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Data processing

A proof of concept for wear/non-wear classification using accelerometer data in daily activity recording: Synthetic algorithm leveraging probability and continuity of zero counts

Natsumi Nishiyama, Shoji Konda, Issei Ogasawara, Ken Nakata

published 22 Oct 2024

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Interpretable dimensionality reduction and classification of mass spectrometry imaging data in a visceral pain model via non-negative matrix factorization

Kasun Pathirage, Aman Virmani, Alison J. Scott, Richard J. Traub, Robert K. Ernst, Reza Ghodssi, Behtash Babadi, Pamela Ann Abshire

published 10 Oct 2024

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A comparative analysis of 24-hour movement behaviors features using different accelerometer metrics in adults: Implications for guideline compliance and associations with cardiometabolic health

Iris Willems, Vera Verbestel, Dorothea Dumuid, Patrick Calders, Bruno Lapauw, Marieke De Craemer

published 17 Sep 2024

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A scalable blockchain-enabled federated learning architecture for edge computing

Shuyang Ren, Eunsam Kim, Choonhwa Lee

published 16 Aug 2024

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Improving realty management ability based on big data and artificial intelligence decision-making

Aichun Wu

published 14 Aug 2024

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Bayesian graph convolutional network with partial observations

Shuhui Luo, Peilan Liu, Xulun Ye

published 18 Jul 2024

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Personalized interpretable prediction of perceived sleep quality: Models with meaningful cardiovascular and behavioral features

Max Moebus, Christian Holz

published 08 Jul 2024

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uafR: An R package that automates mass spectrometry data processing

Chase A. Stratton, Yvonne Thompson, Konilo Zio, William R. Morrison III, Ebony G. Murrell

published 05 Jul 2024

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The analysis of the internet of things database query and optimization using deep learning network model

Xiaowen Ma

published 28 Jun 2024

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A blended wavefield separation method for seismic exploration based on improved GoogLeNet

ZhiQiang Gan, XiangE Sun

published 25 Jun 2024

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SinglePointRNA, an user-friendly application implementing single cell RNA-seq analysis software

Laura Puente-Santamaría, Luis del Peso

published 18 Jun 2024

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Epilepsy detection based on multi-head self-attention mechanism

Yandong Ru, Gaoyang An, Zheng Wei, Hongming Chen

published 11 Jun 2024

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Open-source data pipeline for street-view images: A case study on community mobility during COVID-19 pandemic

Matthew Martell, Nick Terry, Ribhu Sengupta, Chris Salazar, Nicole A. Errett, Scott B. Miles, Joseph Wartman, Youngjun Choe

published 10 May 2024

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