AINeutralarXiv – CS AI · Mar 57/10
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Bridging the Reproducibility Divide: Open Source Software's Role in Standardizing Healthcare AI
A study reveals that 74% of healthcare AI research papers still use private datasets or don't share code, creating reproducibility issues that undermine trust in medical AI applications. Papers that embrace open practices by sharing both public datasets and code receive 110% more citations on average, demonstrating clear benefits for scientific impact.