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Open access

Research article

First published 2024

Predicting dementia in Parkinson's disease on a small tabular dataset using hybrid LightGBM–TabPFN and SHAP

Vinh Quang Tran, Haewon Byeon

DIGITAL HEALTH

Open access

Research article

First published 2025

MRI Delta-Radiomics and Morphological Feature-Driven TabPFN Model for Preoperative Prediction of Lymphovascular Invasion in Invasive Breast Cancer

Yunhua Li, Jianfeng Yang, Pan Xiao [...]

Technology in Cancer Research & Treatment

Open access

Research article

First published 2025

Development of an optimized risk evaluation system for cardiovascular-kidney-metabolic syndrome-associated coronary heart disease based on tabular prior-data fitted network

Shidian Zhu, Hui Zhang, Yanlin Liu [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2026

An end-to-end transformer-based TabPFN framework for predicting mechanical strength degradation of fiber-reinforced polymer composite reinforcements embedded in marine concrete

Xuan Zhao, Pei-Fu Zhang, Junjie Zhang [...]

Journal of Composite Materials

Retricted access

Research article

First published 2026

Structural causal relationship and residual adversarial transfer network in small sample data

Peng Li, Dongping Zhan, Bingqian Huang [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Open access

Research article

First published 2026

Precision vs recall in surgical AI: Performance and limitations of tabular foundation model for perioperative classification and risk prediction

Junqi Cui, Ze He, Enoch Chi Ngai Lim [...]

DIGITAL HEALTH

Open access

Research article

First published 2025

Machine learning models for estimating fetal weight based on ultrasonographic biometry: Development and validation study

Marcos Espinola-Sánchez, Antonio Limay-Rios, Andrés Campaña-Acuña [...]

DIGITAL HEALTH

Open access

Research article

First published 2026-1

Personalized Forecasting of Glycemic Control in Type 1 and 2 Diabetes Using Foundational AI and Machine Learning Models

Simon Lebech Cichosz, Stine Hangaard, Thomas Kronborg [...]

Diabetes Technology and Obesity Medicine

Retricted access

Research article

First published 2024-12

Machine learning and radiomics for ventricular tachyarrhythmia prediction in hypertrophic cardiomyopathy: insights from an MRI-based analysis

Emine Sebnem Durmaz, Mert Karabacak, Burak Berksu Ozkara [...]

Acta Radiologica

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