ArticleDiagnostics (Basel, Switzerland)2026
Hepatic Fat Quantification Using Beta Distribution and a Probabilistic Neural Network in a Prepubertal Male Cohort.
Mario Alexis Ramírez-Bautista, Benito de Celis Alonso, Gerardo Uriel Pérez Rojas, Fernando Cocoletzi-Adame, Silvia S Hidalgo Tobón, Moisés Arredondo-Velázquez, Eduardo Moreno-Barbosa, Javier M Hernández-López, Po-Wah So, Jorge Velázquez-Castro
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In one paragraphArticle in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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1 · What the graph read from itWhat it found
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2 · The registryThe trial behind it
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5 · Who and what moneyAuthors and funding
10 authors.
Mario Alexis Ramírez-BautistaFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.
Benito de Celis AlonsoFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.ORCID 0000-0003-2124-1084 Gerardo Uriel Pérez RojasFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.ORCID 0009-0008-6751-6884 Fernando Cocoletzi-AdameAicraft, Puebla 72590, Mexico.
Silvia S Hidalgo TobónImaging Department, Children Hospital of Mexico "Federico Gómez", Mexico City 06720, Mexico.ORCID 0000-0002-3025-0989 Moisés Arredondo-VelázquezCenter for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV), Ciudad Victoria 87130, Mexico.ORCID 0000-0003-0198-274X Eduardo Moreno-BarbosaFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.ORCID 0000-0002-1114-2640 Javier M Hernández-LópezFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.ORCID 0000-0002-9952-1396 Po-Wah SoDepartment of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 9NU, UK.ORCID 0000-0003-3449-8532 Jorge Velázquez-CastroFaculty of Physical and Mathematical Sciences, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico.ORCID 0000-0002-7176-2008 Funding
CONAHCYT FONCYT/37/2016Medical Research Council MR/N029194/1SECIHTI Becas Posgrado CVU:981335
6 · The paper itselfAbstract
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Indexed as
beta distributionconfidence intervalsconvolutional neural networkliver fatprepubertalprobabilistic neural network
Identifiers
PMID42196855
PMCPMC13206022
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