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Machine learning algorithms

PiCCL: A lightweight multiview contrastive learning framework for image classification

Yiming Kuang, Jianwu Guan, Hongyun Liu, Fei Chen, Zihua Wang, Weidong Wang

published 25 Aug 2025

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Principal component conditional generative adversarial networks for imbalanced ECG classification enhancement

Chao Tang

published 22 Aug 2025

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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, Simin Li, Huanhuan Zhu, Fengyin Zhang, Chao Xue, Juan Li

published 21 Aug 2025

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

Ruibo Sha, Zhifeng Zhang, Xiao Cui, Qingzheng Mu

published 21 Aug 2025

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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, Manfred Blobner, Bettina Jungwirth, Simone Maria Kagerbauer, Michael Götz

published 19 Aug 2025

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

Guang Tu, Zhonglan Cai, Ling Wu, Hang Yu, Hongke Jiang, Haijian Luo

published 14 Aug 2025

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

Yin Luo, Chaofan Guo, Minfeng Pan, Hong Zhou

published 14 Aug 2025

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

Tugba Aydemir

published 14 Aug 2025

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

Ezekiel Ahn, Louis K. Prom, Jae Hee Jang, Insuck Baek, Adama R. Tukuli, Seunghyun Lim, Seok Min Hong, Moon S. Kim, Lyndel W. Meinhardt, Sunchung Park, Clint Magill

published 14 Aug 2025

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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

published 14 Aug 2025

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

Duy-Dong Le, Tuong-Nguyen Huynh, Anh-Khoa Tran, Minh-Son Dao, Pham The Bao

published 14 Aug 2025

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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, Pedram Iranmanesh, Maryam Yazdi, Mohammad A. Sabeti, Mohammad Hossein Nekoofar, Jafar Kolahi, Heejung Bang, Paul M.H. Dummer

published 13 Aug 2025

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

Yuxuan Ji, Wenshu Li, Nan Yu

published 13 Aug 2025

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