Evaluating Modeling and Validation Strategies for Tooth Loss

Poor performance of clinical prediction models: the harm of commonly applied methods

(2018) Ewout W. Steyerberg et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Validation of multivariable models for predicting tooth loss in periodontitis patients

(2018) Falk Schwendicke et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Prediction models for the incidence and progression of periodontitis: A systematic review

(2018) Mi Du et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Long-term survival and maintenance efforts of splinted teeth in periodontitis patients

(2018) Christian Graetz et al.   JOURNAL OF DENTISTRY

Introduction of a prediction model to assigning periodontal prognosis based on survival time

(2017) Pedro Martinez-Canut et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Cost comparison of prediction-based decision-making for periodontally affected molars

(2017) Falk Schwendicke et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Prediction models need appropriate internal, internal–external, and external validation

(2016) Ewout W. Steyerberg et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

New Guideline for the Reporting of Studies Developing, Validating, or Updating a Multivariable Clinical Prediction Model

(2015) Karel G. M. Moons et al.   ADVANCES IN ANATOMIC PATHOLOGY

Predictors of tooth loss due to periodontal disease in patients following long-term periodontal maintenance

(2015) Pedro Martinez-Canut   JOURNAL OF CLINICAL PERIODONTOLOGY

Variables affecting tooth survival and changes in probing depth: a long-term follow-up of periodontitis patients

(2015) Michael Saminsky et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Impact of Patient Compliance on Tooth Loss during Supportive Periodontal Therapy

(2015) C.T. Lee et al.   JOURNAL OF DENTAL RESEARCH

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Caries risk assessment. A systematic review

(2013) I. Mejàre et al.   ACTA ODONTOLOGICA SCANDINAVICA

Tooth loss and periodontitis by socio-economic status and inflammation in a longitudinal population-based study

(2013) Sabine Buchwald et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Prediction of periodontal disease: modelling and validation in different general German populations

(2013) Yiqiang Zhan et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

Retention of questionable and hopeless teeth in compliant patients treated for aggressive periodontitis

(2011) Christian Graetz et al.   JOURNAL OF CLINICAL PERIODONTOLOGY

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A Novel Decision-Making Process for Tooth Retention or Extraction

(2009) Gustavo Avila et al.   JOURNAL OF PERIODONTOLOGY