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Preprocessing

Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability

Osama Abdelrahman, Chew XinYing, Esraa Faisal Malik, Khaw Khai Wah, Cheong Zhi Lin, Teoh Wei Lin

published 26 Jun 2026

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A multimodal ConvNeXt-Tiny deep learning model for simultaneous prediction of IDH mutation and Ki-67 expression in gliomas

Juan Du, Linsha Yang, Duo Zhang, Jinguo Wang, Shuo Wu, Defeng Liu, Huiling Yi, Xin Liang, Xiaohan Wang, Qinglei Shi, Tao Zheng

published 26 Jun 2026

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Decoding visual object recognition from EEG signals

Yiwen Kang, Mehdy Dousty, Farnaz Khodami, Ervin Sejdić

published 24 Jun 2026

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Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

published 23 Jun 2026

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Bridging the biomass data gap: A literature-based Length-Weight Relationship framework for estimating representative dry weights of freshwater invertebrates in Korean rivers

Jaehoon Yeom, Minji Kim, Sang Don Kim

published 23 Jun 2026

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Comparative modeling of mixed cardiopulmonary sounds in a low-resource paired dataset: Discrimination, calibration, and operating-point behavior

Runchen Cai

published 22 Jun 2026

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Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks

Sudha Rani Unnam, Kareemulla Shaik

published 18 Jun 2026

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Tree ring segmentation performance in highly disturbed trees using deep learning

Joe David Zambrano-Suárez, Jorge Pérez-Martín, Alberto Muñoz-Torrero Manchado, Juan Antonio Ballesteros Cánovas

published 18 Jun 2026

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Best-first search–based approach for mining top-k closed frequent itemsets from uncertain databases

Nguyen Le, Huy Vo, Thien Nguyen

published 17 Jun 2026

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LXNet: A lightweight CNN for lung disease classification from Chest X-ray with XAI-based interpretability

Juiria Humayan, Md. Najmus Sakib Nahid, Amir Sohel, Md Alamgir Kabir, Md Shakhawat Hossain, Zahid Ullah, Mona Jamjoom

published 17 Jun 2026

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A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, Xinyue Liu, Wen Yang, Ke Hu, Jia Zhang

published 17 Jun 2026

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Automatic early detection of pathological signs following primary total hip arthroplasty using radiographs, clinical scores, and comorbidities

Sarah Galante, Anna Corti, Riccardo Stuani, Katia Chiappetta, Mattia Loppini, Valentina D. A. Corino

published 15 Jun 2026

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Altered brain–behavior coupling during inhibitory control in ankylosing spondylitis: ERP evidence from NoGo-P3 component

Lei Zhang, Fang Lu, Yuxin He, Lin Tang, Li Zhang, Jing Xiang, Chun rong Gu, Su wan Guo, Zheng hong Yu

published 12 Jun 2026

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