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Deep learning

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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FEDI-CODE: A federated and causally-informed framework for dementia risk prediction using multi-site patient data

Mohammad Moniruzzaman, Md Shahab Uddin, Ahsan Ahmed, Md Aktarujjaman, Mumtahina Ahmed, Ashifur Rahman

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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Dual chaotic encryption method for wireless communication privacy data based on deep learning

Hongbo Yu

published 23 Jun 2026

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Artificial intelligence in the diagnosis of deep vein thrombosis: A scoping review

Teresa Chen, Ranita Hisham Shunmugam, Samantha Ying Ying Tan, Sheron Sir Loon Goh, Yet Yen Yan, Kwan Hoong Ng

published 22 Jun 2026

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RGB-based visual encoding of vibration data for gearbox fault diagnosis using U-Net segmentation model

İrfan Kiliç, Gülşah Karaduman, Beyda Tasar, Orhan Yaman

published 22 Jun 2026

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GARN3: A coarse-grained helix centered technique for RNA 3D structures prediction

Jhonatan Silva, Johanne Cohen, Daniel Cordeiro

published 22 Jun 2026

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Perceptual no-reference image quality assessment with meta-learning by graph representation learning and multi-scale feature fusion

Yanru Jia, Longsheng Wei

published 18 Jun 2026

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Comparative evaluation of deep learning models for plant disease classification with edge-aware performance analysis

Zirije Hasani, Jakup Fondaj, Dionesa Bytyqi, Sufjan Misini

published 18 Jun 2026

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Hybrid quantum-classical neural networks for real-time fault detection in power systems

Hina Hashmi, Aman Kumar, Shanu Rakesh Kuttan, Jhankar Moolchandani, Priya Goel, Aseel Smerat, Yaikob Abriham Massebo, Arshad Hashmi

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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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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Automated classification of natural habitats using ground-level imagery

Mahdis Tourian, Remy Vandaele, Sareh Rowlands, Max Fancourt, Rebecca Mein, Bethany Hadfield, Alison Saunders, Sophie Potter, Amy Woodget, Hywel T. P. Williams

published 17 Jun 2026

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