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Machine learning

Forecasting the monthly incidence rate of brucellosis in west of Iran using time series and data mining from 2010 to 2019

Hadi Bagheri, Leili Tapak, Manoochehr Karami, Zahra Hosseinkhani, Hamidreza Najari, Safdar Karimi, Zahra Cheraghi

published 12 May 2020

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Using case-level context to classify cancer pathology reports

Shang Gao, Mohammed Alawad, Noah Schaefferkoetter, Lynne Penberthy, Xiao-Cheng Wu, Eric B. Durbin, Linda Coyle, Arvind Ramanathan, Georgia Tourassi

published 12 May 2020

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Automated evaluation of probe-based confocal laser endomicroscopy in the lung

David Bondesson, Moritz J. Schneider, Edith Silbernagel, Jürgen Behr, Frank Reichenberger, Julien Dinkel

published 06 May 2020

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Two-layer detection framework with a high accuracy and efficiency for a malware family over the TLS protocol

Rongfeng Zheng, Jiayong Liu, Liang Liu, Shan Liao, Kai Li, Jihong Wei, Li Li, Zhiyi Tian

published 06 May 2020

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Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

Lohendran Baskaran, Subhi J. Al’Aref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong W. Choi, Sang-Eun Lee, Ji Min Sung, Fay Y. Lin, Simon Dunham, Bobak Mosadegh, Yong-Jin Kim, Ilan Gottlieb, Byoung Kwon Lee, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Sanghoon Shin, Jung Hyun Choi, Kavitha Chinnaiyan, Martin Hadamitzky, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Jonathon A. Leipsic, Gilbert L. Raff, Renu Virmani, Habib Samady, Peter H. Stone, Daniel S. Berman, Jagat Narula, Jeroen J. Bax, Hyuk-Jae Chang, James K. Min, Leslee J. Shaw

published 06 May 2020

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Prediction of miRNA targets by learning from interaction sequences

Xueming Zheng, Long Chen, Xiuming Li, Ying Zhang, Shungao Xu, Xinxiang Huang

published 05 May 2020

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Constrained unsteady-state iris fast certification for lightweight training samples based on the scale change stable feature and multi-algorithm voting

Shuai Liu, Yuanning Liu, Xiaodong Zhu, Jingwei Cui, Qixian Zhang, Tong Ding, Kuo Zhang, Zukang Wu, Yanan Yang

published 05 May 2020

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Machine learning goes wild: Using data from captive individuals to infer wildlife behaviours

Wanja Rast, Sophia Elisabeth Kimmig, Lisa Giese, Anne Berger

published 05 May 2020

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Prediction of attempted suicide in men and women with crack-cocaine use disorder in Brazil

Vinícius Serafini Roglio, Eduardo Nunes Borges, Francisco Diego Rabelo-da-Ponte, Felipe Ornell, Juliana Nichterwitz Scherer, Jaqueline Bohrer Schuch, Ives Cavalcante Passos, Breno Sanvicente-Vieira, Rodrigo Grassi-Oliveira, Lisia von Diemen, Flavio Pechansky, Felix Henrique Paim Kessler

published 04 May 2020

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Classification of breast cancer histopathological images using interleaved DenseNet with SENet (IDSNet)

Xia Li, Xi Shen, Yongxia Zhou, Xiuhui Wang, Tie-Qiang Li

published 04 May 2020

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The influence of preprocessing on text classification using a bag-of-words representation

Yaakov HaCohen-Kerner, Daniel Miller, Yair Yigal

published 01 May 2020

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A model for the assessment of bluetongue virus serotype 1 persistence in Spain

Cecilia Aguilar-Vega, Eduardo Fernández-Carrión, Javier Lucientes, José Manuel Sánchez-Vizcaíno

published 30 Apr 2020

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Combining signal and sequence to detect RNA polymerase initiation in ATAC-seq data

Ignacio J. Tripodi, Murad Chowdhury, Margaret Gruca, Robin D. Dowell

published 30 Apr 2020

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