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Machine learning

Machine learning-based diagnosis for disseminated intravascular coagulation (DIC): Development, external validation, and comparison to scoring systems

Jihoon G. Yoon, JoonNyung Heo, Minkyu Kim, Yu Jin Park, Min Hyuk Choi, Jaewoo Song, Kangsan Wyi, Hakbeen Kim, Olivier Duchenne, Soowon Eom, Yury Tsoy

published 02 May 2018

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An automated, high-throughput plant phenotyping system using machine learning-based plant segmentation and image analysis

Unseok Lee, Sungyul Chang, Gian Anantrio Putra, Hyoungseok Kim, Dong Hwan Kim

published 27 Apr 2018

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An efficient approach for feature construction of high-dimensional microarray data by random projections

Hassan Tariq, Elf Eldridge, Ian Welch

published 27 Apr 2018

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A fully convolutional network for weed mapping of unmanned aerial vehicle (UAV) imagery

Huasheng Huang, Jizhong Deng, Yubin Lan, Aqing Yang, Xiaoling Deng, Lei Zhang

published 26 Apr 2018

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Classification-driven framework to predict maize hybrid field performance from metabolic profiles of young parental roots

Francisco de Abreu e Lima, Lothar Willmitzer, Zoran Nikoloski

published 26 Apr 2018

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System steganalysis with automatic fingerprint extraction

Alejandro Cervantes, Tom Sloan, Julio Hernandez-Castro, Pedro Isasi

published 25 Apr 2018

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An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model

Safia Jabeen, Zahid Mehmood, Toqeer Mahmood, Tanzila Saba, Amjad Rehman, Muhammad Tariq Mahmood

published 25 Apr 2018

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Malay sentiment analysis based on combined classification approaches and Senti-lexicon algorithm

Ahmed Al-Saffar, Suryanti Awang, Hai Tao, Nazlia Omar, Wafaa Al-Saiagh, Mohammed Al-bared

published 23 Apr 2018

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Plasma metabolomic biomarkers accurately classify acute mild traumatic brain injury from controls

Massimo S. Fiandaca, Mark Mapstone, Amin Mahmoodi, Thomas Gross, Fabio Macciardi, Amrita K. Cheema, Kian Merchant-Borna, Jeffrey Bazarian, Howard J. Federoff

published 20 Apr 2018

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Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

Mizuho Nishio, Mitsuo Nishizawa, Osamu Sugiyama, Ryosuke Kojima, Masahiro Yakami, Tomohiro Kuroda, Kaori Togashi

published 19 Apr 2018

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Spoken language identification based on the enhanced self-adjusting extreme learning machine approach

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Fahad Taha AL-Dhief, Mahmoud A. M. Sammour

published 19 Apr 2018

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Using machine learning on cardiorespiratory fitness data for predicting hypertension: The Henry Ford ExercIse Testing (FIT) Project

Sherif Sakr, Radwa Elshawi, Amjad Ahmed, Waqas T. Qureshi, Clinton Brawner, Steven Keteyian, Michael J. Blaha, Mouaz H. Al-Mallah

published 18 Apr 2018

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A general prediction model for the detection of ADHD and Autism using structural and functional MRI

Bhaskar Sen, Neil C. Borle, Russell Greiner, Matthew R. G. Brown

published 17 Apr 2018

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