An imaging-based machine learning model outperforms clinical risk scores for prognosis of cirrhotic variceal bleeding

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

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A MELD-Based Model to Determine Risk of Mortality Among Patients With Acute Variceal Bleeding

Enric Reverter, Puneeta Tandon, Salvador Augustín et al. · Gastroenterology · 2013 · 398 citations · Full text

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Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding

Dennis Shung, Benjamin Au, Richard A. Taylor et al. · Gastroenterology · 2019 · 242 citations · Full text

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Radiomics on Gadoxetic Acid–Enhanced Magnetic Resonance Imaging for Prediction of Postoperative Early and Late Recurrence of Single Hepatocellular Carcinoma

Sung‐Won Kim, Jaeseung Shin, Do Young Kim et al. · Clinical Cancer Research · 2019 · 206 citations · Full text

Medicine, Oncology, Radiology +17

Pretreatment prediction of immunoscore in hepatocellular cancer: a radiomics-based clinical model based on Gd-EOB-DTPA-enhanced MRI imaging

Shuling Chen, Shi‐Ting Feng, Jingwei Wei et al. · European Radiology · 2019 · 154 citations

Medicine, Oncology, Radiology +17