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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
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
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
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
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
A Practical Guide to Whole Slide Imaging: A White Paper From the Digital Pathology Association
Zarella, Mark D., Bowman, Douglas, Aeffner, Famke, Farahani, Navid, Xthona, Albert, Absar, Syeda Fatima, Parwani, Anil, Bui, Marilyn, Hartman, Douglas J.
Published in Archives of pathology & laboratory medicine (1976) (01.02.2019)
Published in Archives of pathology & laboratory medicine (1976) (01.02.2019)
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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
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
Machine Learning for Dynamic Prognostication of Patients With Hepatocellular Carcinoma Using Time-Series Data: Survival Path Versus Dynamic-DeepHit HCC Model
Shen, Lujun, Jiang, Yiquan, Zhang, Tao, Cao, Fei, Ke, Liangru, Li, Chen, Nuerhashi, Gulijiayina, Li, Wang, Wu, Peihong, Li, Chaofeng, Zeng, Qi, Fan, Weijun
Published in Cancer informatics (01.01.2024)
Published in Cancer informatics (01.01.2024)
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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
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
Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs
Cheng, Chi-Tung, Ho, Tsung-Ying, Lee, Tao-Yi, Chang, Chih-Chen, Chou, Ching-Cheng, Chen, Chih-Chi, Chung, I-Fang, Liao, Chien-Hung
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Deep learning in cancer diagnosis, prognosis and treatment selection
Tran, Khoa A., Kondrashova, Olga, Bradley, Andrew, Williams, Elizabeth D., Pearson, John V., Waddell, Nicola
Published in Genome medicine (27.09.2021)
Published in Genome medicine (27.09.2021)
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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