ROC and AUC with a Binary Predictor: a Potentially Misleading Metric
Sign Up to like & getrecommendations! Published in 2020 at "Journal of classification"
DOI: 10.1007/s00357-019-09345-1
Abstract: In analysis of binary outcomes, the receiver operator characteristic (ROC) curve is heavily used to show the performance of a model or algorithm. The ROC curve is informative about the performance over a series of… read more here.
Keywords: roc auc; curve; roc; predictor ... See more keywords
The Smell of Hypoxia: using an electronic nose at altitude and proof of concept of its role in the prediction and diagnosis of acute mountain sickness
Sign Up to like & getrecommendations! Published in 2018 at "Physiological Reports"
DOI: 10.14814/phy2.13854
Abstract: Electronic nose (e‐nose) devices may be used to identify volatile organic compounds (VOCs) in exhaled breath. VOCs generated via metabolic processes are candidate biomarkers of (patho)physiological pathways. We explored the feasibility of using an e‐nose… read more here.
Keywords: mountain sickness; roc auc; analysis; electronic nose ... See more keywords
Deep phenotyping of oxidative stress in emergency room patients reveals homoarginine as a novel predictor of sepsis severity, length of hospital stay, and length of intensive care unit stay
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2022.1033083
Abstract: Background We aimed to determine primary markers of oxidative stress (OS) in ED patients which predict hospital length of stay (LoS), intensive care unit (ICU) LoS, and sepsis severity. Materials and methods This prospective, single… read more here.
Keywords: sepsis; sepsis severity; roc auc; icu los ... See more keywords
Anastomotic Rings and Inflammation Values as Biomarkers for Leakage of Stapled Circular Colorectal Anastomoses
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12122902
Abstract: Reliable markers to predict or diagnose anastomotic leakage (AL) of stapled circular anastomoses following colorectal resections are an important clinical need. Here, we aim to quantitatively investigate the morphology of anastomotic rings as an early… read more here.
Keywords: stapled circular; roc auc; anastomotic rings; leakage stapled ... See more keywords