Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer

Autor: Ha, Kyungsik, Fujita, Masashi, Karlić, Rosa, Yang, Sungmin, Xue, Ruidong, Zhang, Chong, Bai, Fan, Zhang, Ning, Hoshida, Yujin, Polak, Paz, Nakagawa, Hidewaki, Kim, Hong-Gee, Lee, Hwajin

Publikováno v: In Heliyon February 2020 6(2)

A Hybrid Machine Learning Model for Demand Forecasting: Combination of K-means, Elastic-Net, and Gaussian Process Regression

Autor: Chung, Doohee, Lee, Chan Gyu, Yang, Sungmin

Publikováno v: International Journal of Intelligent Systems and Applications in Engineering; Vol. 11 No. 6s (2023): (Articles in Press); 325-336

Accurate prediction of demand assists companies in responding flexibly to uncertain market conditions. However, companies face difficulties due to the wide variety of product types and the uncertainty of their scale. To solve this problem, this study

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=issn21476799::d1b5ee005615ed37757e31401c90a957
https://www.ijisae.org/index.php/IJISAE/article/view/2859

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COOBoostR: An Extreme Gradient Boosting-Based Tool for Robust Tissue or Cell-of-Origin Prediction of Tumors.

Autor: Yang S; Biomedical Knowledge Engineering Laboratory, Seoul National University, Seoul 08826, Republic of Korea., Ha K; Dental Research Institute, Seoul National University, Seoul 08826, Republic of Korea., Song W; Department of Medicine, Hanyang University, Seoul 04763, Republic of Korea., Fujita M; Laboratory of Cancer Genomics, RIKEN Center for Integrated Medical Sciences, Yokohama 230-0045, Japan., Kübler K; Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany.; Department of Hematology, Oncology and Cancer Immunology, Charité-Universitätsmedizin Berlin, Hindenburgdamm 30, 12203 Berlin, Germany.; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.; Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129, USA.; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA., Polak P; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave., New York, NY 10029, USA., Hiyama E; Natural Science Center for Basic Research and Development, Hiroshima University, Hiroshima 739-8529, Japan., Nakagawa H; Laboratory of Cancer Genomics, RIKEN Center for Integrated Medical Sciences, Yokohama 230-0045, Japan., Kim HG; Biomedical Knowledge Engineering Laboratory, Seoul National University, Seoul 08826, Republic of Korea.; Dental Research Institute, Seoul National University, Seoul 08826, Republic of Korea., Lee H; Biomedical Knowledge Engineering Laboratory, Seoul National University, Seoul 08826, Republic of Korea.; Dental Research Institute, Seoul National University, Seoul 08826, Republic of Korea.

Publikováno v: Life (Basel, Switzerland) [Life (Basel)] 2022 Dec 27; Vol. 13 (1). Date of Electronic Publication: 2022 Dec 27.