Six externally validated prognostic models have potential clinical value to predict patient health outcomes in the rehabilitation of musculoskeletal conditions: A …

F Naye, S Décary, C Houle, A LeBlanc, C Cook… - Physical …, 2023 - academic.oup.com
Objective The purpose of this systematic review was to identify and appraise externally
validated prognostic models to predict a patient's health outcomes relevant to physical …

[HTML][HTML] Models predicting hospital admission of adult patients utilizing prehospital data: systematic review using PROBAST and CHARMS

AC Monahan, SS Feldman - JMIR Medical Informatics, 2021 - medinform.jmir.org
Background Emergency department boarding and hospital exit block are primary causes of
emergency department crowding and have been conclusively associated with poor patient …

[HTML][HTML] Machine learning approaches to predict chronic lower back pain in people aged over 50 years

JG Shim, KH Ryu, EA Cho, JH Ahn, HK Kim, YJ Lee… - Medicina, 2021 - mdpi.com
Background and Objectives: Chronic lower back pain (LBP) is a common clinical disorder.
The early identification of patients who will develop chronic LBP would help develop …

[HTML][HTML] Developing clinical prediction models for nonrecovery in older patients seeking care for back pain: the back complaints in the elders prospective cohort study

WH van der Gaag, A Chiarotto, MW Heymans… - Pain, 2021 - journals.lww.com
Back pain is a leading cause of disability worldwide and is common in older adults. No
clinical prediction models for poor long-term outcomes have been developed in older …

[HTML][HTML] A prediction model of low back pain risk: a population based cohort study in Korea

D Mukasa, J Sung - The Korean Journal of Pain, 2020 - synapse.koreamed.org
Background Well-validated risk prediction models help to identify individuals at high risk of
diseases and suggest preventive measures. A recent systematic review reported lack of …

[HTML][HTML] The Utility of Predictive Modeling and a Systems Process Approach to Reduce Emergency Department Crowding: A Position Paper

AC Monahan, SS Feldman - Interactive Journal of Medical Research, 2023 - i-jmr.org
Emergency department (ED) crowding and its main causes, exit block and boarding,
continue to threaten the quality and safety of ED care. Most interventions to reduce crowding …

[HTML][HTML] Serious gaming during multidisciplinary rehabilitation for patients with chronic pain or fatigue symptoms: mixed methods design of a realist process evaluation

MAP Vugts, AMEE Zedlitz, MCW Joosen… - Journal of Medical …, 2020 - jmir.org
Background Serious gaming could support patients in learning to cope with chronic pain or
functional somatic syndromes and reduce symptom burdens. Objective To realize this …

Challenges and solutions in prognostic prediction models in spinal disorders

RW Wingbermühle, A Chiarotto, B Koes… - Journal of Clinical …, 2021 - Elsevier
Methodological shortcomings in prognostic modeling for patients with spinal disorders are
highly common. This general commentary discusses methodological challenges related to …

[HTML][HTML] A multidimensional nomogram combining clinical factors and imaging features to predict 1-year recurrence of low back pain with or without radicular pain after …

D Sun, Y Liu, D Luo, Y Wu, Z Yan, Y Liang… - Chiropractic & Manual …, 2023 - Springer
Background In this retrospective study, we aimed to develop a nomogram to predict
recurrence during a 1-year period of spinal manipulation/mobilization (SM/M) in patients …

Development and external validation of a prediction model for patient‐relevant outcomes in patients with chronic widespread pain and fibromyalgia

VP Moen, AT Tveter, RD Herbert… - European Journal of …, 2022 - Wiley Online Library
Background The objective of this study was to develop prediction models and explore the
external validity of the models in a large sample of patients with chronic widespread pain …