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Identification of circadian rhythm-related biomarkers and development of diagnostic models for Crohn’s disease using machine learning algorithms
Zhao, Zhijing, Chen, Xia, Xiang, Qian, Liu, Liu, Li, Xiaohua, Qiu, Boyun
Published in Computer methods in biomechanics and biomedical engineering (21.01.2025)
Published in Computer methods in biomechanics and biomedical engineering (21.01.2025)
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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
Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
Zhu, Ya xi, Huang, Jia qiang, Ming, Yu yang, Zhuang, Zhao, Xia, Hong
Published in PloS one (29.10.2021)
Published in PloS one (29.10.2021)
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Journal Article
A retrospective study differentiating nontuberculous mycobacterial pulmonary disease from pulmonary tuberculosis on computed tomography using radiomics and machine learning algorithms
Zhou, Lihong, Wang, Yiwen, Zhu, Wenchao, Zhao, Yafang, Yu, Yihang, Hu, Qin, Yu, Wenke
Published in Annals of medicine (Helsinki) (01.12.2024)
Published in Annals of medicine (Helsinki) (01.12.2024)
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Journal Article
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms
García-Gutierrez, Fernando, Díaz-Álvarez, Josefa, Matias-Guiu, Jordi A., Pytel, Vanesa, Matías-Guiu, Jorge, Cabrera-Martín, María Nieves, Ayala, José L.
Published in Medical & biological engineering & computing (01.09.2022)
Published in Medical & biological engineering & computing (01.09.2022)
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Journal Article
CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research
Wozniak, Justin M., Jain, Rajeev, Balaprakash, Prasanna, Ozik, Jonathan, Collier, Nicholson T., Bauer, John, Xia, Fangfang, Brettin, Thomas, Stevens, Rick, Mohd-Yusof, Jamaludin, Cardona, Cristina Garcia, Essen, Brian Van, Baughman, Matthew
Published in BMC bioinformatics (21.12.2018)
Published in BMC bioinformatics (21.12.2018)
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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
MSIFinder: a python package for detecting MSI status using random forest classifier
Zhou, Tao, Chen, Libin, Guo, Jing, Zhang, Mengmeng, Zhang, Yanrui, Cao, Shanbo, Lou, Feng, Wang, Haijun
Published in BMC bioinformatics (12.04.2021)
Published in BMC bioinformatics (12.04.2021)
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Journal Article
Biomarkers prediction and immune landscape in ulcerative colitis: Findings based on bioinformatics and machine learning
Yang, Yuanming, Hua, Yiwei, Zheng, Huan, Jia, Rui, Ye, Zhining, Su, Guifang, Gu, Yueming, Zhan, Kai, Tang, Kairui, Qi, Shuhao, Wu, Haomeng, Qin, Shumin, Huang, Shaogang
Published in Computers in biology and medicine (01.01.2024)
Published in Computers in biology and medicine (01.01.2024)
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Journal Article
In silico prediction of biological activity of volatile metabolite using deep learning algorithm
Abdullah, Azian Azamimi, Amrahuddin, Nur Najwa, Kanaya, Shigehiko
Published in AIP conference proceedings (21.02.2023)
Published in AIP conference proceedings (21.02.2023)
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Journal Article
Conference Proceeding
Differential diagnosis of systemic lupus erythematosus and Sjögren's syndrome using machine learning and multi-omics data
Martorell-Marugán, Jordi, Chierici, Marco, Jurman, Giuseppe, Alarcón-Riquelme, Marta E., Carmona-Sáez, Pedro
Published in Computers in biology and medicine (01.01.2023)
Published in Computers in biology and medicine (01.01.2023)
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Journal Article
Machine learning-based microarray analyses indicate low-expression genes might collectively influence PAH disease
Cui, Song, Wu, Qiang, West, James, Bai, Jiangping
Published in PLoS computational biology (01.08.2019)
Published in PLoS computational biology (01.08.2019)
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Journal Article
Detection of antibodies in suspected autoimmune encephalitis diseases using machine learning
Musigmann, Manfred, Spiekers, Christine, Stake, Jacob, Akkurt, Burak Han, Mora, Nabila Gala Nacul, Sartoretti, Thomas, Heindel, Walter, Mannil, Manoj
Published in Scientific reports (31.03.2025)
Published in Scientific reports (31.03.2025)
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Journal Article