color scoring (difference in RGB channels), whitespace (white pixel count), and visualization count (caption indication). All are placed into three dimensionality reduction methods, which are then...

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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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