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Machine learning

Deciphering the molecular network of Trichostatin A in regulating Alzheimer’s disease screening of core genes and mechanistic investigation based on multidimensional bioinformatics and molecular simulation

Changze Ou, Binbin Chen, Jun Deng, Huajun Long

published 20 Apr 2026

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TinyAct: A framework for real-time action recognition in the cloud through distillation learning

Yupaporn Wanna, Kannika Wiratchawa, Thanapong Intharah

published 20 Apr 2026

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A cross-dataset harmonized intrusion detection framework with statistically validated multi-model learning

Shailendra Mishra, Naif S. Alshammari, Hashim Hussain, Ruba Ahmed Alfahidah

published 20 Apr 2026

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Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning

Zhi Zhang, Yusha Xiao, Biqing Chen, Kaihao Long, Feng Liang, Jiwu Liao

published 20 Apr 2026

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Normalizing flow based neural processes for Alzheimer’s disease progression prediction

Emad Al-anbari, Hossein Karshenas, Bijan Shoushtarian

published 20 Apr 2026

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DSCANet: Integrating dual encoder and spatial cross-attention for polyp segmentation

Jun Su, Tiantian Shi, Bogdan Adamyk

published 20 Apr 2026

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An explainable multi-head attention network for healthcare IoT threat detection based on the MedDefender-MHAN framework

Ali Alqazzaz

published 17 Apr 2026

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Non-lethal imaging and modeling approaches for estimating dry mass in aquatic larvae

Daniela Granados Frias, Najva Akbari, Lauren A. O’Connell, Bryan H. Juarez

published 17 Apr 2026

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Hybrid feature-selection and diversity-guided stacking framework for interpretable ensemble learning: Application to COVID-19 mortality prediction

Farideh Mohtasham, Seyed Saeed Hashemi Nazari, Mohamad Amin Pourhoseingholi, Kaveh Kavousi, Mohammad Reza Zali

published 17 Apr 2026

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SCGAN-generated skin-tone-balanced extension of the HAM10000 dataset for fairer dermatological AI

Safrina Kabir

published 17 Apr 2026

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Classification of mushrooms based on AWPF-ResNet18

Xinhai Zhao, Hanchen Lin, Yongmin Guo, Ning Sun

published 16 Apr 2026

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Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

Tingshan Liu, Jayanta Dey, Beiya Xu, Eric W. Bridgeford, Samuel Alldritt, Karl-Heinz Nenning, Kyoungseob Byeon, Ting Xu, Joshua T. Vogelstein

published 16 Apr 2026

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LungNet: Leveraging state-space models with SE-enhanced skip connections for precise CT-based lung lesion segmentation

Fei Mi, Yuan Xu, Shuanghong Mi

published 16 Apr 2026

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