Unified comparison of machine learning paradigms for blood transfusion prediction in pediatric congenital heart surgery. [PDF]
Yin MW +8 more
europepmc +1 more source
From Lone Wolf to Collective Action: Increasing Gender Diversity in the Swedish Energy Sector
ABSTRACT Despite Sweden's consistently high ranking in international gender‐equality indices and a higher‐than‐average percentage of women in leadership roles, women remain a minority in the Swedish energy sector. This article traces how women, positioned as a minoritized group within this male‐dominated field, develop the motivation to collectively ...
Daniela Lazoroska, Jenny Palm
wiley +1 more source
GA-SMOTE-RF Enhanced Kalman Filter with Adaptive Noise Reduction. [PDF]
Wang Y +10 more
europepmc +1 more source
ABSTRACT Objectives In January 2021, the guideline ‘Periodontal Screening, Diagnosis, and Treatment in General Practice’ was introduced as a successor to the ‘Perio Protocol’. Simultaneously, the screenings tool ‘Dutch Periodontal Screening Index’ (DPSI) was replaced by the ‘Periodic Periodontal Screening’ (PPS).
J. C. L. den Boer +3 more
wiley +1 more source
mRNALocator-imb: an imbalance-tolerant ensemble framework integrating random forest and transformer for mRNA subcellular localization prediction. [PDF]
Hu J, Liu H, Wang L, Wu H.
europepmc +1 more source
ABSTRACT Objective We aimed to develop and evaluate machine learning models to support population‐level risk stratification for dental caries in the permanent dentition of 12‐year‐old Korean children and to visualise the relative importance of key predictors.
Gahyun Cho +4 more
wiley +1 more source
Enhancing Model Generalizability in Medical Artificial Intelligence: Systematic Comparison of Categorical Encoding and Sampling Techniques for Imbalanced Data. [PDF]
Chuang CW +4 more
europepmc +1 more source
Machine Learning Model for Predicting Postoperative Pain in Cases of Irreversible Pulpitis
ABSTRACT Aim Postoperative pain is a frequent clinical concern following endodontic treatment. This study aimed to develop and validate supervised machine learning models to predict the occurrence of postoperative pain in cases of irreversible pulpitis.
Pedro Felipe de Jesus Freitas +9 more
wiley +1 more source
Enhancing Early Prediction of Gestational Diabetes Mellitus Through Data Augmentation and Feature Guidance: Model Development and Validation Study. [PDF]
Chen X +6 more
europepmc +1 more source
RE-SMOTE: A Novel Imbalanced Sampling Method Based on SMOTE with Radius Estimation
Dazhi E +4 more
openaire +1 more source

