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Algorithms

Early classification of spatio-temporal events using partial information

Sevvandi Kandanaarachchi, Rob J. Hyndman, Kate Smith-Miles

published 05 Aug 2020

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Beyond convexity—Contraction and global convergence of gradient descent

Patrick M. Wensing, Jean-Jacques Slotine

published 04 Aug 2020

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A unified model framework for the multi-attribute consistent periodic vehicle routing problem

Maria Gulnara Baldoquin, Jairo A. Martinez, Jenny Díaz-Ramírez

published 03 Aug 2020

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Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST)

Amos Stemmer, Ran Shadmi, Orna Bregman-Amitai, David Chettrit, Denitza Blagev, Mila Orlovsky, Lisa Deutsch, Eldad Elnekave

published 03 Aug 2020

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MISTIC: A prediction tool to reveal disease-relevant deleterious missense variants

Kirsley Chennen, Thomas Weber, Xavière Lornage, Arnaud Kress, Johann Böhm, Julie Thompson, Jocelyn Laporte, Olivier Poch

published 31 Jul 2020

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Three-dimensional visualization of brain tumor progression based accurate segmentation via comparative holographic projection

Rania M. Abdelazeem, Doaa Youssef, Jala El-Azab, Salah Hassab-Elnaby, Mostafa Agour

published 30 Jul 2020

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GPU-accelerated ray-casting for 3D fiber orientation analysis

Roman Shkarin, Svetlana Shkarina, Venera Weinhardt, Roman A. Surmenev, Maria A. Surmeneva, Andrei Shkarin, Tilo Baumbach, Ralf Mikut

published 29 Jul 2020

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Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs

Jocelyn Zhu, Beiyi Shen, Almas Abbasi, Mahsa Hoshmand-Kochi, Haifang Li, Tim Q. Duong

published 28 Jul 2020

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Plan optimization with L0-norm and group sparsity constraints for a new rotational, intensity-modulated brachytherapy for cervical cancer

Hojin Kim, Young Kyung Lim, Youngmoon Goh, Chiyoung Jeong, Ui-Jung Hwang, Sang Hyoun Choi, Byungchul Cho, Jungwon Kwak

published 28 Jul 2020

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Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results

Karina Quiaoit, Daniel DiCenzo, Kashuf Fatima, Divya Bhardwaj, Lakshmanan Sannachi, Mehrdad Gangeh, Ali Sadeghi-Naini, Archya Dasgupta, Michael C. Kolios, Maureen Trudeau, Sonal Gandhi, Andrea Eisen, Frances Wright, Nicole Look-Hong, Arjun Sahgal, Greg Stanisz, Christine Brezden, Robert Dinniwell, William T. Tran, Wei Yang, Belinda Curpen, Gregory J. Czarnota

published 27 Jul 2020

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Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

published 27 Jul 2020

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Optimization of transportation routing problem for fresh food in time-varying road network: Considering both food safety reliability and temperature control

Zhixue Zhao, Xiamiao Li, Xiancheng Zhou

published 27 Jul 2020

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Analysis of Twitter data with the Bayesian fused graphical lasso

Mehran Aflakparast, Mathisca de Gunst, Wessel van Wieringen

published 27 Jul 2020

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