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Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Burdick, Hoyt, Pino, Eduardo, Gabel-Comeau, Denise, Gu, Carol, Roberts, Jonathan, Le, Sidney, Slote, Joseph, Saber, Nicholas, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in BMC medical informatics and decision making (27.10.2020)
Published in BMC medical informatics and decision making (27.10.2020)
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Journal Article
A machine learning-assisted model for renal urate underexcretion with genetic and clinical variables among Chinese men with gout
Sun, Mingshu, Sun, Wenyan, Zhao, Xuetong, Li, Zhiqiang, Dalbeth, Nicola, Ji, Aichang, He, Yuwei, Qu, Hongzhu, Zheng, Guangmin, Ma, Lidan, Wang, Jiayi, Shi, Yongyong, Fang, Xiangdong, Chen, Haibing, Merriman, Tony R., Li, Changgui
Published in Arthritis research & therapy (09.03.2022)
Published in Arthritis research & therapy (09.03.2022)
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Journal Article
Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
Sorino, Paolo, Caruso, Maria Gabriella, Misciagna, Giovanni, Bonfiglio, Caterina, Campanella, Angelo, Mirizzi, Antonella, Franco, Isabella, Bianco, Antonella, Buongiorno, Claudia, Liuzzi, Rosalba, Cisternino, Anna Maria, Notarnicola, Maria, Chiloiro, Marisa, Pascoschi, Giovanni, Osella, Alberto Rubén
Published in PloS one (20.10.2020)
Published in PloS one (20.10.2020)
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Journal Article
A prognostic model for gastric cancer constructed by multiple machine learning algorithms
Yang, Xueli, Huang, Xu, Ying, Wang, Deng, Tao, Zhang, Jun, Ding, Qianshan
Published in Journal of molecular histology (14.10.2025)
Published in Journal of molecular histology (14.10.2025)
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Journal Article
Comparative analysis of supervised learning algorithms for prediction of cardiovascular diseases
Dou, Yifeng, Liu, Jiantao, Meng, Wentao, Zhang, Yingchao
Published in Technology and health care (01.01.2024)
Published in Technology and health care (01.01.2024)
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Journal Article
Fault diagnosis based on extremely randomized trees in wireless sensor networks
Saeed, Umer, Jan, Sana Ullah, Lee, Young-Doo, Koo, Insoo
Published in Reliability engineering & system safety (01.01.2021)
Published in Reliability engineering & system safety (01.01.2021)
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Journal Article
Development and validation of multivariable machine learning algorithms to predict risk of cancer in symptomatic patients referred urgently from primary care: a diagnostic accuracy study
Savage, Richard, Messenger, Mike, Neal, Richard D, Ferguson, Rosie, Johnston, Colin, Lloyd, Katherine L, Neal, Matthew D, Sansom, Nigel, Selby, Peter, Sharma, Nisha, Shinkins, Bethany, Skinner, Jim R, Tully, Giles, Duffy, Sean, Hall, Geoff
Published in BMJ open (01.04.2022)
Published in BMJ open (01.04.2022)
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Journal Article
A Comparison of Supervised Machine Learning Algorithms and Feature Vectors for MS Lesion Segmentation Using Multimodal Structural MRI
Sweeney, Elizabeth M., Vogelstein, Joshua T., Cuzzocreo, Jennifer L., Calabresi, Peter A., Reich, Daniel S., Crainiceanu, Ciprian M., Shinohara, Russell T.
Published in PloS one (01.04.2014)
Published in PloS one (01.04.2014)
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Journal Article
Machine Learning for Accurate Intraoperative Pediatric Middle Ear Effusion Diagnosis
Crowson, Matthew G., Hartnick, Christopher J., Diercks, Gillian R., Gallagher, Thomas Q., Fracchia, Mary S., Setlur, Jennifer, Cohen, Michael S.
Published in Pediatrics (Evanston) (01.04.2021)
Published in Pediatrics (Evanston) (01.04.2021)
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Journal Article
An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising
Li, Shutao, Fang, Leyuan, Yin, Haitao
Published in IEEE transactions on biomedical engineering (01.02.2012)
Published in IEEE transactions on biomedical engineering (01.02.2012)
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Journal Article
Machine learning can identify newly diagnosed patients with CLL at high risk of infection
Agius, Rudi, Brieghel, Christian, Andersen, Michael A., Pearson, Alexander T., Ledergerber, Bruno, Cozzi-Lepri, Alessandro, Louzoun, Yoram, Andersen, Christen L., Bergstedt, Jacob, von Stemann, Jakob H., Jørgensen, Mette, Tang, Man-Hung Eric, Fontes, Magnus, Bahlo, Jasmin, Herling, Carmen D., Hallek, Michael, Lundgren, Jens, MacPherson, Cameron Ross, Larsen, Jan, Niemann, Carsten U.
Published in Nature communications (17.01.2020)
Published in Nature communications (17.01.2020)
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Journal Article
A parametric gradient descent MRI intensity inhomogeneity correction algorithm
García-Sebastián, Maite, Fernández, Elsa, Graña, Manuel, Torrealdea, Francisco J.
Published in Pattern recognition letters (01.10.2007)
Published in Pattern recognition letters (01.10.2007)
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Journal Article
Plasma steroid metabolome profiling for the diagnosis of adrenocortical carcinoma
Schweitzer, Sophie, Kunz, Meik, Kurlbaum, Max, Vey, Johannes, Kendl, Sabine, Deutschbein, Timo, Hahner, Stefanie, Fassnacht, Martin, Dandekar, Thomas, Kroiss, Matthias
Published in European journal of endocrinology (01.02.2019)
Published in European journal of endocrinology (01.02.2019)
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Journal Article
DNA methylation-based classification of sinonasal tumors
Jurmeister, Philipp, Glöß, Stefanie, Roller, Renée, Leitheiser, Maximilian, Schmid, Simone, Mochmann, Liliana H., Payá Capilla, Emma, Fritz, Rebecca, Dittmayer, Carsten, Friedrich, Corinna, Thieme, Anne, Keyl, Philipp, Jarosch, Armin, Schallenberg, Simon, Bläker, Hendrik, Hoffmann, Inga, Vollbrecht, Claudia, Lehmann, Annika, Hummel, Michael, Heim, Daniel, Haji, Mohamed, Harter, Patrick, Englert, Benjamin, Frank, Stephan, Hench, Jürgen, Paulus, Werner, Hasselblatt, Martin, Hartmann, Wolfgang, Dohmen, Hildegard, Keber, Ursula, Jank, Paul, Denkert, Carsten, Stadelmann, Christine, Bremmer, Felix, Richter, Annika, Wefers, Annika, Ribbat-Idel, Julika, Perner, Sven, Idel, Christian, Chiariotti, Lorenzo, Della Monica, Rosa, Marinelli, Alfredo, Schüller, Ulrich, Bockmayr, Michael, Liu, Jacklyn, Lund, Valerie J., Forster, Martin, Lechner, Matt, Lorenzo-Guerra, Sara L., Hermsen, Mario, Johann, Pascal D., Agaimy, Abbas, Seegerer, Philipp, Koch, Arend, Heppner, Frank, Pfister, Stefan M., Jones, David T. W., Sill, Martin, von Deimling, Andreas, Snuderl, Matija, Müller, Klaus-Robert, Forgó, Erna, Howitt, Brooke E., Mertins, Philipp, Klauschen, Frederick, Capper, David
Published in Nature communications (28.11.2022)
Published in Nature communications (28.11.2022)
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Journal Article