Results 121 to 130 of about 148,752 (225)

Comparison of Methods for Handling Imbalanced Data in Customer Churn Prediction with Feature Selection Using SHAP and mRMR Frameworks

open access: yesCybernetics and Information Technologies
This study compared methods for handling imbalanced data in predicting customer churn in banking and e-commerce, using datasets with features selected via SHAP and MRMR.
Tam Luong Thanh   +2 more
doaj   +1 more source

Automated Feature Extraction and Classification of Submerged Cultural Heritage Assets in the Puck Lagoon via Multisensor Remote Sensing

open access: yesArchaeological Prospection, EarlyView.
ABSTRACT This study presents a strong framework for the detection and classification of Submerged Cultural Heritage Assets (SCHA) in shallow marine environments using the integration of multibeam echosounder and airborne LiDAR bathymetry with object‐based image analysis and fuzzy logic–based classification.
Łukasz Janowski   +4 more
wiley   +1 more source

A phase 2 trial of hydroxychloroquine in individuals at risk for rheumatoid arthritis

open access: yesArthritis &Rheumatology, Accepted Article.
Background Individuals with serum elevations of anti‐cyclic citrullinated peptide (anti‐CCP) antibodies are at increased risk for future rheumatoid arthritis (RA). No pharmacologic interventions have been approved for the prevention of RA in such ‘at‐risk’ individuals. However, hydroxychloroquine (HCQ) is used without supporting clinical trial evidence.
Kevin D. Deane   +33 more
wiley   +1 more source

Zero-Intelligence Trading without Resampling [PDF]

open access: yes
This paper studies the consequences of removing the resampling assumption from the zero-intelligence trading model in Gode and Sunder (1993). We obtain three results. First, individual rationality is no longer sufficient to attain allocative effciency in
Marco LiCalzi, Paolo Pellizzari
core  

Prediction of Relapse and Glucocorticoid Dependence in Eosinophilic Granulomatosis with Polyangiitis: Findings from a Large European Cohort

open access: yesArthritis &Rheumatology, Accepted Article.
Background Eosinophilic granulomatosis with polyangiitis (EGPA) is a small vessel vasculitis characterized by eosinophilia, asthma, and ear, nose, throat (ENT) involvement. Although glucocorticoids (GCs) are effective in controlling symptoms, relapses and GC dependence are common.
Matthias Papo   +35 more
wiley   +1 more source

Mismatching Expressions: Spatiotemporal and Kinematic Differences in Autistic and Non‐Autistic Facial Expressions

open access: yesAutism Research, EarlyView.
ABSTRACT Preliminary studies suggest there are differences in the facial expressions produced by autistic and non‐autistic individuals. However, it is unclear what specifically is different, whether such differences remain after controlling for facial morphology and alexithymia, and whether production differences relate to perception differences ...
Connor T. Keating   +3 more
wiley   +1 more source

Validation procedures in radiological diagnostic models. Neural network and logistic regression [PDF]

open access: yes
The objective of this paper is to compare the performance of two predictive radiological models, logistic regression (LR) and neural network (NN), with five different resampling methods.
Estanislao Arana   +2 more
core  

Parental Stress and Caregiver Role Modulate Child–Caregiver Prosodic Synchrony in Autism: A Computational Analysis

open access: yesAutism Research, EarlyView.
ABSTRACT Parental stress influences parent–child interactions in typical development and is a prognostic factor of autism outcome. However, we still do not know to what extent parental stress affects parent–child interactions and whether caregiver role matters.
Maria Grazia Logrieco   +11 more
wiley   +1 more source

Impact of extended insurance coverage on survival outcomes among patients with metastatic colorectal cancer in Taiwan

open access: yesBritish Journal of Clinical Pharmacology, EarlyView.
Aims Predetermined treatment duration limits (PTDLs) are often used by Taiwan's National Health Insurance Administration to contain healthcare costs, but they may compromise patient outcomes. Therefore, we studied Taiwan's 2017 extension of the bevacizumab PTDL from 24 to 36 weeks in metastatic colorectal cancer (mCRC) to evaluate whether prolonged ...
Wei‐Ming Huang   +6 more
wiley   +1 more source

Population pharmacokinetics of TBAJ‐587 and its main metabolites—Evaluation of different loading dose strategies and early dose selection

open access: yesBritish Journal of Clinical Pharmacology, EarlyView.
Background and Aim The rise of drug‐resistant tuberculosis (TB) poses a need for new drugs and combinations. TBAJ‐587, a new diarylquinoline (DARQ), has shown promising efficacy in preclinical studies. This work aimed to describe the pharmacokinetics (PK) of TBAJ‐587 and its metabolites M2 and M3 after single ascending dosing in healthy volunteers and ...
Albin A. M. Leding   +6 more
wiley   +1 more source

Home - About - Disclaimer - Privacy