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Survival prognostic factors in patients with acute myeloid leukemia using machine learning techniques
Karami, Keyvan, Akbari, Mahboubeh, Moradi, Mohammad-Taher, Soleymani, Bijan, Fallahi, Hossein
Published in PloS one (21.07.2021)
Published in PloS one (21.07.2021)
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Journal Article
Machine learning application for prediction of locoregional recurrences in early oral tongue cancer: a Web-based prognostic tool
Alabi, Rasheed Omobolaji, Elmusrati, Mohammed, Sawazaki-Calone, Iris, Kowalski, Luiz Paulo, Haglund, Caj, Coletta, Ricardo D., Mäkitie, Antti A., Salo, Tuula, Leivo, Ilmo, Almangush, Alhadi
Published in Virchows Archiv : an international journal of pathology (01.10.2019)
Published in Virchows Archiv : an international journal of pathology (01.10.2019)
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Journal Article
Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study
Lo-Ciganic, Wei-Hsuan, Huang, James L., Zhang, Hao H., Weiss, Jeremy C., Kwoh, C. Kent, Donohue, Julie M., Gordon, Adam J., Cochran, Gerald, Malone, Daniel C., Kuza, Courtney C., Gellad, Walid F.
Published in PloS one (17.07.2020)
Published in PloS one (17.07.2020)
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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
A refined therapeutic plan based on the machine-learning prognostic model of liver hepatocellular carcinoma
Sun, Xiangcheng, Guo, Peng, Wang, Ning, Shi, Yun, Li, Yan
Published in Computers in biology and medicine (01.02.2024)
Published in Computers in biology and medicine (01.02.2024)
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Journal Article
Robust prognostic prediction model developed with integrated biological markers for acute myocardial infarction
Nishi, Masahiro, Uchino, Eiichiro, Okuno, Yasushi, Matoba, Satoaki
Published in PloS one (03.11.2022)
Published in PloS one (03.11.2022)
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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
Prognostic value of texture analysis from cardiac magnetic resonance imaging in patients with Takotsubo syndrome: a machine learning based proof-of-principle approach
Mannil, Manoj, Kato, Ken, Manka, Robert, von Spiczak, Jochen, Peters, Benjamin, Cammann, Victoria L., Kaiser, Christoph, Osswald, Stefan, Nguyen, Thanh Ha, Horowitz, John D., Katus, Hugo A., Ruschitzka, Frank, Ghadri, Jelena R., Alkadhi, Hatem, Templin, Christian
Published in Scientific reports (25.11.2020)
Published in Scientific reports (25.11.2020)
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Journal Article
Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke
Hilbert, A., Ramos, L.A., van Os, H.J.A., Olabarriaga, S.D., Tolhuisen, M.L., Wermer, M.J.H., Barros, R.S., van der Schaaf, I., Dippel, D., Roos, Y.B.W.E.M., van Zwam, W.H., Yoo, A.J., Emmer, B.J., Lycklama à Nijeholt, G.J., Zwinderman, A.H., Strijkers, G.J., Majoie, C.B.L.M., Marquering, H.A.
Published in Computers in biology and medicine (01.12.2019)
Published in Computers in biology and medicine (01.12.2019)
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Journal Article
An interpretable machine learning prognostic system for risk stratification in oropharyngeal cancer
Alabi, Rasheed Omobolaji, Almangush, Alhadi, Elmusrati, Mohammed, Leivo, Ilmo, Mäkitie, Antti A.
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2022)
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Journal Article
Walking pathways with positive feedback loops reveal DNA methylation biomarkers of colorectal cancer
Kel, Alexander, Boyarskikh, Ulyana, Stegmaier, Philip, Leskov, Leonid S., Sokolov, Andrey V., Yevshin, Ivan, Mandrik, Nikita, Stelmashenko, Daria, Koschmann, Jeannette, Kel-Margoulis, Olga, Krull, Mathias, Martínez-Cardús, Anna, Moran, Sebastian, Esteller, Manel, Kolpakov, Fedor, Filipenko, Maxim, Wingender, Edgar
Published in BMC bioinformatics (18.04.2019)
Published in BMC bioinformatics (18.04.2019)
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Journal Article
Innovative Machine Learning Algorithms for AI-Driven Lung Cancer Diagnostics and Prognostics
AbdElminaam, Diaa Salama, Tarek, Jana, Maher, Hania, Jalaleldin, Rawan, Mahmoud, Bahig, Osama, Ahmed
Published in 2025 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (17.09.2025)
Published in 2025 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (17.09.2025)
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Conference Proceeding
Automated clear cell renal carcinoma grade classification with prognostic significance
Tian, Katherine, Rubadue, Christopher A., Lin, Douglas I., Veta, Mitko, Pyle, Michael E., Irshad, Humayun, Heng, Yujing J.
Published in PloS one (03.10.2019)
Published in PloS one (03.10.2019)
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Journal Article
Phenotypic Clustering of Left Ventricular Diastolic Function Parameters: Patterns and Prognostic Relevance
Lancaster, Megan Cummins, Salem Omar, Alaa Mabrouk, Narula, Sukrit, Kulkarni, Hemant, Narula, Jagat, Sengupta, Partho P
Published in JACC. Cardiovascular imaging (01.07.2019)
Published in JACC. Cardiovascular imaging (01.07.2019)
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Journal Article
Prognostic models for breast cancer: based on logistics regression and Hybrid Bayesian Network
Su, Fan, Chao, Jianqian, Liu, Pei, Zhang, Bowen, Zhang, Na, Luo, Zongyu, Han, Jiaying
Published in BMC medical informatics and decision making (13.07.2023)
Published in BMC medical informatics and decision making (13.07.2023)
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Journal Article
Application of Artificial Intelligence for Preoperative Diagnostic and Prognostic Prediction in Epithelial Ovarian Cancer Based on Blood Biomarkers
Kawakami, Eiryo, Tabata, Junya, Yanaihara, Nozomu, Ishikawa, Tetsuo, Koseki, Keita, Iida, Yasushi, Saito, Misato, Komazaki, Hiromi, Shapiro, Jason S., Goto, Chihiro, Akiyama, Yuka, Saito, Ryosuke, Saito, Motoaki, Takano, Hirokuni, Yamada, Kyosuke, Okamoto, Aikou
Published in Clinical cancer research (15.05.2019)
Published in Clinical cancer research (15.05.2019)
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Journal Article
A novel higher performance nomogram based on explainable machine learning for predicting mortality risk in stroke patients within 30 days based on clinical features on the first day ICU admission
Chen, Haoran, Yang, Fengchun, Duan, Yifan, Yang, Lin, Li, Jiao
Published in BMC medical informatics and decision making (07.06.2024)
Published in BMC medical informatics and decision making (07.06.2024)
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Journal Article
Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT
Dirks, Ine, Bossa, Matías Nicolás, Berenguer, Abel Díaz, Mukherjee, Tanmoy, Sahli, Hichem, Deligiannis, Nikos, Verelst, Emma, Ilsen, Bart, Eyndhoven, Simon Van, Seyler, Lucie, Witdouck, Arne, Darcis, Gilles, Guiot, Julien, Giannakis, Athanasios, Vandemeulebroucke, Jef
Published in BMC medical informatics and decision making (01.04.2025)
Published in BMC medical informatics and decision making (01.04.2025)
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Journal Article