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Deep learning

The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset

Abdalla Ibrahim, Turkey Refaee, Ralph T. H. Leijenaar, Sergey Primakov, Roland Hustinx, Felix M. Mottaghy, Henry C. Woodruff, Andrew D. A. Maidment, Philippe Lambin

published 07 May 2021

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ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans

Mehdi Yousefzadeh, Parsa Esfahanian, Seyed Mohammad Sadegh Movahed, Saeid Gorgin, Dara Rahmati, Atefeh Abedini, Seyed Alireza Nadji, Sara Haseli, Mehrdad Bakhshayesh Karam, Arda Kiani, Meisam Hoseinyazdi, Jafar Roshandel, Reza Lashgari

published 07 May 2021

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A decentralized hybrid computing consumer authentication framework for a reliable drone delivery as a service

Abdul Hannan, Faisal Hussain, Noman Ali, Muhammad Ehatisham-Ul-Haq, Muhammad Usman Ashraf, Ahmed Mohammad Alghamdi, Ahmed Saeed Alfakeeh

published 30 Apr 2021

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Validity concerns with the Revised Study Process Questionnaire (R-SPQ-2F) in undergraduate anatomy & physiology students

Staci N. Johnson, Eliza D. Gallagher, Anna Marie Vagnozzi

published 29 Apr 2021

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Gastric polyp detection in gastroscopic images using deep neural network

Chanting Cao, Ruilin Wang, Yao Yu, Hui zhang, Ying Yu, Changyin Sun

published 28 Apr 2021

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A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

S. M. Isuru Niroshana, Xin Zhu, Keijiro Nakamura, Wenxi Chen

published 26 Apr 2021

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The phase space of meaning model of psychopathology: A computer simulation modelling study

Johann Roland Kleinbub, Alberto Testolin, Arianna Palmieri, Sergio Salvatore

published 26 Apr 2021

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Clustered embedding using deep learning to analyze urban mobility based on complex transportation data

Sung-Bae Cho, Jin-Young Kim

published 20 Apr 2021

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Automatic image annotation for fluorescent cell nuclei segmentation

Fabian Englbrecht, Iris E. Ruider, Andreas R. Bausch

published 16 Apr 2021

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SA-Net: A scale-attention network for medical image segmentation

Jingfei Hu, Hua Wang, Jie Wang, Yunqi Wang, Fang He, Jicong Zhang

published 14 Apr 2021

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Development of a graph convolutional neural network model for efficient prediction of protein-ligand binding affinities

Jeongtae Son, Dongsup Kim

published 08 Apr 2021

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Deep learning classification of lipid droplets in quantitative phase images

Luke Sheneman, Gregory Stephanopoulos, Andreas E. Vasdekis

published 05 Apr 2021

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Semi-supervised learning for an improved diagnosis of COVID-19 in CT images

Chang Hee Han, Misuk Kim, Jin Tae Kwak

published 01 Apr 2021

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