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Fusing physics-based and deep learning models for prognostics
Arias Chao, Manuel, Kulkarni, Chetan, Goebel, Kai, Fink, Olga
Published in Reliability engineering & system safety (01.01.2022)
Published in Reliability engineering & system safety (01.01.2022)
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Journal Article
Deep learning algorithm reveals two prognostic subtypes in patients with gliomas
Tian, Jing, Zhu, Mingzhen, Ren, Zijing, Zhao, Qiang, Wang, Puqing, He, Colin K., Zhang, Min, Peng, Xiaochun, Wu, Beilei, Feng, Rujia, Fu, Minglong
Published in BMC bioinformatics (11.10.2022)
Published in BMC bioinformatics (11.10.2022)
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Journal Article
Not just “big” data: Importance of sample size, measurement error, and uninformative predictors for developing prognostic models for digital interventions
McNamara, Mary E., Zisser, Mackenzie, Beevers, Christopher G., Shumake, Jason
Published in Behaviour research and therapy (01.06.2022)
Published in Behaviour research and therapy (01.06.2022)
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Journal Article
Integration of machine learning for developing a prognostic signature related to programmed cell death in colorectal cancer
Xu, Qi‐Tong, Qiang, Jian‐Kun, Huang, Zhi‐Ye, Jiang, Wan‐Ju, Cui, Xi‐Mao, Hu, Ren‐Hao, Wang, Tao, Yi, Xiang‐Lan, Li, Jia‐Yuan, Yu, Zuoren, Zhang, Shun, Du, Tao, Liu, Jinhui, Jiang, Xiao‐Hua
Published in Environmental toxicology (01.05.2024)
Published in Environmental toxicology (01.05.2024)
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Journal Article
Transfer learning algorithms for bearing remaining useful life prediction: A comprehensive review from an industrial application perspective
Chen, Jiaxian, Huang, Ruyi, Chen, Zhuyun, Mao, Wentao, Li, Weihua
Published in Mechanical systems and signal processing (15.06.2023)
Published in Mechanical systems and signal processing (15.06.2023)
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Journal Article
Machine learning algorithm-generated and multi-center validated melanoma prognostic signature with inspiration for treatment management
Liu, Zaoqu, Xu, Hui, Weng, Siyuan, Guo, Chunguang, Dang, Qin, Zhang, Yuyuan, Ren, Yuqing, Liu, Long, Wang, Libo, Ge, Xiaoyong, Xing, Zhe, Zhang, Jian, Luo, Peng, Han, Xinwei
Published in Cancer Immunology Immunotherapy (01.03.2023)
Published in Cancer Immunology Immunotherapy (01.03.2023)
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Journal Article
Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis
Sufriyana, Herdiantri, Husnayain, Atina, Chen, Ya-Lin, Kuo, Chao-Yang, Singh, Onkar, Yeh, Tso-Yang, Wu, Yu-Wei, Su, Emily Chia-Yu
Published in JMIR medical informatics (17.11.2020)
Published in JMIR medical informatics (17.11.2020)
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Journal Article
Machine Learning‐Based Prognostic Models for Mortality in Patients Receiving Implantable Cardioverter Defibrillators
Pan, Lei, Liu, Xi, Zhu, Li, Yu, Ziqing, Wang, Jingfeng, Li, Xiao, Zhang, Weiwei, Li, Ruogu, Wang, Zhongkai, Lu, Hongyang, Yang, Shengwen, Li, Peizhao, Su, Yangang, Hua, Wei, Liang, Yixiu
Published in Pacing and clinical electrophysiology (01.08.2025)
Published in Pacing and clinical electrophysiology (01.08.2025)
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Journal Article
AB1123 MACHINE LEARNING MODELS FOR ANALYZING THE PROGNOSTIC FACTORS OF SLE PATIENTS WITH EBV INFECTION
Tu, J., Fang, M., Huang, M., Zhou, T., Gui, J., Sun, L.
Published in Annals of the rheumatic diseases (01.06.2024)
Published in Annals of the rheumatic diseases (01.06.2024)
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Journal Article
Exploration of the molecular characteristics of the tumor–immune interaction and the development of an individualized immune prognostic signature for neuroblastoma
Jin, Wenyi, Zhang, Yubiao, Liu, Zilin, Che, Zhifei, Gao, Mingyong, Peng, Hao
Published in Journal of cellular physiology (01.01.2021)
Published in Journal of cellular physiology (01.01.2021)
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Journal Article
Expanding interpretability through complexity reduction in machine learning‐based modelling of cardiovascular disease: A myocardial perfusion imaging PET/CT prognostic study
Lehtonen, Eero, Teuho, Jarmo, Vatandoust, Monire, Knuuti, Juhani, Knol, Remco J. J., Zant, Friso M., Juárez‐Orozco, Luis Eduardo, Klén, Riku
Published in European journal of clinical investigation (01.04.2025)
Published in European journal of clinical investigation (01.04.2025)
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Journal Article
Multi-Omic Admission-Based Prognostic Biomarkers Identified by Machine Learning Algorithms Predict Patient Recovery and 30-Day Survival in Trauma Patients
Abdelhamid, Sultan S., Scioscia, Jacob, Vodovotz, Yoram, Wu, Junru, Rosengart, Anna, Sung, Eunseo, Rahman, Syed, Voinchet, Robert, Bonaroti, Jillian, Li, Shimena, Darby, Jennifer L., Kar, Upendra K., Neal, Matthew D., Sperry, Jason, Das, Jishnu, Billiar, Timothy R.
Published in Metabolites (23.08.2022)
Published in Metabolites (23.08.2022)
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Journal Article
Proteomic Profiling of Hepatocellular Adenomas Paves the Way to Diagnostic and Prognostic Approaches
Dourthe, Cyril, Julien, Céline, Di Tommaso, Sylvaine, Dupuy, Jean‐William, Dugot‐Senant, Nathalie, Brochard, Alexandre, Le Bail, Brigitte, Blanc, Jean‐Frédéric, Chiche, Laurence, Balabaud, Charles, Bioulac‐Sage, Paulette, Saltel, Frédéric, Raymond, Anne‐Aurélie
Published in Hepatology (Baltimore, Md.) (01.09.2021)
Published in Hepatology (Baltimore, Md.) (01.09.2021)
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Journal Article
Chaperonin containing TCP1 subunit 5 as a novel pan-cancer prognostic biomarker for tumor stemness and immunotherapy response: insights from multi-omics data, integrated machine learning, and experimental validation
Li, Jiajun, Xu, Nuo, Hu, Leyin, Xu, Jiayue, Huang, Yifan, Wang, Deqi, Chen, Feng, Wang, Yi, Jiang, Jiani, Hong, Yanggang, Ye, Huajun
Published in Cancer Immunology Immunotherapy (27.05.2025)
Published in Cancer Immunology Immunotherapy (27.05.2025)
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Journal Article