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Deep learning

Binary image acquisition and texture parameter calculation of asphalt pavement based on a U-Net model

Fengwei An, Haoran Jiang, [ ... ], Hao Liang

Deep learning approaches show promise for predicting childhood malnutrition: A comparative study with traditional machine learning methods using survey data

Deepak Bastola, Yang Li

Fabric defect detection using fine-tuned Yolo-12

Waqar Ahmad, Rehan Ashraf, [ ... ], Muhammad Haris Abid

Feature integration of [¹⁸F]FDG PET brain imaging using deep learning for sensitive cognitive decline detection

Youjin Lee, Seonguk Kim, [ ... ], for the Alzheimer’s Disease Neuroimaging Initiative

Sequence-robust MRI asymmetry measures for the detection of anoperineal lesions in Crohn’s disease on axial pelvic MRI scans

Corentin Lucas, Myriam Bontonou, [ ... ], Yann Le Cunff

Automated concrete crack detection enhanced by deep learning and generative adversarial networks

Yue Chang

Multi-spatial resolution hyperspectral image change detection network integrating feature difference structure

Yanhua Xiao, Shuixiang Yu, [ ... ], Long Yang

A novel dynamic Optuna hybrid Harris Hawks Optimization approach for classification of CAD

C. K. Revathi, H. Santhi

Hybrid 1D CNN-BiLSTM with focal loss for robust intrusion detection in in-vehicle CAN networks

A. Malini, Gerardine Immaculate Mary

A novel deep-learning approach for robust identification of plant diseases

Justin Hoffmann, Christopher Mai, Ricardo Buettner

YOLO-Net: A lightweight edge-enhanced detection model for small-object recognition in tennis match scenarios

Xiangyu Du, Tao Wang, [ ... ], Liangquan Jia

NLOS/LOS identification with LightGBM ensemble

Xiaofeng Yang, Zhao Wu, Danlei Mo

GraphTransDTI: A novel hybrid framework combining graph transformer and CNN-BiLSTM for enhanced Drug-Protein Interaction prediction

Van-Vang Le, Mai Thi Anh Nhu, Pham Truong Viet Thong

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