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Deep learning

Automated segmentation of microtomography imaging of Egyptian mummies

Marc Tanti, Camille Berruyer, Paul Tafforeau, Adrian Muscat, Reuben Farrugia, Kenneth Scerri, Gianluca Valentino, V. Armando Solé, Johann A. Briffa

published 15 Dec 2021

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LIO-CSI: LiDAR inertial odometry with loop closure combined with semantic information

Gang Wang, Saihang Gao, Han Ding, Hao Zhang, Hongmin Cai

published 08 Dec 2021

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A localization strategy combined with transfer learning for image annotation

Zhiqiang Chen, Leelavathi Rajamanickam, Jianfang Cao, Aidi Zhao, Xiaohui Hu

published 08 Dec 2021

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Identification of public submitted tick images: A neural network approach

Lennart Justen, Duncan Carlsmith, Susan M. Paskewitz, Lyric C. Bartholomay, Gebbiena M. Bron

published 02 Dec 2021

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Improved performance and consistency of deep learning 3D liver segmentation with heterogeneous cancer stages in magnetic resonance imaging

Moritz Gross, Michael Spektor, Ariel Jaffe, Ahmet S. Kucukkaya, Simon Iseke, Stefan P. Haider, Mario Strazzabosco, Julius Chapiro, John A. Onofrey

published 01 Dec 2021

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Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder

Jong-Hwan Jang, Tae Young Kim, Hong-Seok Lim, Dukyong Yoon

published 01 Dec 2021

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Development of prediction models of spontaneous ureteral stone passage through machine learning: Comparison with conventional statistical analysis

Jee Soo Park, Dong Wook Kim, Dongu Lee, Taeju Lee, Kyo Chul Koo, Woong Kyu Han, Byung Ha Chung, Kwang Suk Lee

published 01 Dec 2021

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Individual dairy cow identification based on lightweight convolutional neural network

Shijun Li, Lili Fu, Yu Sun, Ye Mu, Lin Chen, Ji Li, He Gong

published 29 Nov 2021

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Generative adversarial networks for generating synthetic features for Wi-Fi signal quality

Mauro Castelli, Luca Manzoni, Tatiane Espindola, Aleš Popovič, Andrea De Lorenzo

published 23 Nov 2021

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Development, evaluation and application of a novel markerless motion analysis system to understand push-start technique in elite skeleton athletes

Laurie Needham, Murray Evans, Darren P. Cosker, Steffi L. Colyer

published 15 Nov 2021

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Based on improved deep convolutional neural network model pneumonia image classification

Lingzhi Kong, Jinyong Cheng

published 04 Nov 2021

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SpeCollate: Deep cross-modal similarity network for mass spectrometry data based peptide deductions

Muhammad Usman Tariq, Fahad Saeed

published 29 Oct 2021

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Automated color detection in orchids using color labels and deep learning

Diah Harnoni Apriyanti, Luuk J. Spreeuwers, Peter J. F. Lucas, Raymond N. J. Veldhuis

published 27 Oct 2021

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