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Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Rule-Mining for the Early Prediction of Chronic Kidney Disease Based on Metabolomics and Multi-Source Data
Luck, Margaux, Bertho, Gildas, Bateson, Mathilde, Karras, Alexandre, Yartseva, Anastasia, Thervet, Eric, Damon, Cecilia, Pallet, Nicolas
Published in PLOS ONE (18.11.2016)
Published in PLOS ONE (18.11.2016)
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Journal Article
Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
Marino, Simeone, Zhao, Yi, Zhou, Nina, Zhou, Yiwang, Toga, Arthur W., Zhao, Lu, Jian, Yingsi, Yang, Yichen, Chen, Yehu, Wu, Qiucheng, Wild, Jessica, Cummings, Brandon, Dinov, Ivo D.
Published in PloS one (28.08.2020)
Published in PloS one (28.08.2020)
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Journal Article
Knowledge discovery in medicine: Current issue and future trend
Esfandiari, Nura, Babavalian, Mohammad Reza, Moghadam, Amir-Masoud Eftekhari, Tabar, Vahid Kashani
Published in Expert systems with applications (01.07.2014)
Published in Expert systems with applications (01.07.2014)
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Journal Article
Machine learning-based prediction of distant metastasis risk in invasive ductal carcinoma of the breast
Dong, Jingru, Lei, Ruijiao, Ma, Feiyang, Yu, Lu, Wang, Lanlan, Xu, Shangzhi, Hu, Yunhua, Sun, Jialin, Zhang, Wenwen, Wang, Haixia, Zhang, Li
Published in PloS one (26.02.2025)
Published in PloS one (26.02.2025)
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Journal Article
Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database
Wu, Ruiyang, Luo, Jing, Wan, Hangyu, Zhang, Haiyan, Yuan, Yewei, Hu, Huihua, Feng, Jinyan, Wen, Jing, Wang, Yan, Li, Junyan, Liang, Qi, Gan, Fengjiao, Zhang, Gang
Published in PloS one (26.01.2023)
Published in PloS one (26.01.2023)
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Journal Article
A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy
Kaissis, Georgios, Ziegelmayer, Sebastian, Lohöfer, Fabian, Steiger, Katja, Algül, Hana, Muckenhuber, Alexander, Yen, Hsi-Yu, Rummeny, Ernst, Friess, Helmut, Schmid, Roland, Weichert, Wilko, Siveke, Jens T., Braren, Rickmer
Published in PloS one (02.10.2019)
Published in PloS one (02.10.2019)
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Journal Article
Prognostic biomarkers of intracerebral hemorrhage identified using targeted proteomics and machine learning algorithms
Misra, Shubham, Kawamura, Yuki, Singh, Praveen, Sengupta, Shantanu, Nath, Manabesh, Rahman, Zuhaibur, Kumar, Pradeep, Kumar, Amit, Aggarwal, Praveen, Srivastava, Achal K., Pandit, Awadh K., Mohania, Dheeraj, Prasad, Kameshwar, Mishra, Nishant K., Vibha, Deepti
Published in PloS one (03.06.2024)
Published in PloS one (03.06.2024)
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Journal Article
Simplification of a registry-based algorithm for ejection fraction prediction in heart failure patients: Applicability in cardiology centres of the Netherlands
Canto, Elisa Dal, Uijl, Alicia, Onland-Moret, N. Charlotte, Bots, Sophie H., Hofstra, Leonard, Tulevski, Igor, Asselbergs, Folkert W., van der Harst, Pim, Somsen, G. Aernout, den Ruijter, Hester M.
Published in PloS one (05.11.2024)
Published in PloS one (05.11.2024)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes
Collier, Olivier, Stoven, Véronique, Vert, Jean-Philippe
Published in PLoS computational biology (30.09.2019)
Published in PLoS computational biology (30.09.2019)
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Journal Article