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Deep learning

Analysis of injured-skin SS-OCT images based on combined attention UNet

Xiyu Zheng, Jingyuan Wu, Qiong Ma, Diantao Luo, Qingyu Cai, Haiyang Sun, Hongxing Kang

published 11 Jul 2025

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Mitosis detection in histopathological images using customized deep learning and hybrid optimization algorithms

Afnan M. Alhassan, Nouf I. Altmami

published 10 Jul 2025

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Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform

Anjir Ahmed Chowdhury, S M Hasan Mahmud, Md Palash Uddin, Seifedine Kadry, Jung-Yeon Kim, Yunyoung Nam

published 10 Jul 2025

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Workpiece surface defect detection based on YOLOv11 and edge computing

Zishuo Wang, Tao Ding, Shuning Liang, Hongwei Cui, Xingquan Gao

published 09 Jul 2025

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Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments

Nadeem Jabbar, Sohail Masood Bhatti, Muhammad Rashid, Arfan Jaffar, Sheeraz Akram

published 09 Jul 2025

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Lightweight and efficient skeleton-based sports activity recognition with ASTM-Net

Bin Wu, Mei Xue, Ying Jia, Ning Zhang, GuoJin Zhao, XiuPing Wang, Chunlei Zhang

published 08 Jul 2025

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Video swin-CLSTM transformer: Enhancing human action recognition with optical flow and long-term dependencies

Jun Qin, Shenwei Chen, Zheng Ye, Jing Liu, Zhou Liu

published 07 Jul 2025

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Enhanced uncertainty sampling with category information for improved active learning

Xiaochuan Wang, Bo Zhang, Fei Wang, Tao Bao, Zhiqing Lu, Jiawei Bao

published 07 Jul 2025

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Application effect of short-term traffic flow prediction method based on CNNBLSTM algorithm

Guozhu Sui, Meixia Song, Ke Bian, Mingzhen Zhang, Xiaogang Zhang, Yiru Wang

published 07 Jul 2025

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Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation

Van-Trang Nguyen, Quoc Bao Diep

published 07 Jul 2025

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Saliency-enhanced infrared and visible image fusion via sub-window variance filter and weighted least squares optimization

Peicheng Wang, Tingsong Li, Pengfei Li

published 07 Jul 2025

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Empirical study of daily link traffic volume forecasting based on a deep neural network

Jin Ki Eom, Kwang-Sub Lee, Jin Hong Min, Ho-Chan Kwak

published 03 Jul 2025

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The design of consumer behavior prediction and optimization model by integrating DQN and LSTM

Na Liu, Dajiang Hu

published 02 Jul 2025

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