Comparing three machine learning approaches to design a risk assessment tool for future fractures: predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosis

Artificial intelligence, osteoporosis and fragility fractures

(2019) Uran Ferizi et al.   CURRENT OPINION IN RHEUMATOLOGY

Deep learning-based survival prediction of oral cancer patients

(2019) Dong Wook Kim et al.   Scientific Reports

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

(2018) Jared L. Katzman et al.   BMC Medical Research Methodology

Development of a risk assessment tool for osteoporotic fracture prevention: A claims data approach

(2018) Katrin C. Reber et al.   BONE

Brief Report

(2017) Bryan E. Shepherd et al.   JAIDS-JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES

Worldwide Fracture Prediction

(2017) Ghada El-Hajj Fuleihan et al.   JOURNAL OF CLINICAL DENSITOMETRY

Two-Part Predictors in Regression Models

(2017) John J. Dziak et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Association between Dietary Patterns of Meat and Fish Consumption with Bone Mineral Density or Fracture Risk: A Systematic Literature

(2017) Simone Perna et al.   Nutrients

Quality of life, resource use, and costs related to hip fracture in Estonia

(2016) M. Jürisson et al.   OSTEOPOROSIS INTERNATIONAL

Imminent risk of fracture after fracture

(2016) H. Johansson et al.   OSTEOPOROSIS INTERNATIONAL

Burden of high fracture probability worldwide: secular increases 2010–2040

(2015) A. Odén et al.   OSTEOPOROSIS INTERNATIONAL

Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study

(2013) Wo-Jan Tseng et al.   BMC MUSCULOSKELETAL DISORDERS

FRAX®: Prediction of Major Osteoporotic Fractures in Women from the General Population: The OPUS Study

(2013) Karine Briot et al.   PLoS One

Minor, Major, Low-Trauma, and High-Trauma Fractures: What Are the Subsequent Fracture Risks and How Do They Vary?

(2011) Amy H. Warriner et al.   Current Osteoporosis Reports

A Comparison of Prediction Models for Fractures in Older Women

(2009) Kristine E. Ensrud   ARCHIVES OF INTERNAL MEDICINE

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics