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A Deep Learning Based Data Fusion Method for Degradation Modeling and Prognostics
Wang, Feng, Du, Juan, Zhao, Yang, Tang, Tao, Shi, Jianjun
Published in IEEE transactions on reliability (01.06.2021)
Published in IEEE transactions on reliability (01.06.2021)
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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
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
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
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
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
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
AI-based tumor-stroma ratio quantification algorithm: comprehensive evaluation of prognostic role in primary colorectal cancer
Carvalho, Rita, Zander, Thomas, Barroso, Vincenzo Mitchell, Bekisoglu, Ahmet, Zerbe, Norman, Klein, Sebastian, Büttner, Reinhard, Quaas, Alexander, Tolkach, Yuri
Published in Virchows Archiv : an international journal of pathology (01.10.2025)
Published in Virchows Archiv : an international journal of pathology (01.10.2025)
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Journal Article
Endometrial cancer diagnostic and prognostic algorithms based on proteomics, metabolomics, and clinical data: a systematic review
Romano, Andrea, Rižner, Tea Lanišnik, Werner, Henrica Maria Johanna, Semczuk, Andrzej, Lowy, Camille, Schröder, Christoph, Griesbeck, Anne, Adamski, Jerzy, Fishman, Dmytro, Tokarz, Janina
Published in Frontiers in oncology (06.04.2023)
Published in Frontiers in oncology (06.04.2023)
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Journal Article
Uncovering the prognostic gene signatures for the improvement of risk stratification in cancers by using deep learning algorithm coupled with wavelet transform
Zhao, Yiru, Zhou, Yifan, Liu, Yuan, Hao, Yinyi, Li, Menglong, Pu, Xuemei, Li, Chuan, Wen, Zhining
Published in BMC bioinformatics (19.05.2020)
Published in BMC bioinformatics (19.05.2020)
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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