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Scalable log-ratio lasso regression for enhanced microbial feature selection with FLORAL

Cell Reports Methods(2024)10.1016/j.crmeth.2024.100899Source: DataRank Database

Scalable log-ratio lasso regression for enhanced microbial feature selection with FLORAL is a research paper published in Cell Reports Methods (2024). On theSindex it has a DataRank of 0. It has been cited 11 times.

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Enrichment:Funding (21 grants)Impact (FWCI 1.58)OA: goldTopics (44)IDs (PubMed, PMC, OpenAlex)Annotations (1)

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Findable (1/2)

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Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (15)

Tyler Funnell ORCID,Nicholas R. Waters ORCID,Sandeep Raj ORCID,Mirae Baichoo ORCID,Keimya Sadeghi ORCID

Live enrichment

PubMed:39515336 PMC:PMC11705925 OpenAlex:https://openalex.org/W4404137766

NCI NIH HHS

Grant: P01 CA023766

NCI NIH HHS

Grant: R01 CA228358

NHLBI NIH HHS

Grant: R01 HL147584

NHLBI NIH HHS

Grant: R01 HL164902

NIA NIH HHS

Grant: P01 AG052359

NCI NIH HHS

Grant: P30 CA008748

NCI NIH HHS

Grant: R01 CA228308

NHLBI NIH HHS

Grant: K08 HL143189

NHLBI NIH HHS

Grant: R01 HL123340

National Institutes of Health

Grant: 5K08HL143189-03

Microbiota mechanisms and biomarkers in GVHD

National Institutes of Health

Grant: 3P01AG052359-03S1

Project 001: The Impact of Life History and Stress on Thymic Involution

National Institutes of Health

Grant: 5R01CA228358-05

Endothelial cells regulate immune reconstitution after hematopoietic stem cell transplantation

National Institutes of Health

Grant: 5R01HL123340-07

The role of autophagy gene Atg16L1 in allogeneic hematopoietic stem cell transplantation - Renewal - 1

National Institutes of Health

Grant: 2P30CA008748-43

MOUSE GENETICS

National Institutes of Health

Grant: 5R01CA228308-08

The role of bile acid metabolomics in graft-versus-host disease

National Institutes of Health

Grant: 5R01HL147584-03

Third-party “off the shelf” mature or precursor CAR T cells to prevent or treat malignant relapse after allo HCT

National Institutes of Health

Grant: 5R01HL164902-02

Intestinal microbiome restoration in allogeneic stem cell transplantation

National Institutes of Health

Grant: 5P01CA023766-14

MARROW TRANSPLANTATION IN LEUKEMIA AND OTHER DISEASES

National Institute on Aging

National Heart Lung and Blood Institute

National Cancer Institute

FWCI

1.58

Citation Percentile

0.8%

Citation Trend

2025

2026

goldLicense: cc-by-nc-nd

journalhttps://www.cell.com/article/S2667237524002893/pdf

publisherhttps://www.cell.com/article/S2667237524002893/pdf

publisherhttps://api.elsevier.com/content/article/PII:S2667237524002893?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2667237524002893?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.crmeth.2024.100899

Fields of Study

Advanced Chemical Sensor TechnologiesProbiotics and Fermented FoodsGut microbiota and health0206 medical engineering02 engineering and technologyHumansMicrobiotaAlgorithmsHematopoietic Stem Cell TransplantationSoftwareComputer Simulation

MeSH Terms

AlgorithmsComputer SimulationHumansSoftwareHematopoietic Stem Cell TransplantationMicrobiota

Keywords

Lasso (programming language)Feature selectionRegressionSelection (genetic algorithm)Feature (linguistics)MathematicsScalabilityStatisticsPattern recognition (psychology)Artificial intelligenceComputer scienceBiologyLongitudinal dataSurvival analysisVariable selectionMicrobiomeLassoCompositional DataCp: MicrobiologyCp: Systems BiologyMicrobiotaHematopoietic Stem Cell TransplantationHumansComputer SimulationArticleAlgorithmsSoftware