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Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction
Meraghni, Safa, Terrissa, Labib Sadek, Yue, Meiling, Ma, Jian, Jemei, Samir, Zerhouni, Noureddine
Published in International journal of hydrogen energy (06.01.2021)
Published in International journal of hydrogen energy (06.01.2021)
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Journal Article
Prognostic biomarkers of intracerebral hemorrhage identified using targeted proteomics and machine learning algorithms
Misra, Shubham, Kawamura, Yuki, Singh, Praveen, Sengupta, Shantanu, Nath, Manabesh, Rahman, Zuhaibur, Kumar, Pradeep, Kumar, Amit, Aggarwal, Praveen, Srivastava, Achal K., Pandit, Awadh K., Mohania, Dheeraj, Prasad, Kameshwar, Mishra, Nishant K., Vibha, Deepti
Published in PloS one (03.06.2024)
Published in PloS one (03.06.2024)
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Journal Article
Conception and implementation of a data-driven prognostics algorithm for safety–critical systems
Elattar, Hatem M., Elminir, Hamdy K., Riad, A. M.
Published in Soft computing (Berlin, Germany) (01.05.2019)
Published in Soft computing (Berlin, Germany) (01.05.2019)
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Journal Article
Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers
Suresh, A., Udendhran, R., Balamurgan, M.
Published in Soft computing (Berlin, Germany) (01.06.2020)
Published in Soft computing (Berlin, Germany) (01.06.2020)
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Journal Article
Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data
De Silva, Kushan, Mathews, Noel, Teede, Helena, Forbes, Andrew, Jönsson, Daniel, Demmer, Ryan T., Enticott, Joanne
Published in Computers in biology and medicine (01.05.2021)
Published in Computers in biology and medicine (01.05.2021)
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Journal Article
Machinery Probabilistic Few-Shot Prognostics Considering Prediction Uncertainty
Ding, Peng, Jia, Minping, Ding, Yifei, Cao, Yudong, Zhuang, Jichao, Zhao, Xiaoli
Published in IEEE/ASME transactions on mechatronics (01.02.2024)
Published in IEEE/ASME transactions on mechatronics (01.02.2024)
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Journal Article
Machine learning-based evaluation of prognostic factors for mortality and relapse in patients with acute lymphoblastic leukemia: a comparative simulation study
Mehrbakhsh, Zahra, Hassanzadeh, Roghayyeh, Behnampour, Nasser, Tapak, Leili, Zarrin, Ziba, Khazaei, Salman, Dinu, Irina
Published in BMC medical informatics and decision making (16.09.2024)
Published in BMC medical informatics and decision making (16.09.2024)
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Journal Article
Prognostics 101: A tutorial for particle filter-based prognostics algorithm using Matlab
An, Dawn, Choi, Joo-Ho, Kim, Nam Ho
Published in Reliability engineering & system safety (01.07.2013)
Published in Reliability engineering & system safety (01.07.2013)
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Journal Article
Particle filter-based model fusion for prognostics
García, Claudia Maria, Zou, Yanni, Yang, Chunsheng
Published in Current Approaches in Applied Artificial Intelligence (01.01.2015)
Published in Current Approaches in Applied Artificial Intelligence (01.01.2015)
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Book Chapter
Machine learning-based in-silico analysis identifies signatures of lysyl oxidases for prognostic and therapeutic response prediction in cancer
Xu, Qingyu, Ma, Ling, Streuer, Alexander, Altrock, Eva, Schmitt, Nanni, Rapp, Felicitas, Klär, Alessa, Nowak, Verena, Obländer, Julia, Weimer, Nadine, Palme, Iris, Göl, Melda, Zhu, Hong-hu, Hofmann, Wolf-Karsten, Nowak, Daniel, Riabov, Vladimir
Published in Cell communication and signaling (05.04.2025)
Published in Cell communication and signaling (05.04.2025)
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Journal Article