Machine Learning Methods

Yun-Tzai Lee; Maximilia Frazão de Souza Degenhardt; Ilias Skeparnias; Hermann F. Degenhardt; Yuba R. Bhandari; Ping Yu; Jason R. Stagno; Lixin Fan; Jinwei Zhang; Yun‐Xing Wang2024·NatureTier 1

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11 Jan 2026|10.1038/s41598-024-60181-9

Research on a machine learning-based adaptive and efficient screening model for psychological symptoms of community correctional prisoners.

Xu; Zhifei; Pan; Zhigeng; Wang + 3 more2024·Scientific reportsTier 2

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28 Jan 2026|10.1016/j.neuron.2024.06.027

Dissecting attention: Rate modulation vs. phase locking.

Esghaei; Moein; Martinez-Trujillo; Julio; Treue + 1 more2024·NeuronTier 2

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31 Jan 2026|arxiv:2402.04866

Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones

Francesca Ronchini; Luca Comanducci; Mirco Pezzoli; Fabio Antonacci; Augusto Sarti2024·arXiv Preprint

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28 Jan 2026|https://doi.org/10.1038/s41467-024-44856-5

Harnessing synthetic active particles for physical reservoir computing

Computer Science

Xiangzun Wang; Frank Cichos2024·Nature CommunicationsTier 1

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15 Jan 2026|https://doi.org/10.1038/s41467-023-44188-w

MAPS: pathologist-level cell type annotation from tissue images through machine learning

Computer Science

Muhammad Shaban; Yunhao Bai; Huaying Qiu; Shulin Mao; Jason Yeung; Yao Yu Yeo; Vignesh Shanmugam; Han Chen; Bokai Zhu; Jason L. Weirather; Garry P. Nolan; Margaret A. Shipp; Scott J. Rodig; Sizun Jiang; Faisal Mahmood2024·Nature CommunicationsTier 1

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10 Jan 2026|10.3390/nu16234213

Using Machine Learning to Fight Child Acute Malnutrition and Predict Weight Gain During Outpatient Treatment with a Simplified Combined Protocol.

Sánchez-Martínez; Luis Javier; Charle-Cuéllar; Pilar; Gado + 4 more2024·NutrientsTier 1

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25 Feb 2026|arxiv:2403.18951

Robust estimations from distribution structures: V. Non-asymptotic

Li Tuobang2024·arXiv Preprint

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24 Jan 2026|arxiv:2401.14012

Measuring multidimensional inequality: a new proposal based on the Fourier transform

Paolo Giudici; Emanuela Raffinetti; Giuseppe Toscani2024·arXiv Preprint