A tutorial on calibration measurements and calibration models for clinical prediction models
Our primary objective is to provide the clinical informatics community with an introductory
tutorial on calibration measurements and calibration models for predictive models using …
tutorial on calibration measurements and calibration models for predictive models using …
Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study
The whale optimization algorithm (WOA) is a prominent problem solver which is broadly
applied to solve NP-hard problems such as feature selection. However, it and most of its …
applied to solve NP-hard problems such as feature selection. However, it and most of its …
Interpretation and use of applied/operational machine learning and artificial intelligence in surgery
MJ Douglas, R Callcut, LA Celi… - Surgical Clinics, 2023 - surgical.theclinics.com
The work of surgeons is complex, incorporating cognitive and manual skills, analytical
processing, creativity, and navigation of nuanced personal interactions. Yet, humans have …
processing, creativity, and navigation of nuanced personal interactions. Yet, humans have …
Predicting whether patients will achieve minimal clinically important differences following hip or knee arthroplasty: a performance comparison of machine learning …
B Langenberger, D Schrednitzki… - Bone & Joint …, 2023 - boneandjoint.org.uk
Aims A substantial fraction of patients undergoing knee arthroplasty (KA) or hip arthroplasty
(HA) do not achieve an improvement as high as the minimal clinically important difference …
(HA) do not achieve an improvement as high as the minimal clinically important difference …
Classification of imbalanced data using machine learning algorithms to predict the risk of renal graft failures in Ethiopia
G Mulugeta, T Zewotir, AS Tegegne, LH Juhar… - BMC Medical Informatics …, 2023 - Springer
Introduction The prevalence of end-stage renal disease has raised the need for renal
replacement therapy over recent decades. Even though a kidney transplant offers an …
replacement therapy over recent decades. Even though a kidney transplant offers an …
[HTML][HTML] Developing an individualized risk calculator for psychopathology among young people victimized during childhood: A population-representative cohort study
Background Victimized children are at greater risk for psychopathology than non-victimized
peers. However, not all victimized children develop psychiatric disorders, and accurately …
peers. However, not all victimized children develop psychiatric disorders, and accurately …
Factors associated with 30-day and 1-year readmission among psychiatric inpatients in Beijing China: a retrospective, medical record-based analysis
Background Psychiatric readmissions negatively impact patients and their families while
increasing healthcare costs. This study aimed at investigating factors associated with …
increasing healthcare costs. This study aimed at investigating factors associated with …
[HTML][HTML] Predicting the risk of future depression among school-attending adolescents in Nigeria using a model developed in Brazil.
Depression commonly emerges in adolescence and is a major public health issue in low-
and middle-income countries where 90% of the world's adolescents live. Thus efforts to …
and middle-income countries where 90% of the world's adolescents live. Thus efforts to …
Artificial neural networks improve and simplify intensive care mortality prognostication: a national cohort study of 217,289 first-time intensive care unit admissions
G Holmgren, P Andersson, A Jakobsson… - Journal of intensive …, 2019 - Springer
Purpose We investigated if early intensive care unit (ICU) scoring with the Simplified Acute
Physiology Score (SAPS 3) could be improved using artificial neural networks (ANNs) …
Physiology Score (SAPS 3) could be improved using artificial neural networks (ANNs) …
Predicting the risk of depression among adolescents in Nepal using a model developed in Brazil: the IDEA Project
R Brathwaite, TBM Rocha, C Kieling, K Gautam… - European child & …, 2021 - Springer
The burden of adolescent depression is high in low-and middle-income countries (LMICs),
yet research into prevention is lacking. Development and validation of models to predict …
yet research into prevention is lacking. Development and validation of models to predict …