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Machine learning algorithms

Principal component conditional generative adversarial networks for imbalanced ECG classification enhancement

Chao Tang

The additive effect of the estimated glucose disposal rate and a body shape index on cardiovascular disease: A cross-sectional study

Qinghua Wen, Xiaoyue Wang, [ ... ], Juan Li

A lightweight cross-scale feature fusion model based on YOLOv8 for defect detection in sewer pipeline

Ruibo Sha, Zhifeng Zhang, Xiao Cui, Qingzheng Mu

Preventing postoperative pulmonary complications by establishing a machine-learning assisted approach (PEPPERMINT): Study protocol for the creation of a risk prediction model

Britta Trautwein, Meinrad Beer, [ ... ], Michael Götz

Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models

Guang Tu, Zhonglan Cai, [ ... ], Haijian Luo

A hybrid AI model integrating BKA-VMD and deep neural networks for industrial power load prediction

Yin Luo, Chaofan Guo, Minfeng Pan, Hong Zhou

A new cow identification method using near-infrared spectral measurements and main components of raw milk features

Tugba Aydemir

Seed quality drives grain yield in Ethiopian and Senegalese sorghum: Insights from machine learning

Ezekiel Ahn, Louis K. Prom, [ ... ], Clint Magill

Spectral efficiency and BER analysis of RNN based hybrid precoding for cell free massive MIMO under terahertz communication

Tadele A. Abose, Binyam G. Assefa, Yitbarek A. Mekonen, Naol W. Gudeta

FedNolowe: A normalized loss-based weighted aggregation strategy for robust federated learning in heterogeneous environments

Duy-Dong Le, Tuong-Nguyen Huynh, [ ... ], Pham The Bao

Examining the diagnostic accuracy of artificial intelligence for detecting dental caries across a range of imaging modalities: An umbrella review with meta-analysis

Sarah Arzani, Ali Karimi, [ ... ], Paul M.H. Dummer

Image classification optimization technology based on differentiable neural architecture search improvement model

Yuxuan Ji, Wenshu Li, Nan Yu

OptiSelect and EnShap: Integrating machine learning and game theory for ischemic stroke prediction

Pritam Chakraborty, Anjan Bandyopadhyay, [ ... ], Saurav Mallik

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