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Machine learning

GS-YOLO: A lightweight high-accuracy model for small target detection in drone aerial images

Xiaoyuan Jin, Xiyuan Zhu, Dongdong Kang, Wangyu Shen, Yang Zhao, Xun Li, Baoxi Yuan, Yuzhen Zhao

published 08 Jun 2026

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Can AI applied on MRI reliably predict shunt response in INPH? A comprehensive exploration of deep learning and radiomics approaches using preoperative MRI

Klara Mogensen, Valerio Guarrasi, Sofia Behndig, Johan Eriksson De Ryst, Paolo Soda, Anders Eklund, Jan Malm, Sara Qvarlander

published 08 Jun 2026

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Exploration of comorbidity mechanisms between chronic pain and depression: Machine learning prediction models and SHAP interpretability analysis based on the CHARLS cohort

Tao-Ming Dai, Jie Yuan, Yue-Yang Ma, Jun-Jun Liu

published 08 Jun 2026

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Explainable IAOA-CNN-CBAM-SVR model for predicting air consumption of auxiliary nozzles with limited sample size

Min Shen, Yongbo Cao, Xiaoshuang Xiong, Zhen Wang, Lianqing Yu, Xuezheng Yang, Yongfa Lv

published 05 Jun 2026

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Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models

Fawaz Khaled Alarfaj

published 05 Jun 2026

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Reliability-based mix design for concrete compressive strength using a physics-prior residual-learning surrogate with calibrated uncertainty

Pengfei Qu, Lei Song, Sihan Wang

published 05 Jun 2026

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Leveraging nonlinear relationships and interactions to improve 30-day pneumonia readmission machine learning models

Eric M. Mortensen, Nkiruka Atuegwu, Shane J. Sacco

published 05 Jun 2026

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A U-Net model for epidermal segmentation in optical coherence tomography images of actinic keratosis

Theofanis Angelis, Peter A. Philipsen, Vinzent K. Ortner, Gabriella Fredman, Merete Haedersdal, Gavrielle R. Untracht

published 05 Jun 2026

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Multistate animal-contact-related nontyphoidal Salmonella enterica outbreaks in the United States, 2009–2022: Network and machine learning analyses of exposure sources, settings, and serovars

Hammad Ur Rehman Bajwa, Suman Bhowmick, Csaba Varga

published 05 Jun 2026

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Deep learning-based arterial waveform analysis for predicting postoperative cerebrovascular events in pediatric patients with Moyamoya disease

Jung-Bin Park, Youmin Shin, Jihun Kim, Yoon Jung Kim, Seung-Bo Lee, Eun-Hee Kim, Joo Whan Kim, Seung-Ki Kim, Hee-Soo Kim, Young-Gon Kim

published 04 Jun 2026

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Modelling cognitive outcomes in the UK Biobank: Education, noradrenaline and frontoparietal networks

Laura Bravo-Merodio, Jackie A. Olley-Williams, Dominic Russ, Georgios Gkoutos, Meadhbh B. Brosnan, Mark A. Bellgrove, Magdalena Chechlacz

published 04 Jun 2026

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Estimation of battery SOC using a combined approach of temporal convolutional networks and Unscented Kalman Filter

Huipin Lin, Xiaoying Chen, Lei Zhang, Zhengyi Bao, Sai Tang

published 04 Jun 2026

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Integrating deep learning, biological hierarchies, and high-resolution imagery to create a new identification tool for cryptic coral reef fishes

Leonardo F. Reginato, Simon J. Brandl

published 04 Jun 2026

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