Results 91 to 100 of about 12,774 (258)

The Predictive Value of the Tumor‐Stroma Ratio for Neoadjuvant Endocrine Therapy in Hormone Receptor‐Positive Breast Cancer

International Journal of Cancer, EarlyView.
Neoadjuvant endocrine therapy (NET) can help prevent metastases and improve survival in patients with hormone receptor‐positive (HR+) breast cancer. Identifying which HR+ patients will benefit from NET, however, remains challenging. Here, in a patient cohort in the Netherlands, the authors evaluated tumor‐stroma ratio (TSR) and magnetic resonance ...
Layla Andour, Sophie C. Hagenaars, Anne Florine de Groot, Elly M. M. Krol‐Warmerdam, Judith R. Kroep, Hans Marten Hazelbag, Gerrit‐Jan Liefers, Marieke E. Straver, Wilma E. Mesker   +8 more
wiley   +1 more source

Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models

Berkala Sainstek
Nutritional status of toddlers was considered a key indicator for assessing nutritional problems among children. According to the Banyuwangi Regency Health Profile, the prevalence of undernutrition based on the weight-for-height index at the Singotrunan ...
Firda Fadri, Adiliya Itsari Khoirunnisa
doaj   +1 more source

A comparative study on SMOTE, CTGAN, and hybrid SMOTE-CTGAN for medical data augmentation

Science in Information Technology Letters
The imbalance of clinical datasets remains a challenge in medical data mining, often resulting in models biased toward majority outcomes and reduced sensitivity to rare but clinically critical cases. This study presents a comparative evaluation of three augmentation strategies—Synthetic Minority Oversampling Technique (SMOTE), Conditional Tabular GAN ...
Ninda Khoirunnisa, Miftahurrahma Rosyda
openaire   +1 more source

The Cancer Immunotherapy Thromboembolism Assessment: A Novel Score for Predicting Thromboembolic Events in Melanoma Patients Treated With Immune Checkpoint Inhibition

International Journal of Cancer, EarlyView.
Although immune checkpoint inhibitors (ICI) have transformed metastatic melanoma treatment, thromboembolic events (TEEs) remain a serious complication. Moreover, existing risk assessment models were developed prior to ICI use and lack clinical validation.
Tim Zell, Julian Kött, Noah Zimmermann, Greta Ancker, Alexander T. Bauer, Daniel J. Smit, Glenn Geidel, Julian C. Gerwers, Thomas Renné, Sebastian A. Wohlfeil, Jochen Utikal, Stefan W. Schneider, Christoffer Gebhardt   +12 more
wiley   +1 more source

Seasonal Spatial Population Density Distribution Dynamics of Lynx and Ungulate Prey in Cold‐Temperate Coniferous Forests 寒温带针叶林猞猁和有蹄类猎物种群密度空间分布的季节性动态研究

Integrative Conservation, EarlyView.
This study used camera trap data from 6 years between 2016 and 2021 and generalized linear mixed models to explore the factors that influence the spatial density distribution of lynx and its prey populations in warm and cold seasons in Inner Mongolia Hanma National Nature Reserve, China.
Wentao Zhang, Heng Bao, Chenbing Chu, Hualin Du, Jian Tong, Penghui Zhai, Weihua Zhang, Yang Li, Kun Yang, Xuankai Liang, Nathan James Roberts, Guangshun Jiang   +11 more
wiley   +1 more source

Preliminary Findings on the Unified Protocol for Transdiagnostic Treatment: A Pilot Trial on Its Effectiveness on Anxiety and Depressive Symptoms for Turkish Adults

Journal of Clinical Psychology, EarlyView.
ABSTRACT The present study investigates the feasibility and initial efficacy of the Unified Protocol (UP) as a pilot trial for anxiety and depressive symptoms in Turkish university students with a pretest‐posttest control group research design. Thirty‐four undergraduate students with high levels of depressive and/or anxiety symptoms were randomly ...
Özge Erarslan‐İngeç, Orçun Yorulmaz, Todd J. Farchione, Madison Boschulte   +3 more
wiley   +1 more source

Reduced occurrence of alpha waves during resting state predicts high attention‐deficit/hyperactivity disorder traits in young adults

JCPP Advances, EarlyView.
Abstract Background Attention‐deficit/hyperactivity disorder (ADHD) is a neurodevelopmental condition with significant cognitive and social impacts. Identifying reliable biomarkers for ADHD is crucial for developing personalised therapies. Electroencephalography (EEG) alpha oscillations (8–12 Hz) have been suggested as a potential biomarker, but ...
Julio Rodriguez‐Larios, Ümit Aydin, Gráinne McLoughlin   +2 more
wiley   +1 more source

Personal Roles, Professional Choices: The Effect of Boundary Management in Professional Partner Selection

Journal of Organizational Behavior, EarlyView.
ABSTRACT Developments such as digitalization and remote work increasingly decentralize traditional work environments, shifting professional interaction from physical to virtual spaces. This shift may blur traditional boundaries between individuals' roles within and beyond the workplace and consequently heighten the influence of cues that signal ...
Sophie Feldner, Dominik Hettich, Torsten Bornemann   +2 more
wiley   +1 more source

Penerapan Metode I-CHAID Menggunakan SMOTE pada Data Tidak Seimbang untuk Klasifikasi Durasi Studi Mahasiswa

Jambura Journal of Mathematics
The issue of delayed graduation is often encountered in various universities, including in the Statistics Study Program at Universitas Negeri Gorontalo, for graduates between 2018 and 2023. Among them, 162 students (76.5%) experienced delayed graduation,
Umar D. Akor, Muhammad Rezky Fiesta Payu, La Ode Nashar   +2 more
doaj   +1 more source

AB-SMOTE: An Affinitive Borderline SMOTE Approach for Imbalanced Data Binary Classification [PDF]

International Journal of Machine Learning and Computing, 2020
Hisham Al Majzoub, Islam Elgedawy
openaire   +1 more source