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Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation
Lei, Dajiang, Zhang, Tao, Wu, Yue, Li, Weisheng, Li, Xinwei
Published in Medical & biological engineering & computing (01.11.2023)
Published in Medical & biological engineering & computing (01.11.2023)
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Journal Article
Optimizing prognostic factors of five-year survival in gastric cancer patients using feature selection techniques with machine learning algorithms: a comparative study
Afrash, Mohammad Reza, Mirbagheri, Esmat, Mashoufi, Mehrnaz, Kazemi-Arpanahi, Hadi
Published in BMC medical informatics and decision making (06.04.2023)
Published in BMC medical informatics and decision making (06.04.2023)
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Journal Article
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Tian, Yuan, Liang, Yongquan, Chen, Yufeng, Bian, Hongyang
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
Circulating miRNA’s biomarkers for early detection of hepatocellular carcinoma in Egyptian patients based on machine learning algorithms
Sayed, Gehad Ismail, Solyman, Mona, El Gedawy, Gamalat, Moemen, Yasmine S., Aboul-Ella, Hassan, Hassanien, Aboul Ella
Published in Scientific reports (29.02.2024)
Published in Scientific reports (29.02.2024)
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Journal Article
Pathology Image Analysis Using Segmentation Deep Learning Algorithms
Wang, Shidan, Yang, Donghan M., Rong, Ruichen, Zhan, Xiaowei, Xiao, Guanghua
Published in The American journal of pathology (01.09.2019)
Published in The American journal of pathology (01.09.2019)
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Journal Article
Clinical use of a machine learning histopathological image signature in diagnosis and survival prediction of clear cell renal cell carcinoma
Chen, Siteng, Zhang, Ning, Jiang, Liren, Gao, Feng, Shao, Jialiang, Wang, Tao, Zhang, Encheng, Yu, Hong, Wang, Xiang, Zheng, Junhua
Published in International journal of cancer (01.02.2021)
Published in International journal of cancer (01.02.2021)
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Journal Article
Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
Syleouni, Maria‐Eleni, Karavasiloglou, Nena, Manduchi, Laura, Wanner, Miriam, Korol, Dimitri, Ortelli, Laura, Bordoni, Andrea, Rohrmann, Sabine
Published in International journal of cancer (01.09.2023)
Published in International journal of cancer (01.09.2023)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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Journal Article
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury
Gravesteijn, Benjamin Y., Lingsma, Hester F., Nelson, David, Steyerberg, Ewout W., Andreassen, Lasse, Anke, Audny, Audibert, Gérard, Barzó, Pál, Beauvais, Romuald, Bellander, Bo-Michael, Benali, Habib, Beretta, Luigi, Blaabjerg, Morten, Brazinova, Alexandra, Brooker, Joanne, Brorsson, Camilla, Bullinger, Monika, Lozano, Guillermo Carbayo, Chieregato, Arturo, Coburn, Mark, Dawes, Helen, Della Corte, Francesco, Đilvesi, Đula, Esser, Patrick, Martin Fabricius, Erzsébet Ezer, Feigin, Kelly Foks, Valery L., Gagliardo, Pablo, Gantner, Dashiell, Gao, Guoyi, Glocker, Ben, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Helbok, Raimund, Jacobs, Bram, Ji-yao Jiang, Mike Jarrett, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Laureys, Steven, Legrand, Valerie, Lightfoot, Roger, Lingsma, Hester, Castaño-León, Ana M., Manley, Geoffrey, Maréchal, Hugues, McMahon, Catherine, Menovsky, Tomas, Mulazzi, Davide, Nair, Nandesh, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Pirinen, Matti, Polinder, Suzanne, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Rosenlund, Christina, Rossaint, Rolf, Sakowitz, Oliver, Sandor, Janos, Schoechl, Herbert, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Stamatakis, Emmanuel, Stanworth, Simon, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Tibboel, Dick, Vajkoczy, Peter, Vallance, Shirley, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, Vespa, Paul M., Voormolen, Daphne, Wang, Kevin K.W., Wiegers, Eveline, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Younsi, Alexander, Zelinkova, Veronika
Published in Journal of clinical epidemiology (01.06.2020)
Published in Journal of clinical epidemiology (01.06.2020)
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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
Predicting complications of diabetes mellitus using advanced machine learning algorithms
Ljubic, Branimir, Hai, Ameen Abdel, Stanojevic, Marija, Diaz, Wilson, Polimac, Daniel, Pavlovski, Martin, Obradovic, Zoran
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
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Journal Article
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
Cancer genetics-guided discovery of serum biomarker signatures for diagnosis and prognosis of prostate cancer
Cima, Igor, Schiess, Ralph, Wild, Peter, Kaelin, Martin, Schüffler, Peter, Lange, Vinzenz, Picotti, Paola, Ossola, Reto, Templeton, Arnoud, Schubert, Olga, Fuchs, Thomas, Leippold, Thomas, Wyler, Stephen, Zehetner, Jens, Jochum, Wolfram, Buhmann, Joachim, Cerny, Thomas, Moch, Holger, Gillessen, Silke, Aebersold, Ruedi, Krek, Wilhelm
Published in Proceedings of the National Academy of Sciences - PNAS (22.02.2011)
Published in Proceedings of the National Academy of Sciences - PNAS (22.02.2011)
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Journal Article
Data-Driven Fracture Morphology Prognosis from High Pressured Modified Proppants Based on Stochastic-Adam-RMSprop Optimizers; tf.NNR Study
Wayo, Dennis Delali Kwesi, Irawan, Sonny, Satyanaga, Alfrendo, Kim, Jong
Published in Big data and cognitive computing (01.06.2023)
Published in Big data and cognitive computing (01.06.2023)
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Journal Article
Mining patterns of comorbidity evolution in patients with multiple chronic conditions using unsupervised multi-level temporal Bayesian network
Faruqui, Syed Hasib Akhter, Alaeddini, Adel, Jaramillo, Carlos A., Potter, Jennifer S., Pugh, Mary Jo
Published in PloS one (12.07.2018)
Published in PloS one (12.07.2018)
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Journal Article