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Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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Journal Article
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
Multi-Label Nonlinear Matrix Completion With Transductive Multi-Task Feature Selection for Joint MGMT and IDH1 Status Prediction of Patient With High-Grade Gliomas
Chen, Lei, Zhang, Han, Lu, Junfeng, Thung, Kimhan, Aibaidula, Abudumijiti, Liu, Luyan, Chen, Songcan, Jin, Lei, Wu, Jinsong, Wang, Qian, Zhou, Liangfu, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.08.2018)
Published in IEEE transactions on medical imaging (01.08.2018)
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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
Deep learning for cardiovascular medicine: a practical primer
Krittanawong, Chayakrit, Johnson, Kipp W, Rosenson, Robert S, Wang, Zhen, Aydar, Mehmet, Baber, Usman, Min, James K, Tang, W H Wilson, Halperin, Jonathan L, Narayan, Sanjiv M
Published in European heart journal (01.07.2019)
Published in European heart journal (01.07.2019)
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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
A distributed multitask multimodal approach for the prediction of Alzheimer’s disease in a longitudinal study
Tabarestani, Solale, Aghili, Maryamossadat, Eslami, Mohammad, Cabrerizo, Mercedes, Barreto, Armando, Rishe, Naphtali, Curiel, Rosie E., Loewenstein, David, Duara, Ranjan, Adjouadi, Malek
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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Journal Article
Multi-scale machine learning model predicts muscle and functional disease progression
Blemker, Silvia S., Riem, Lara, DuCharme, Olivia, Pinette, Megan, Costanzo, Kathryn Eve, Weatherley, Emma, Statland, Jeff, Tapscott, Stephen J., Wang, Leo H., Shaw, Dennis W. W., Song, Xing, Leung, Doris, Friedman, Seth D.
Published in Scientific reports (16.07.2025)
Published in Scientific reports (16.07.2025)
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Journal Article