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Algorithms

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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Entrofy your cohort: A transparent method for diverse cohort selection

Daniela Huppenkothen, Brian McFee, Laura Norén

published 27 Jul 2020

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Weighted nearest neighbours-based control group selection method for observational studies

Szabolcs Szekér, Ágnes Vathy-Fogarassy

published 23 Jul 2020

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Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

Milla Juutinen, Cassia Wang, Justin Zhu, Juan Haladjian, Jari Ruokolainen, Juha Puustinen, Antti Vehkaoja

published 23 Jul 2020

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Dynamic modeling of soft continuum manipulators using lie group variational integration

Abbas Tariverdi, Venkatasubramanian Kalpathy Venkiteswaran, Ørjan Grøttem Martinsen, Ole Jacob Elle, Jim Tørresen, Sarthak Misra

published 22 Jul 2020

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Variable selection in multivariate multiple regression

Asokan Mulayath Variyath, Anita Brobbey

published 17 Jul 2020

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Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study

Wei-Hsuan Lo-Ciganic, James L. Huang, Hao H. Zhang, Jeremy C. Weiss, C. Kent Kwoh, Julie M. Donohue, Adam J. Gordon, Gerald Cochran, Daniel C. Malone, Courtney C. Kuza, Walid F. Gellad

published 17 Jul 2020

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Risk management system and intelligent decision-making for prefabricated building project under deep learning modified teaching-learning-based optimization

Huazan Liu, Yukang He, Qichao Hu, Jianfei Guo, Lan Luo

published 17 Jul 2020

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Predicting human body composition using a modified adaptive genetic algorithm with a novel selection operator

Xiue Gao, Wenxue Xie, Zumin Wang, Tianshu Zhang, Bo Chen, Ping Wang

published 16 Jul 2020

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