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Machine learning algorithm for early detection of end-stage renal disease
Segal, Zvi, Kalifa, Dan, Radinsky, Kira, Ehrenberg, Bar, Elad, Guy, Maor, Gal, Lewis, Maor, Tibi, Muhammad, Korn, Liat, Koren, Gideon
Published in BMC nephrology (27.11.2020)
Published in BMC nephrology (27.11.2020)
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Journal Article
Energy-Efficient Routing Algorithms Based on OVSF Code and Priority in Clustered Wireless Sensor Networks
Wu, Xiaoling, Wang, Yangyang, Liu, Guangcong, Li, Jianjun, Shu, Lei, Zhang, Xiaobo, Chen, Hainan, Lee, Sungyoung
Published in International journal of distributed sensor networks (01.01.2013)
Published in International journal of distributed sensor networks (01.01.2013)
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Journal Article
Accelerating diagnosis of Parkinson’s disease through risk prediction
Yuan, William, Beaulieu-Jones, Brett, Krolewski, Richard, Palmer, Nathan, Veyrat-Follet, Christine, Frau, Francesca, Cohen, Caroline, Bozzi, Sylvie, Cogswell, Meaghan, Kumar, Dinesh, Coulouvrat, Catherine, Leroy, Bruno, Fischer, Tanya Z., Sardi, S. Pablo, Chandross, Karen J., Rubin, Lee L., Wills, Anne-Marie, Kohane, Isaac, Lipnick, Scott L.
Published in BMC neurology (18.05.2021)
Published in BMC neurology (18.05.2021)
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Journal Article
Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
Thottakkara, Paul, Ozrazgat-Baslanti, Tezcan, Hupf, Bradley B., Rashidi, Parisa, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Published in PloS one (27.05.2016)
Published in PloS one (27.05.2016)
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Journal Article
Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches
Ford, Elizabeth, Rooney, Philip, Oliver, Seb, Hoile, Richard, Hurley, Peter, Banerjee, Sube, van Marwijk, Harm, Cassell, Jackie
Published in BMC medical informatics and decision making (02.12.2019)
Published in BMC medical informatics and decision making (02.12.2019)
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Journal Article
Ovarian torsion: developing a machine-learned algorithm for diagnosis
Otjen, Jeffrey P., Stanescu, A. Luana, Alessio, Adam M., Parisi, Marguerite T.
Published in Pediatric radiology (01.05.2020)
Published in Pediatric radiology (01.05.2020)
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Journal Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
Ong, Charlene Jennifer, Orfanoudaki, Agni, Zhang, Rebecca, Caprasse, Francois Pierre M., Hutch, Meghan, Ma, Liang, Fard, Darian, Balogun, Oluwafemi, Miller, Matthew I., Minnig, Margaret, Saglam, Hanife, Prescott, Brenton, Greer, David M., Smirnakis, Stelios, Bertsimas, Dimitris
Published in PloS one (19.06.2020)
Published in PloS one (19.06.2020)
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Journal Article
Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study
Lo-Ciganic, Wei-Hsuan, Huang, James L., Zhang, Hao H., Weiss, Jeremy C., Kwoh, C. Kent, Donohue, Julie M., Gordon, Adam J., Cochran, Gerald, Malone, Daniel C., Kuza, Courtney C., Gellad, Walid F.
Published in PloS one (17.07.2020)
Published in PloS one (17.07.2020)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Convolutional neural network models for cancer type prediction based on gene expression
Mostavi, Milad, Chiu, Yu-Chiao, Huang, Yufei, Chen, Yidong
Published in BMC medical genomics (03.04.2020)
Published in BMC medical genomics (03.04.2020)
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Journal Article
Using machine learning for the personalised prediction of revision endoscopic sinus surgery
Nuutinen, Mikko, Haukka, Jari, Virkkula, Paula, Torkki, Paulus, Toppila-Salmi, Sanna
Published in PloS one (29.04.2022)
Published in PloS one (29.04.2022)
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Journal Article
Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model
Duong, Son Q., Zheng, Le, Xia, Minjie, Jin, Bo, Liu, Modi, Li, Zhen, Hao, Shiying, Alfreds, Shaun T., Sylvester, Karl G., Widen, Eric, Teuteberg, Jeffery J., McElhinney, Doff B., Ling, Xuefeng B.
Published in PloS one (10.12.2021)
Published in PloS one (10.12.2021)
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Journal Article
Power transformers fault diagnosis based on a meta-learning approach to kernel extreme learning machine with opposition-based learning sparrow search algorithm
Song, Yu, Tan, Weimin, Zhang, Chengming, Tang, Chao, Cai, Lihong, Hu, Dong
Published in Journal of intelligent & fuzzy systems (01.01.2023)
Published in Journal of intelligent & fuzzy systems (01.01.2023)
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Journal Article