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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
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
Automatic quantification of tumor-stroma ratio as a prognostic marker for pancreatic cancer
Vendittelli, Pierpaolo, Bokhorst, John-Melle, Smeets, Esther M. M., Kryklyva, Valentyna, Brosens, Lodewijk A. A., Verbeke, Caroline, Litjens, Geert
Published in PloS one (21.05.2024)
Published in PloS one (21.05.2024)
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Journal Article
Bioinformatics-guided construction of a tumor microenvironment-derived prognostic model in acute myeloid leukemia
Navidinia, Amir Abbas, Khayami, Reza, Gholami, Alireza, Fathi, Mahnaz, Keshavarz, Ali, Karami, Najibe, Alipanah, Hirad, Ahmadi, Ali, Rostami, Shahrbano, Chahardouli, Bahram
Published in PloS one (03.07.2025)
Published in PloS one (03.07.2025)
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Journal Article
A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks
Bamorovat, Mehdi, Sharifi, Iraj, Rashedi, Esmat, Shafiian, Alireza, Sharifi, Fatemeh, Khosravi, Ahmad, Tahmouresi, Amirhossein
Published in PloS one (05.05.2021)
Published in PloS one (05.05.2021)
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Journal Article
Nuclear pleomorphism in canine cutaneous mast cell tumors: Comparison of reproducibility and prognostic relevance between estimates, manual morphometry, and algorithmic morphometry
Haghofer, Andreas, Parlak, Eda, Bartel, Alexander, Donovan, Taryn A., Assenmacher, Charles-Antoine, Bolfa, Pompei, Dark, Michael J., Fuchs-Baumgartinger, Andrea, Klang, Andrea, Jäger, Kathrin, Klopfleisch, Robert, Merz, Sophie, Richter, Barbara, Schulman, F. Yvonne, Janout, Hannah, Ganz, Jonathan, Scharinger, Josef, Aubreville, Marc, Winkler, Stephan M., Kiupel, Matti, Bertram, Christof A.
Published in Veterinary pathology (01.03.2025)
Published in Veterinary pathology (01.03.2025)
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Journal Article
Computationally Derived Image Signature of Stromal Morphology Is Prognostic of Prostate Cancer Recurrence Following Prostatectomy in African American Patients
Bhargava, Hersh K., Leo, Patrick, Elliott, Robin, Janowczyk, Andrew, Whitney, Jon, Gupta, Sanjay, Fu, Pingfu, Yamoah, Kosj, Khani, Francesca, Robinson, Brian D., Rebbeck, Timothy R., Feldman, Michael, Lal, Priti, Madabhushi, Anant
Published in Clinical cancer research (15.04.2020)
Published in Clinical cancer research (15.04.2020)
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Journal Article
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer
Halkola, Anni S., Joki, Kaisa, Mirtti, Tuomas, Mäkelä, Marko M., Aittokallio, Tero, Laajala, Teemu D.
Published in PLoS computational biology (01.03.2023)
Published in PLoS computational biology (01.03.2023)
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Journal Article
Comprehensive analysis of an immune infiltrate-related competitive endogenous RNA network reveals potential prognostic biomarkers for non-small cell lung cancer
Yang, Cai-Zhi, Hu, Lei-Hao, Huang, Zhong-Yu, Deng, Li, Guo, Wei, Liu, Shan, Xiao, Xi, Yang, Hong-Xing, Lin, Jie-Tao, Sun, Ling-Ling, Lin, Li-Zhu
Published in PloS one (02.12.2021)
Published in PloS one (02.12.2021)
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Journal Article
Neural Networks Based Feature Selection Approaches for Prognostics of Aircraft Engines
Khumprom, Phattara, Yodo, Nita, Grewell, David
Published in Proceedings. Annual Reliability and Maintainability Symposium (01.01.2020)
Published in Proceedings. Annual Reliability and Maintainability Symposium (01.01.2020)
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Conference Proceeding
Analytics of Heterogeneous Breast Cancer Data Using Neuroevolution
Abdikenov, Beibit, Iklassov, Zangir, Sharipov, Askhat, Hussain, Shahid, Jamwal, Prashant K.
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
The prognostic role of an optimal machine learning model based on clinical available indicators in HCC patients
Lou, Xiaoying, Ma, Shaohui, Ma, Mingyuan, Wu, Yue, Xuan, Chengmei, Sun, Yan, Liang, Yue, Wang, Zongdan, Gao, Hongjun
Published in Frontiers in medicine (17.07.2024)
Published in Frontiers in medicine (17.07.2024)
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Journal Article
Radiomics of the Paranasal Sinuses: A Systematic Review of Computer-Assisted Techniques to Assess Computed Tomography Radiological Data
Darbari Kaul, Rhea, Sacks, Peta-Lee, Thiel, Cedric, Rimmer, Janet, Kalish, Larry, Campbell, Raewyn Gay, Sacks, Raymond, Di Ieva, Antonio, Harvey, Richard John
Published in American journal of rhinology & allergy (01.03.2025)
Published in American journal of rhinology & allergy (01.03.2025)
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Journal Article