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Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
Liao, Serena G, Lin, Yan, Kang, Dongwan D, Chandra, Divay, Bon, Jessica, Kaminski, Naftali, Sciurba, Frank C, Tseng, George C
Published in BMC bioinformatics (05.11.2014)
Published in BMC bioinformatics (05.11.2014)
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Journal Article
Machine Learning for Missing Value Imputation
Ahmad, Abu Fuad, Alshammari, Khaznah, Ahmed, Istiaque, Sayed, MD Shohel
Year of Publication 10.10.2024
Year of Publication 10.10.2024
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Journal Article
One-sample missing DNA-methylation value imputation
Kemda Ngueda, Christelle, Palm, Julia, Remo, Flavia, Scherag, André, Leistritz, Lutz
Published in BMC bioinformatics (31.05.2025)
Published in BMC bioinformatics (31.05.2025)
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Journal Article
Deep learning model for individualized trajectory prediction of clinical outcomes in mild cognitive impairment
Jung, Wonsik, Kim, Si Eun, Kim, Jun Pyo, Jang, Hyemin, Park, Chae Jung, Kim, Hee Jin, Seo, Sang Won, Suk, Heung-Il
Published in Frontiers in aging neuroscience (15.05.2024)
Published in Frontiers in aging neuroscience (15.05.2024)
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Journal Article
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome
Hassler, Andreas Philipp, Menasalvas, Ernestina, García-García, Francisco José, Rodríguez-Mañas, Leocadio, Holzinger, Andreas
Published in BMC medical informatics and decision making (18.02.2019)
Published in BMC medical informatics and decision making (18.02.2019)
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Journal Article
Machine Learning for Missing Value Imputation
Ahmad, Abu Fuad, Alshammari, Khaznah, Ahmed, Istiaque, Sayed, MD Shohel
Published in arXiv.org (10.10.2024)
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Published in arXiv.org (10.10.2024)
Paper
Multi-Branching Neural Network for Myocardial Infarction Prediction
Wang, Zekai, Liu, Chenang, Yao, Bing
Published in IEEE International Conference on Automation Science and Engineering (CASE) (20.08.2022)
Published in IEEE International Conference on Automation Science and Engineering (CASE) (20.08.2022)
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Conference Proceeding
GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data
Zhao, Yijun, Berretta, Matias, Wang, Tong, Chitnis, Tanuja
Published in Proceedings (IEEE International Conference on Healthcare Informatics. Online) (01.11.2020)
Published in Proceedings (IEEE International Conference on Healthcare Informatics. Online) (01.11.2020)
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Conference Proceeding
A study on missing values imputation using K-Harmonic means algorithm: Mixed datasets
Anwar, Taufik, Siswantining, Titin, Sarwinda, Devvi, Soemartojo, Saskya Mary, Bustamam, Alhadi
Published in AIP conference proceedings (27.12.2019)
Published in AIP conference proceedings (27.12.2019)
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Journal Article
Conference Proceeding
Predicting Total Drug Clearance and Volumes of Distribution Using the Machine Learning-Mediated Multimodal Method through the Imputation of Various Nonclinical Data
Iwata, Hiroaki, Matsuo, Tatsuru, Mamada, Hideaki, Motomura, Takahisa, Matsushita, Mayumi, Fujiwara, Takeshi, Maeda, Kazuya, Handa, Koichi
Published in Journal of chemical information and modeling (12.09.2022)
Published in Journal of chemical information and modeling (12.09.2022)
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Journal Article
DeepMicroGen: a generative adversarial network-based method for longitudinal microbiome data imputation
Choi, Joung Min, Ji, Ming, Watson, Layne T, Zhang, Liqing
Published in Bioinformatics (Oxford, England) (04.05.2023)
Published in Bioinformatics (Oxford, England) (04.05.2023)
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Journal Article
Imputation of Gene Expression Data in Blood Cancer and Its Significance in Inferring Biological Pathways
Farswan, Akanksha, Gupta, Anubha, Gupta, Ritu, Kaur, Gurvinder
Published in Frontiers in oncology (08.01.2020)
Published in Frontiers in oncology (08.01.2020)
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Journal Article