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Machine learning

Machine learning identifies pupil size and corneal thickness as key predictors of axial elongation rate

Peng Zhou, Sitong Chen, Yingli Li, Yan Li

Comparison of deep learning-based three-dimensional human pose estimation methods with motion capture for gesture research

Naoto Ienaga, Kazuki Sekine

Resilient road safety modeling through spatially disaggregated explainable AI

Huashan Ye, Baowen Wu, [ ... ], Ruibing Kou

Using tree-based ensemble methods to produce a population-based mortality risk score in Ontario, Canada

Steven Habbous, Peter C. Austin, [ ... ], Erik Hellsten

RMETNet: A cross-subject motor imagery EEG signal classification model based on TSLANet and riemannian geometry features

Yun Zhao, Dongyi He, [ ... ], Bin Jiang

Forecasting under-five stunting in Ethiopia using classical and machine learning time series models

Rewina Tilahun Gessese, Jenberu Mekurianew Kelkay, [ ... ], Eyob Akalewold Alemu

EconoGNN: A graph neural network framework for temporal economic resilience insights

Marcus Araujo, Francisco Rodrigues, Elaine Sousa

Controlled comparative study of YOLOv8-Pose, YOLOv11-Pose, and Detectron2 for vertebrae detection and keypoint estimation

Avinash Bansal, Jan Kubíček, Shalini Garg

A hybrid CNN-XLSTM-GRU deep learning model with autoencoder-based feature selection for hypothyroidism diagnosis

Divya Kesavulu, Kannadasan R

Urban road surface crack detection based on U-net and ResNeXt network

Jun Qiao, Huabing Wang, [ ... ], Minghui Gong

Dual-temporal inflow–outflow dependency modeling for short-term metro outflow prediction

Wangxin Hu, Zhongxiang Huang, Jianrong Cai, Xiufang Zhao

LHW-Net: An ensemble-based machine learning framework for brain tumor classification

Thireesha Suryadevara, Naveenkumar Mahamkali, Mudassir Rafi

Integrated drought monitoring and analysis: A novel framework based on multi-source remote sensing data and ensemble machine learning

Pengchao Dong, Dexiang Gao, Tao Wen

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