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Modeling multiple‐criterion diagnoses by heterogeneous‐instance logistic regression
Yang, Chun‐Hao, Li, Ming‐Han, Wen, Shu‐Fang, Chang, Sheng‐Mao
Published in Statistics in medicine (30.10.2024)
Published in Statistics in medicine (30.10.2024)
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Journal Article
A Learning Method of Non-Differential SIC Fuzzy Inference Model Using Genetic Algorithm and Its Application to a Medical Diagnosis
Ohashi, Genki, Shimizu, Tomoki, Seki, Hirosato, Inuiguchi, Masahiro
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
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Conference Proceeding
Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Pathomorphological Diagnosis Process Modeling for Machine Learning Algorithms' Applying
Pankowska, Malgorzata, Zytniewski, Mariusz, Kozak, Mateusz, Tomaszek, Krzysztof, Spinczyk, Dominik
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
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Conference Proceeding
Journal Article
Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation
Lei, Dajiang, Zhang, Tao, Wu, Yue, Li, Weisheng, Li, Xinwei
Published in Medical & biological engineering & computing (01.11.2023)
Published in Medical & biological engineering & computing (01.11.2023)
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Journal Article
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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Journal Article
Statistical Methods in Data Science and Applications
Year of Publication 2024
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Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS
Domínguez-Rodríguez, Sara, Serna-Pascual, Miquel, Oletto, Andrea, Barnabas, Shaun, Zuidewind, Peter, Dobbels, Els, Danaviah, Siva, Behuhuma, Osee, Lain, Maria Grazia, Vaz, Paula, Fernández-Luis, Sheila, Nhampossa, Tacilta, Lopez-Varela, Elisa, Otwombe, Kennedy, Liberty, Afaaf, Violari, Avy, Maiga, Almoustapha Issiaka, Rossi, Paolo, Giaquinto, Carlo, Kuhn, Louise, Rojo, Pablo, Tagarro, Alfredo
Published in PloS one (14.10.2022)
Published in PloS one (14.10.2022)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Performance comparison of artificial neural networks learning algorithms and activation functions in predicting severity of autism
Chand, Yamini, Alam, Md. Afroz, Tejaswini, Y. R. S. N.
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
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Journal Article
Integrating landmark modeling framework and machine learning algorithms for dynamic prediction of tuberculosis treatment outcomes
Kheirandish, Maryam, Catanzaro, Donald, Crudu, Valeriu, Zhang, Shengfan
Published in Journal of the American Medical Informatics Association : JAMIA (13.04.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (13.04.2022)
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Journal Article
Predicting congenital syphilis cases: A performance evaluation of different machine learning models
Teixeira, Igor Vitor, da Silva Leite, Morgana Thalita, de Morais Melo, Flávio Leandro, da Silva Rocha, Élisson, Sadok, Sara, Pessoa da Costa Carrarine, Ana Sofia, Santana, Marília, Pinheiro Rodrigues, Cristina, de Lima Oliveira, Ana Maria, Vieira Gadelha, Keduly, de Morais, Cleber Matos, Kelner, Judith, Endo, Patricia Takako
Published in PloS one (02.06.2023)
Published in PloS one (02.06.2023)
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Journal Article