Research map: Interpreting the clinical utility and generalizability of a multitask perioperative prediction model

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Papers in this map

  1. Decision Curve Analysis: A Novel Method for Evaluating Prediction Models · Andrew Julian Vickers · 2006 · 6232 citations · Cited by this paper
  2. Causal machine learning for exploring radiation dose effects on mandibular osteoradionecrosis · Jingyuan Chen · 2026 · 3 citations · Related
  3. The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets · Takaya Saito · 2015 · 5262 citations · Cited by this paper
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  5. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement · Professor Gary S. Collins · 2015 · 3202 citations · Cited by this paper
  6. An interpretable artificial intelligence model for real-time leukemia screening via routine blood tests across multicenter cohorts · 2026 · Related
  7. Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests · Andrew Julian Vickers · 2016 · 1187 citations · Cited by this paper
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  9. Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes · Hyun‐Kyu Yoon · 2025 · 5 citations · Cited by this paper
  10. An objective smartphone speech diagnostic aid for adolescent major depressive disorder · 2026 · Related
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  12. Multimodal deep learning for preoperative invasiveness stratification of lung adenocarcinoma spectrum nodules · 2026 · Related
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