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AI routine blood tests இலிருந்து liver cancer இன் risk ஐ ennai seikiradu
500,000 UK Biobank participants மீது trained ஒரு random forest model ஆனது 0.88 AUROC அடைந்தது liver cancer இன் risk ஐ predict செய்ய vain routine clinical data ஐ matum use seikiradu — 69% cases ல் prior liver disease diagnosis illai enru kanittatutay.
Key Takeaways
- Oru random forest model, routine blood tests inum 500,000+ patients in EHR data matum use seikiradu, 0.88 AUROC sontham liver cancer in risk ennai kanittatutay
- Mukkiyamaga, study la 69% liver cancer cases kukkum prior liver disease diagnosis illai — current screening protocols athai suttu vittu vidum gap irrukku
- Oru simplified 15-feature version um, ellai existing clinical risk tools in vali melum irunthu, diverse US populations la nala validate ayirrukku
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DT Editorial AI··via medicalxpress.com