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Enhanced Feature Selection for Microbiome Data using FLORAL: Scalable Log-ratio Lasso Regression.

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Title: Enhanced Feature Selection for Microbiome Data using FLORAL: Scalable Log-ratio Lasso Regression.
Authors: Fei T; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center., Funnell T; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center., Waters NR; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center., Raj SS; Department of Medicine, Memorial Sloan Kettering Cancer Center., Sadeghi K; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center., Dai A; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center., Miltiadous O; Department of Pediatrics, Memorial Sloan Kettering Cancer Center., Shouval R; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College., Lv M; Institute of Hematology, Peking University People's Hospital., Peled JU; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College., Ponce DM; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College., Perales MA; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College., Gönen M; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center., van den Brink MRM; City of Hope Los Angeles and City of Hope National Medical Center.
Source: BioRxiv : the preprint server for biology [bioRxiv] 2023 Dec 18. Date of Electronic Publication: 2023 Dec 18.
Publication Type: Preprint; Journal Article
Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Enhanced Feature Selection for Microbiome Data using FLORAL: Scalable Log-ratio Lasso Regression.
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  Data: <searchLink fieldCode="AU" term="%22Fei+T%22">Fei T</searchLink>; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Funnell+T%22">Funnell T</searchLink>; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Waters+NR%22">Waters NR</searchLink>; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Raj+SS%22">Raj SS</searchLink>; Department of Medicine, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Sadeghi+K%22">Sadeghi K</searchLink>; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Dai+A%22">Dai A</searchLink>; Department of Immunology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Miltiadous+O%22">Miltiadous O</searchLink>; Department of Pediatrics, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22Shouval+R%22">Shouval R</searchLink>; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College.<br /><searchLink fieldCode="AU" term="%22Lv+M%22">Lv M</searchLink>; Institute of Hematology, Peking University People's Hospital.<br /><searchLink fieldCode="AU" term="%22Peled+JU%22">Peled JU</searchLink>; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College.<br /><searchLink fieldCode="AU" term="%22Ponce+DM%22">Ponce DM</searchLink>; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College.<br /><searchLink fieldCode="AU" term="%22Perales+MA%22">Perales MA</searchLink>; Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center.; Department of Medicine, Weill Cornell Medical College.<br /><searchLink fieldCode="AU" term="%22Gönen+M%22">Gönen M</searchLink>; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center.<br /><searchLink fieldCode="AU" term="%22van+den+Brink+MRM%22">van den Brink MRM</searchLink>; City of Hope Los Angeles and City of Hope National Medical Center.
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  Data: <searchLink fieldCode="JN" term="%22101680187%22">BioRxiv : the preprint server for biology</searchLink> [bioRxiv] 2023 Dec 18. <i>Date of Electronic Publication: </i>2023 Dec 18.
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        Value: 10.1101/2023.05.02.538599
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