A synthetic oversampling-based customized ResNet51-Conv1D framework for early colorectal cancer prediction using structured clinical data from the PLCO screening trial. [PDF]
Prasath ST +5 more
europepmc +1 more source
Abstract This study develops an explainable machine learning model to predict cryptocurrency delistings using Binance data. It combines quantitative indicators (price, volume) with qualitative data from real‐time news and Reddit. Latent Dirichlet Allocation (LDA) is used to extract topic trends and community reactions, which are transformed into time ...
Sungju Yang, Hunyeong Kwon
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 Existing literature posits that attitudes toward immigration are shaped by the impact of migrants on native workers' wages and employment, as well as by various other material, cultural, and social concerns. However, empirically disentangling these influences can be challenging.
Lena Maria Schaffer, Gabriele Spilker
wiley +1 more source
Advancing Gastrointestinal Cancer Risk Prediction With Patient-Centered Machine Learning: Machine Learning Modeling Study. [PDF]
Baublyte D, Lee J, Gunathilake M, Kim J.
europepmc +1 more source
The Scandinavian registries are unique resources that should be used in pandemics to understand risks to pregnant women and their developing fetuses. Abstract When the COVID‐19 pandemic emerged, pregnant women were quickly identified as a high‐risk group.
Maria C. Magnus +5 more
wiley +1 more source
Artificial intelligence improves risk stratification for breast cancer recurrence and mortality in women exposed to pesticides: a call for reassessment of stratification criteria. [PDF]
Cazagranda IC +5 more
europepmc +1 more source
New analysis from 15 years of Indonesian Demographic Health Survey Data has identified a shift from home birth to hospital birth. However, 65% of women who gave birth in hospital had no risk factors, while 13% of women who gave birth at home did report pregnancy‐related risk factors.
Kai Hodgkin +2 more
wiley +1 more source
An approach for handling imbalanced datasets using borderline shifting. [PDF]
Malhat MG +4 more
europepmc +1 more source
Behaviour Support in Dentistry Core Outcomes (BeSiDe‐CO): A Core Outcome Set Development Study
ABSTRACT Objectives To develop a Core Outcome Set suitable for adults and children for use in studies of Dental Behaviour Support (DBS) techniques, including non‐pharmacological DBS, sedation and General Anaesthesia research. Methods Two systematic reviews generated a preliminary list of candidate outcomes that were shared with Key Stakeholders (KSG ...
Caoimhin Mac Giolla Phadraig +22 more
wiley +1 more source

