[HTML][HTML] Receiver operating characteristic curve: overview and practical use for clinicians

FS Nahm - Korean journal of anesthesiology, 2022 - synapse.koreamed.org
Using diagnostic testing to determine the presence or absence of a disease is essential in
clinical practice. In many cases, test results are obtained as continuous values and require a …

A unifying review of deep and shallow anomaly detection

L Ruff, JR Kauffmann, RA Vandermeulen… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Deep learning approaches to anomaly detection (AD) have recently improved the state of
the art in detection performance on complex data sets, such as large collections of images or …

[HTML][HTML] Sample size, power and effect size revisited: simplified and practical approaches in pre-clinical, clinical and laboratory studies

CC Serdar, M Cihan, D Yücel, MA Serdar - Biochemia medica, 2021 - hrcak.srce.hr
Sažetak Calculating the sample size in scientific studies is one of the critical issues as
regards the scientific contribution of the study. The sample size critically affects the …

American Academy of Clinical Neuropsychology (AACN) 2021 consensus statement on validity assessment: Update of the 2009 AACN consensus conference …

JJ Sweet, RL Heilbronner, JE Morgan… - The Clinical …, 2021 - Taylor & Francis
Objective: Citation and download data pertaining to the 2009 AACN consensus statement
on validity assessment indicated that the topic maintained high interest in subsequent years …

Cell-free DNA to detect heart allograft acute rejection

S Agbor-Enoh, P Shah, I Tunc, S Hsu, S Russell… - Circulation, 2021 - Am Heart Assoc
Background: After heart transplantation, endomyocardial biopsy (EMBx) is used to monitor
for acute rejection (AR). Unfortunately, EMBx is invasive, and its conventional histological …

Human african trypanosomiasis

P Büscher, G Cecchi, V Jamonneau, G Priotto - The Lancet, 2017 - thelancet.com
Human African trypanosomiasis (sleeping sickness) is a parasitic infection that almost
invariably progresses to death unless treated. Human African trypanosomiasis caused …

Defining an optimal cut‐point value in ROC analysis: an alternative approach

I Unal - Computational and mathematical methods in medicine, 2017 - Wiley Online Library
ROC curve analysis is often applied to measure the diagnostic accuracy of a biomarker. The
analysis results in two gains: diagnostic accuracy of the biomarker and the optimal cut‐point …

Receiver operating characteristic (ROC) curves: review of methods with applications in diagnostic medicine

NA Obuchowski, JA Bullen - Physics in Medicine & Biology, 2018 - iopscience.iop.org
Receiver operating characteristic (ROC) analysis is a tool used to describe the
discrimination accuracy of a diagnostic test or prediction model. While sensitivity and …

Pancreatic cancer detection on CT scans with deep learning: a nationwide population-based study

PT Chen, T Wu, P Wang, D Chang, KL Liu, MS Wu… - Radiology, 2023 - pubs.rsna.org
Background Approximately 40% of pancreatic tumors smaller than 2 cm are missed at
abdominal CT. Purpose To develop and to validate a deep learning (DL)–based tool able to …

Relative fat mass (RFM) as a new estimator of whole-body fat percentage─ A cross-sectional study in American adult individuals

OO Woolcott, RN Bergman - Scientific reports, 2018 - nature.com
High whole-body fat percentage is independently associated with increased mortality. We
aimed to identify a simple anthropometric linear equation that is more accurate than the …