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Deep learning

The use of artificial intelligence models for interpretation and triage of clinical referral letters to acute and specialist care pathways: Protocol for a systematic review

James Foley, Enda Hession, Etimbuk Umana, Fiona Boland

Deep learning framework for predicting measurement error drift in smart meter sensors under harsh coastal environments

Tianfu Huang

TokenUNet: A new case for transformers integration in efficient and interpretable 3D UNets for brain imaging segmentation

Louis Fabrice Tshimanga, Andrea Zanola, Federico Del Pup, Manfredo Atzori

Bo-Net: Deep learning-based model for automatic bone stromal cell segmentation of fluorescence microscopy images

Giorgio Allegri, Luca Pavirani, [ ... ], Eleonora Dondossola

An end-to-end deep learning image compression method for satellite images based on entropy model

Yanlong Gao, Haiming Xu, [ ... ], Heyang Xu

A cross-domain deep learning framework for remaining useful life prediction in industrial applications

Sudip Saha, Muhammad Arslan Pervaiz, [ ... ], Ashifur Rahman

Deep learning architectures for EEG-based classification of Dravet syndrome: A comparative study of pre-trained and non-pretrained hybrid CNN-LSTM models

Sikandar Hussain, Soyiba Jawed, [ ... ], Shahid Bashir

From manual counting to YOLO: Using computer vision to automate large-scale fecundity assays in C. elegans

Linyao Peng, Hongyi Shui, [ ... ], Amanda Kyle Gibson

TIG welding defect detection using ResNet and Random Forest

Vu Quang Huy, Vu Minh Thuan, [ ... ], Pham Son Minh

A lightweight hybrid framework integrating convolutional neural networks and fast Fourier transform for reliable and calibrated ECG-based cardiac abnormality detection

Abdoul Malik, Selim Aras

Object detection in histology: A multi-dataset benchmark and test-time inference

Dragoș-Vasile Leordean, Eugen-Richard Ardelean

A mask-based peak-to-average power ratio reduction scheme for affine frequency division multiplexing systems using Volterra Series-Driven PolyNet

Xiangxin Liu, Yushuai Zhang, [ ... ], Liping Wang

Dual-Stream deep learning for multimodal feature fusion and classification of balance control in elite freestyle aerial skiers

Xinze Cui, Jie Gao, [ ... ], Yanming Fu

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