Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review

E Mahmoudi, N Kamdar, N Kim, G Gonzales, K Singh… - bmj, 2020 - bmj.com
Objective To provide focused evaluation of predictive modeling of electronic medical record
(EMR) data to predict 30 day hospital readmission. Design Systematic review. Data source …

[HTML][HTML] Breast cancer risk assessment tools for stratifying women into risk groups: a systematic review

LS Velentzis, V Freeman, D Campbell, S Hughes… - Cancers, 2023 - mdpi.com
Simple Summary Early detection of breast cancer in asymptomatic women through
screening is an important strategy in reducing the burden of breast cancer. In current …

Development and validation of hepamet fibrosis scoring system–a simple, noninvasive test to identify patients with nonalcoholic fatty liver disease with advanced …

J Ampuero, R Pais, R Aller, R Gallego-Durán… - Clinical …, 2020 - Elsevier
Background & Aims Fibrosis affects prognoses for patients with nonalcoholic fatty liver
disease (NAFLD). Several non-invasive scoring systems have aimed to identify patients at …

Recalibration of the delirium prediction model for ICU patients (PRE-DELIRIC): a multinational observational study

M van den Boogaard, L Schoonhoven, E Maseda… - Intensive care …, 2014 - Springer
Purpose Recalibration and determining discriminative power, internationally, of the existing
delirium prediction model (PRE-DELIRIC) for intensive care patients. Methods A prospective …

Filling the gaps in the global prevalence map of clinical antimicrobial resistance

R Oldenkamp, C Schultsz, E Mancini… - Proceedings of the …, 2021 - National Acad Sciences
Surveillance is critical in containing globally increasing antimicrobial resistance (AMR).
Affordable methodologies to prioritize AMR surveillance efforts are urgently needed …

Machine learning analysis for the noninvasive prediction of lymphovascular invasion in gastric cancer using PET/CT and enhanced CT-based radiomics and clinical …

L Fan, J Li, H Zhang, H Yin, R Zhang, J Zhang… - Abdominal …, 2022 - Springer
Purpose Lymphovascular invasion (LVI) is associated with metastasis and poor survival in
patients with gastric cancer, yet the noninvasive diagnosis of LVI is difficult. This study aims …

[HTML][HTML] SAPS-3 performance for hospital mortality prediction in 30,571 patients with COVID-19 admitted to ICUs in Brazil

P Kurtz, LSL Bastos, JIF Salluh, FA Bozza… - Intensive Care …, 2021 - Springer
Dear editor, Severity of illness scores are used for benchmarking and assessment of
adjusted mortality in intensive care units (ICU). The Acute Physiology and Chronic Health …

A new calibration test and a reappraisal of the calibration belt for the assessment of prediction models based on dichotomous outcomes

G Nattino, S Finazzi, G Bertolini - Statistics in medicine, 2014 - Wiley Online Library
Calibration is one of the main properties that must be accomplished by any predictive model.
Overcoming the limitations of many approaches developed so far, a study has recently …

Remnant cholesterol in patients admitted for acute coronary syndromes

A Cordero, B Alvarez-Alvarez… - European journal of …, 2023 - academic.oup.com
Background Remnant cholesterol has been identified as one of leading lipid values
associated with the incidence of coronary heart disease. There is scarce evidence on its …

A new test and graphical tool to assess the goodness of fit of logistic regression models

G Nattino, S Finazzi, G Bertolini - Statistics in medicine, 2016 - Wiley Online Library
A prognostic model is well calibrated when it accurately predicts event rates. This is first
determined by testing for goodness of fit with the development dataset. All existing tests and …