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What AI-CAD Detects—and Misses—in Real-World Breast Cancer Screening | Synapse
March 3, 2026
Open Access
What AI-CAD Detects—and Misses—in Real-World Breast Cancer Screening
JC
Jung Min Chang
Puntos clave
AI-assisted cancer detection reveals a significant number of false negatives in real-world applications, impacting patient outcomes.
Diagnostic accuracy metrics highlight that AI-CAD systems identify approximately 80% of malignant cases, leaving some undetected cases.
Analysis of real-world data emphasizes that while AI-CAD improves detection, it does not replace the need for human review.
The findings call for further improvements in AI algorithms, suggesting that more training data could enhance accuracy.
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Jung Min Chang (Thu,) studied this question.
synapsesocial.com/papers/69a75f62c6e9836116a2abbe
https://doi.org/https://doi.org/10.3348/jksr.2026.0005
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