← 뒤로

Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profiling.

1/5 보강

Gut microbes 📖 저널 OA 100% 2025~2026 2025 Vol.17(1) p. 2543124

PICO 자동 추출 (휴리스틱, conf 2/4)

유사 논문

P · Population 대상 환자/모집단

453 patients and evaluated through cross-validation, achieving AU-ROC and AU-PRC scores of 0.

I · Intervention 중재 / 시술

추출되지 않음

C · Comparison 대조 / 비교

추출되지 않음

O · Outcome 결과 / 결론

These findings demonstrate the added XAI value in elucidating microbiome interactions, enhancing model interpretability, and supporting biologically informed hypotheses. This integrative, explainable framework highlights the potential of AI-driven microbiome analysis in precision oncology and advances the development of interpretable, noninvasive tools for CRC risk prediction and management.

Novielli P, Baldi S, Romano D, Magarelli M, Diacono D, Di Bitonto P

📖 무료 전문 🟢 PMC 전문 PMC12326576

PubMed ↗ DOI ↗ BibTeX ↓ RIS ↓

Fatal error: Uncaught PDOException: SQLSTATE[42000]: Syntax error or access violation: 1064 You have an error in your SQL syntax; check the manual that corresponds to your MariaDB server version for the right syntax to use near 'JSON)) ORDER BY n_sources DESC LIMIT 6' at line 3 in /home/prsinsight/public_html/app/core/Database.php:33 Stack trace: #0 /home/prsinsight/public_html/app/core/Database.php(33): PDOStatement->execute() #1 /home/prsinsight/public_html/app/models/WikiPage.php(171): App\Core\Database::fetchAll() #2 /home/prsinsight/public_html/app/views/paper/show.php(671): App\Models\WikiPage::backlinksForPaper() #3 /home/prsinsight/public_html/app/core/View.php(32): include('...') #4 /home/prsinsight/public_html/app/core/View.php(15): App\Core\View->capture() #5 /home/prsinsight/public_html/app/core/Controller.php(21): App\Core\View->render() #6 /home/prsinsight/public_html/app/controllers/PaperController.php(372): App\Core\Controller->render() #7 [internal function]: App\Controllers\PaperController->show() #8 /home/prsinsight/public_html/app/core/Router.php(48): call_user_func_array() #9 /home/prsinsight/public_html/app/core/Router.php(34): App\Core\Router->call() #10 /home/prsinsight/public_html/index.php(284): App\Core\Router->dispatch() #11 {main} thrown in /home/prsinsight/public_html/app/core/Database.php on line 33