Articles with "learning nomogram" as a keyword



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A deep learning nomogram kit for predicting metastatic lymph nodes in rectal cancer

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Published in 2020 at "Cancer Medicine"

DOI: 10.1002/cam4.3490

Abstract: Preoperative diagnoses of metastatic lymph nodes (LNs) by the most advanced deep learning technology of Faster Region‐based Convolutional Neural Network (Faster R‐CNN) have not yet been reported. read more here.

Keywords: lymph nodes; metastatic lymph; deep learning; learning nomogram ... See more keywords

Comparison of machine learning and nomogram to predict 30-day in-hospital mortality in patients with acute myocardial infarction combined with cardiogenic shock: a retrospective study based on the eICU-CRD and MIMIC-IV databases

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Published in 2025 at "BMC Cardiovascular Disorders"

DOI: 10.1186/s12872-025-04628-5

Abstract: To evaluate the predictive utility of machine learning and nomogram in predicting in-hospital mortality in patients with acute myocardial infarction complicated by cardiogenic shock (AMI-CS), and to visualize the model results in order to analyze… read more here.

Keywords: learning nomogram; hospital mortality; mortality patients; machine learning ... See more keywords

Machine Learning and Nomogram Prognostic Modeling for 2-Year Head and Neck Cancer-Specific Survival Using Electronic Health Record Data: A Multisite Study.

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Published in 2023 at "JCO clinical cancer informatics"

DOI: 10.1200/cci.22.00128

Abstract: PURPOSE There is limited knowledge of the prediction of 2-year cancer-specific survival (CSS) in the head and neck cancer (HNC) population. The aim of this study is to develop and validate machine learning models and… read more here.

Keywords: year; head neck; machine; machine learning ... See more keywords