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Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems
Owusu-Adjei, Michael, Ben Hayfron-Acquah, James, Frimpong, Twum, Abdul-Salaam, Gaddafi
Published in PLOS digital health (01.11.2023)
Published in PLOS digital health (01.11.2023)
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Journal Article
Immunoglobulin sub-class distribution in bipolar disorder and schizophrenia: potential relationship with latent Toxoplasma Gondii infection
Hamdani, Nora, Bengoufa, Djaouida, Godin, Ophélia, Doukhan, Raphaël, Le Guen, Emmanuel, Daban-Huard, Claire, Bennabi, Meriem, Delavest, Marine, Lépine, Jean-Pierre, Boukouaci, Wahid, Laouamri, Hakim, Houenou, Josselin, Jamain, Stéphane, Richard, Jean-Romain, Lecorvosier, Philippe, Yolken, Robert, Rajagopal, Krishnamoorthy, Leboyer, Marion, Tamouza, Ryad
Published in BMC psychiatry (27.07.2018)
Published in BMC psychiatry (27.07.2018)
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Journal Article
A Study of Extraction Methods for Incident Subject Terms Based on Left-Right Branch and Between-Class Distribution Entropies
Li, Hui, Liu, Yanjun, Jin, Xiaohong, Dong, Xiaoqing
Published in SKG 2017 : proceedings, 2017 13th International Conference on Semantics, Knowledge and Grids : 14-15 August, 2017, Beijing, China (01.08.2017)
Published in SKG 2017 : proceedings, 2017 13th International Conference on Semantics, Knowledge and Grids : 14-15 August, 2017, Beijing, China (01.08.2017)
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Conference Proceeding
Binary categorization of DNA data with unbalanced class distribution for prediction of hepatocellular carcinoma
Sruthi, V., Kesh, Naren T., Priyanka, R., Jacob, Shomona Gracia
Published in 2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT) (01.10.2015)
Published in 2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT) (01.10.2015)
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Conference Proceeding
Importance of subject-dependent classification and imbalanced distributions in driver sleepiness detection in realistic conditions
Silveira, Cláudia Sofia, Cardoso, Jaime S, Lourenço, André L, Ahlström, Christer
Published in IET intelligent transport systems (01.02.2019)
Published in IET intelligent transport systems (01.02.2019)
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Journal Article
Distance-weighted Sinkhorn loss for Alzheimer’s disease classification
Wang, Zexuan, Zhan, Qipeng, Tong, Boning, Yang, Shu, Hou, Bojian, Huang, Heng, Saykin, Andrew J., Thompson, Paul M., Davatzikos, Christos, Shen, Li
Published in iScience (15.03.2024)
Published in iScience (15.03.2024)
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Journal Article
Mild cognitive impairment prediction and cognitive score regression in the elderly using EEG topological data analysis and machine learning with awareness assessed in affective reminiscent paradigm
Rutkowski, Tomasz M., Komendziński, Tomasz, Otake-Matsuura, Mihoko
Published in Frontiers in aging neuroscience (04.01.2024)
Published in Frontiers in aging neuroscience (04.01.2024)
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Journal Article
Factors predisposing to humoral autoimmunity against brain-antigens in health and disease: Analysis of 49 autoantibodies in over 7000 subjects
Ehrenreich, Hannelore, Gastaldi, Vinicius Daguano, Wilke, Justus BH
Published in Journal of affective disorders reports (01.04.2023)
Published in Journal of affective disorders reports (01.04.2023)
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Journal Article
Seroprevalence of autoantibodies against brain antigens in health and disease
Dahm, Liane, Ott, Christoph, Steiner, Johann, Stepniak, Beata, Teegen, Bianca, Saschenbrecker, Sandra, Hammer, Christian, Borowski, Kathrin, Begemann, Martin, Lemke, Sandra, Rentzsch, Kristin, Probst, Christian, Martens, Henrik, Wienands, Jürgen, Spalletta, Gianfranco, Weissenborn, Karin, Stöcker, Winfried, Ehrenreich, Hannelore
Published in Annals of neurology (01.07.2014)
Published in Annals of neurology (01.07.2014)
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Journal Article
An Interpretable Deep Embedding Model for Few and Imbalanced Biomedical Data
Wang, Haishuai, Yang, Jianjun, Tao, Guangyu, Ma, Jiali, Chi, Lianhua, Wu, Jun, Zhao, Ziping
Published in IEEE journal of biomedical and health informatics (21.11.2022)
Published in IEEE journal of biomedical and health informatics (21.11.2022)
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Journal Article