Unsupervised machine learning improves risk stratification in newly diagnosed multiple myeloma: an analysis of the Spanish Myeloma Group

Abstract The International Staging System (ISS) and the Revised International Staging System (R-ISS) are commonly used prognostic scores in multiple myeloma (MM). These methods have significant gaps, particularly among intermediate-risk groups. The aim of this study was to improve risk stratificatio...

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書誌詳細

出版年:	Blood Cancer Journal
主要な著者:	Adrian Mosquera Orgueira, Marta Sonia González Pérez, Jose Diaz Arias, Laura Rosiñol, Albert Oriol, Ana Isabel Teruel, Joaquin Martinez Lopez, Luis Palomera, Miguel Granell, Maria Jesus Blanchard, Javier de la Rubia, Ana López de la Guia, Rafael Rios, Anna Sureda, Miguel Teodoro Hernandez, Enrique Bengoechea, María José Calasanz, Norma Gutierrez, Maria Luis Martin, Joan Blade, Juan-Jose Lahuerta, Jesús San Miguel, Maria Victoria Mateos, the PETHEMA/GEM Cooperative Group
フォーマット:	論文
言語:	英語
出版事項:	Nature Publishing Group 2022-04-01
オンライン･アクセス:	https://doi.org/10.1038/s41408-022-00647-z