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8 results
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Time-aware Embeddings of Clinical Data using a Knowledge Graph.
Pac Symp Biocomput. 2023;28:97-108.
Pac Symp Biocomput. 2023.
PMID: 36540968
Free PMC article.
The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information.
Morris JH, Soman K, Akbas RE, Zhou X, Smith B, Meng EC, Huang CC, Cerono G, Schenk G, Rizk-Jackson A, Harroud A, Sanders L, Costes SV, Bharat K, Chakraborty A, Pico AR, Mardirossian T, Keiser M, Tang A, Hardi J, Shi Y, Musen M, Israni S, Huang S, Rose PW, Nelson CA, Baranzini SE.
Morris JH, et al. Among authors: cerono g.
Bioinformatics. 2023 Feb 3;39(2):btad080. doi: 10.1093/bioinformatics/btad080.
Bioinformatics. 2023.
PMID: 36759942
Free PMC article.
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Synaptic injury in the inner plexiform layer of the retina is associated with progression in multiple sclerosis.
Cordano C, Werneburg S, Abdelhak A, Bennett DJ, Beaudry-Richard A, Duncan GJ, Oertel FC, Boscardin WJ, Yiu HH, Jabassini N, Merritt L, Nocera S, Sin JH, Samana IP, Condor Montes SY, Ananth K, Bischof A; UCSF MS EPIC Team; Nourbakhsh B, Hauser SL, Cree BAC, Emery B, Schafer DP, Chan JR, Green AJ.
Cordano C, et al.
Cell Rep Med. 2024 Apr 16;5(4):101490. doi: 10.1016/j.xcrm.2024.101490. Epub 2024 Apr 3.
Cell Rep Med. 2024.
PMID: 38574736
Free PMC article.
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Ensemble machine learning reveals key features for diabetes duration from electronic health records.
Cerono G, Chicco D.
Cerono G, et al.
PeerJ Comput Sci. 2024 Feb 26;10:e1896. doi: 10.7717/peerj-cs.1896. eCollection 2024.
PeerJ Comput Sci. 2024.
PMID: 38435625
Free PMC article.
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Leveraging electronic health records and knowledge networks for Alzheimer's disease prediction and sex-specific biological insights.
Tang AS, Rankin KP, Cerono G, Miramontes S, Mills H, Roger J, Zeng B, Nelson C, Soman K, Woldemariam S, Li Y, Lee A, Bove R, Glymour M, Aghaeepour N, Oskotsky TT, Miller Z, Allen IE, Sanders SJ, Baranzini S, Sirota M.
Tang AS, et al. Among authors: cerono g.
Nat Aging. 2024 Mar;4(3):379-395. doi: 10.1038/s43587-024-00573-8. Epub 2024 Feb 21.
Nat Aging. 2024.
PMID: 38383858
Free PMC article.
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Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme.
Cerono G, Melaiu O, Chicco D.
Cerono G, et al.
J Healthc Inform Res. 2023 Sep 20;8(1):1-18. doi: 10.1007/s41666-023-00138-1. eCollection 2024 Mar.
J Healthc Inform Res. 2023.
PMID: 38273986
Free PMC article.
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Locus for severity implicates CNS resilience in progression of multiple sclerosis.
International Multiple Sclerosis Genetics Consortium; MultipleMS Consortium.
International Multiple Sclerosis Genetics Consortium, et al.
Nature. 2023 Jul;619(7969):323-331. doi: 10.1038/s41586-023-06250-x. Epub 2023 Jun 28.
Nature. 2023.
PMID: 37380766
Free PMC article.
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Early detection of Parkinson's disease through enriching the electronic health record using a biomedical knowledge graph.
Soman K, Nelson CA, Cerono G, Goldman SM, Baranzini SE, Brown EG.
Soman K, et al. Among authors: cerono g.
Front Med (Lausanne). 2023 May 12;10:1081087. doi: 10.3389/fmed.2023.1081087. eCollection 2023.
Front Med (Lausanne). 2023.
PMID: 37250641
Free PMC article.
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