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Machine learning

Multicenter validation of a machine learning phase space electro-mechanical pulse wave analysis to predict elevated left ventricular end diastolic pressure at the point-of-care

Sanjeev P. Bhavnani, Rola Khedraki, Travis J. Cohoon, Frederick J. Meine III, Thomas D. Stuckey, Thomas McMinn, Jeremiah P. Depta, Brett Bennett, Thomas McGarry, William Carroll, David Suh, John A. Steuter, Michael Roberts, Horace R. Gillins, Ian Shadforth, Emmanuel Lange, Abhinav Doomra, Mohammad Firouzi, Farhad Fathieh, Timothy Burton, Ali Khosousi, Shyam Ramchandani, William E. Sanders Jr., Frank Smart

published 15 Nov 2022

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Activating discipline specific thinking with adaptive learning: A digital tool to enhance learning in chemistry

Paulette Vincent-Ruz, Nathan R. B. Boase

published 15 Nov 2022

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Textural feature based intelligent approach for neurological abnormality detection from brain signal data

Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang, Hua Wang

published 14 Nov 2022

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Structure learning enhances concept formation in synthetic Active Inference agents

Victorita Neacsu, M. Berk Mirza, Rick A. Adams, Karl J. Friston

published 14 Nov 2022

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A novel hybrid transformer-CNN architecture for environmental microorganism classification

Ran Shao, Xiao-Jun Bi, Zheng Chen

published 11 Nov 2022

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Application of machine learning for multi-community COVID-19 outbreak predictions with wastewater surveillance

Yuehan Ai, Fan He, Emma Lancaster, Jiyoung Lee

published 10 Nov 2022

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Explaining predictive factors in patient pathways using autoencoders

Hugo De Oliveira, Prodel Martin, Lamarsalle Ludovic, Augusto Vincent, Xie Xiaolan

published 10 Nov 2022

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Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

Jieun Kim, Dong-Uk Hwang, Edwin J. Son, Sang Hoon Oh, Whansun Kim, Youngkyung Kim, Gusang Kwon

published 10 Nov 2022

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Predicting prediction: A systematic workflow to analyze factors affecting the classification performance in genomic biomarker discovery

Michael Netzer, Christian Baumgartner, Daniel Baumgarten

published 09 Nov 2022

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Ensemble learning-based feature engineering to analyze maternal health during pregnancy and health risk prediction

Ali Raza, Hafeez Ur Rehman Siddiqui, Kashif Munir, Mubarak Almutairi, Furqan Rustam, Imran Ashraf

published 09 Nov 2022

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MSFF-Net: Multi-Stream Feature Fusion Network for surface electromyography gesture recognition

Xiangdong Peng, Xiao Zhou, Huaqiang Zhu, Zejun Ke, Congcheng Pan

published 07 Nov 2022

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Age prediction by deep learning applied to Greenland halibut (Reinhardtius hippoglossoides) otolith images

Iver Martinsen, Alf Harbitz, Filippo Maria Bianchi

published 04 Nov 2022

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Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks

Thao Nguyen, Hieu H. Pham, Khiem H. Le, Anh-Tu Nguyen, Tien Thanh, Cuong Do

published 04 Nov 2022

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