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Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Integrated analysis of WGCNA and machine learning identified diagnostic biomarkers in trauma-induced coagulopathy
Chen, Qingsong, Li, Tao, Zhang, Tao, Zhou, Yue, Huang, Weifeng, Li, Hui, Shi, Li, Li, Jianxiao, Zhang, Qi, Ma, Man, Wang, Pan, Hu, Hui, Wei, Gongbin, Xiang, Jiangxia, Cheng, Yuan, Yang, Jun, Huang, Guangbin, Li, Yongming, Du, Dingyuan
Published in Scientific reports (08.07.2025)
Published in Scientific reports (08.07.2025)
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Journal Article
Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease
Gao, Chao, Sun, Hanbo, Wang, Tuo, Tang, Ming, Bohnen, Nicolaas I., Müller, Martijn L. T. M., Herman, Talia, Giladi, Nir, Kalinin, Alexandr, Spino, Cathie, Dauer, William, Hausdorff, Jeffrey M., Dinov, Ivo D.
Published in Scientific reports (08.05.2018)
Published in Scientific reports (08.05.2018)
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Journal Article
Salivary Molecular Spectroscopy with Machine Learning Algorithms for a Diagnostic Triage for Amelogenesis Imperfecta
Avelar, Felipe Morando, Lanza, Célia Regina Moreira, Bernardino, Sttephany Silva, Garcia-Junior, Marcelo Augusto, Martins, Mario Machado, Carneiro, Murillo Guimarães, de Azevedo, Vasco Ariston Carvalho, Sabino-Silva, Robinson
Published in International journal of molecular sciences (01.09.2024)
Published in International journal of molecular sciences (01.09.2024)
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Journal Article
BAFopathies’ DNA methylation epi-signatures demonstrate diagnostic utility and functional continuum of Coffin–Siris and Nicolaides–Baraitser syndromes
Aref-Eshghi, Erfan, Bend, Eric G., Hood, Rebecca L., Schenkel, Laila C., Carere, Deanna Alexis, Chakrabarti, Rana, Nagamani, Sandesh C. S., Cheung, Sau Wai, Campeau, Philippe M., Prasad, Chitra, Siu, Victoria Mok, Brady, Lauren, Tarnopolsky, Mark A., Callen, David J., Innes, A. Micheil, White, Susan M., Meschino, Wendy S., Shuen, Andrew Y., Paré, Guillaume, Bulman, Dennis E., Ainsworth, Peter J., Lin, Hanxin, Rodenhiser, David I., Hennekam, Raoul C., Boycott, Kym M., Schwartz, Charles E., Sadikovic, Bekim
Published in Nature communications (20.11.2018)
Published in Nature communications (20.11.2018)
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Journal Article
Machine learning in diagnostic support in medical emergency departments
Brasen, Claus Lohman, Andersen, Eline Sandvig, Madsen, Jeppe Buur, Hastrup, Jens, Christensen, Henry, Andersen, Dorte Patuel, Lind, Pia Margrethe, Mogensen, Nina, Madsen, Poul Henning, Christensen, Anne Friesgaard, Madsen, Jonna Skov, Ejlersen, Ejler, Brandslund, Ivan
Published in Scientific reports (02.08.2024)
Published in Scientific reports (02.08.2024)
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Journal Article
Robust diagnostic classification via Q-learning
Ardulov, Victor, Martinez, Victor R., Somandepalli, Krishna, Zheng, Shuting, Salzman, Emma, Lord, Catherine, Bishop, Somer, Narayanan, Shrikanth
Published in Scientific reports (03.06.2021)
Published in Scientific reports (03.06.2021)
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Journal Article
Targeted metabolomic profiling as a tool for diagnostics of patients with non-small-cell lung cancer
Shestakova, Ksenia M., Moskaleva, Natalia E., Boldin, Andrey A., Rezvanov, Pavel M., Shestopalov, Alexandr V., Rumyantsev, Sergey A., Zlatnik, Elena Yu, Novikova, Inna A., Sagakyants, Alexander B., Timofeeva, Sofya V., Simonov, Yuriy, Baskhanova, Sabina N., Tobolkina, Elena, Rudaz, Serge, Appolonova, Svetlana A.
Published in Scientific reports (08.07.2023)
Published in Scientific reports (08.07.2023)
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Journal Article
Screening of osteoarthritis diagnostic markers based on immune-related genes and immune infiltration
Yuan, Wen-Hua, Xie, Qi-Qi, Wang, Ke-Ping, Shen, Wei, Feng, Xiao-Fei, Liu, Zheng, Shi, Jin-Tao, Zhang, Xiao-Bo, Zhang, Kai, Deng, Ya-Jun, Zhou, Hai-Yu
Published in Scientific reports (29.03.2021)
Published in Scientific reports (29.03.2021)
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Journal Article
The diagnostic potential of proteomics and machine learning in Lyme neuroborreliosis
Nielsen, Annelaura Bach, Fjordside, Lasse, Drici, Lylia, Ottenheijm, Maud Eline, Rasmussen, Christine, Henningsson, Anna J., Harritshøj, Lene Holm, Mann, Matthias, Mens, Helene, Lebech, Anne-Mette, Wewer Albrechtsen, Nicolai J.
Published in Nature communications (27.10.2025)
Published in Nature communications (27.10.2025)
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Journal Article
A Diagnostic Algorithm using Multi-parametric MRI to Differentiate Benign from Malignant Myometrial Tumors: Machine-Learning Method
Malek, Mahrooz, Tabibian, Elnaz, Rahimi Dehgolan, Milad, Rahmani, Maryam, Akhavan, Setareh, Sheikh Hasani, Shahrzad, Nili, Fatemeh, Hashemi, Hassan
Published in Scientific reports (04.05.2020)
Published in Scientific reports (04.05.2020)
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Journal Article
Identification of potential immune-related hub genes in Parkinson’s disease based on machine learning and development and validation of a diagnostic classification model
Xin, Guanghao, Niu, Jingyan, Tian, Qinghua, Fu, Yanchi, Chen, Lixia, Yi, Tingting, Tian, Kuo, Sun, Xuesong, Wang, Na, Wang, Jianjian, Zhang, Huixue, Wang, Lihua
Published in PloS one (05.12.2023)
Published in PloS one (05.12.2023)
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Journal Article
Comparative Analysis of Machine Learning Algorithms Used for Translating Aptamer-Antigen Binding Kinetic Profiles to Diagnostic Decisions
Sakib, Sadman, Bajaj, Kulmanak, Sen, Payel, Li, Wantong, Gu, Jimmy, Li, Yingfu, Soleymani, Leyla
Published in ACS sensors (28.02.2025)
Published in ACS sensors (28.02.2025)
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Journal Article