Gabriel Cerono, MD

Title(s)Postdoctoral Scholar, Neurology
SchoolSchool of Medicine
Address35 Medical Center Way, #1038
San Francisco CA 94143
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    Gabriel Cerono is a Medical Doctor graduated from Universidad Nacional de La Plata, Argentina. He is a post doctoral researcher at Baranzini's Lab, and his area of expertise is applied clinical informatics, data science, and machine learning.

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Ensemble machine learning reveals key features for diabetes duration from electronic health records. PeerJ Comput Sci. 2024; 10:e1896. Cerono G, Chicco D. PMID: 38435625; PMCID: PMC10909161.
      View in: PubMed   Mentions:
    2. Leveraging electronic health records and knowledge networks for Alzheimer's disease prediction and sex-specific biological insights. Nat Aging. 2024 Feb 21. 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. PMID: 38383858.
      View in: PubMed   Mentions: Translation:Humans
    3. Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme. J Healthc Inform Res. 2024 Mar; 8(1):1-18. Cerono G, Melaiu O, Chicco D. PMID: 38273986; PMCID: PMC10805687.
      View in: PubMed   Mentions: 1  
    4. Early detection of Parkinson's disease through enriching the electronic health record using a biomedical knowledge graph. Front Med (Lausanne). 2023; 10:1081087. Soman K, Nelson CA, Cerono G, Goldman SM, Baranzini SE, Brown EG. PMID: 37250641; PMCID: PMC10217780.
      View in: PubMed   Mentions: 2  
    5. The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information. Bioinformatics. 2023 02 03; 39(2). 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. PMID: 36759942; PMCID: PMC9940622.
      View in: PubMed   Mentions: 12     Fields:    
    6. Time-aware Embeddings of Clinical Data using a Knowledge Graph. Pac Symp Biocomput. 2023; 28:97-108. Soman K, Nelson CA, Cerono G, Baranzini SE. PMID: 36540968.
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