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Machine learning algorithms

Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data

Javier Rasero, Hannelore Aerts, Marlis Ontivero Ortega, Jesus M. Cortes, Sebastiano Stramaglia, Daniele Marinazzo

published 12 Nov 2018

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Simple but robust improvement in multivoxel pattern classification

Sangil Lee, Joseph W. Kable

published 07 Nov 2018

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Keratoconus severity identification using unsupervised machine learning

Siamak Yousefi, Ebrahim Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Penny Asbell

published 06 Nov 2018

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Improved linear classifier model with Nyström

Changming Zhu, Xiang Ji, Chao Chen, Rigui Zhou, Lai Wei, Xiafen Zhang

published 05 Nov 2018

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Semi-supervised machine learning approaches for predicting the chronology of archaeological sites: A case study of temples from medieval Angkor, Cambodia

Sarah Klassen, Jonathan Weed, Damian Evans

published 05 Nov 2018

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Predicting bacterial growth conditions from mRNA and protein abundances

M. Umut Caglar, Adam J. Hockenberry, Claus O. Wilke

published 02 Nov 2018

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Evaluation of cerebrospinal fluid proteins as potential biomarkers for early stage Parkinson’s disease diagnosis

Marcia Cristina T. dos Santos, Dieter Scheller, Claudia Schulte, Irene R. Mesa, Peter Colman, Sarah R. Bujac, Rosie Bell, Caroline Berteau, Luis Tosar Perez, Ingolf Lachmann, Daniela Berg, Walter Maetzler, Andre Nogueira da Costa

published 01 Nov 2018

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Enhancing the robustness of recommender systems against spammers

Chengjun Zhang, Jin Liu, Yanzhen Qu, Tianqi Han, Xujun Ge, An Zeng

published 01 Nov 2018

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Application of machine learning algorithms for multiparametric MRI-based evaluation of murine colitis

Stephan Ellmann, Victoria Langer, Nathalie Britzen-Laurent, Kai Hildner, Carina Huber, Philipp Tripal, Lisa Seyler, Maximilian Waldner, Michael Uder, Michael Stürzl, Tobias Bäuerle

published 26 Oct 2018

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Potential use of text classification tools as signatures of suicidal behavior: A proof-of-concept study using Virginia Woolf’s personal writings

Gabriela de Ávila Berni, Francisco Diego Rabelo-da-Ponte, Diego Librenza-Garcia, Manuela V. Boeira, Márcia Kauer-Sant’Anna, Ives Cavalcante Passos, Flávio Kapczinski

published 24 Oct 2018

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A data-driven artificial intelligence model for remote triage in the prehospital environment

Dohyun Kim, Sungmin You, Soonwon So, Jongshill Lee, Sunhyun Yook, Dong Pyo Jang, In Young Kim, Eunkyoung Park, Kyeongwon Cho, Won Chul Cha, Dong Wook Shin, Baek Hwan Cho, Hoon-Ki Park

published 23 Oct 2018

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Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose

Zhiyuan Ma, Ping Wang, Zehui Gao, Ruobing Wang, Koroush Khalighi

published 19 Oct 2018

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miRWalk: An online resource for prediction of microRNA binding sites

Carsten Sticht, Carolina De La Torre, Alisha Parveen, Norbert Gretz

published 18 Oct 2018

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