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Visualitzant per matèria "Geometric morphometrics"

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    • A critical comparison between template-based and architecture-reused deep learning methods for generic 3D landmarking of anatomical structures 

      Heredia Lidón, Álvaro; García-Mascarell, Christian; Echeverry Quiceno, Luis Miguel; Hostalet, Noemí; Herrera Escartín, Daniel; González Alzate, Alejandro; Pomarol-Clotet, Edith; Fortea, Juan; Fatjó-Vilas, Mar; Martínez-Abadías, Neus; Sevillano, Xavier (Lecture Notes in Computer Science, Vol. 1527, pp 97-111., 2024-10-26)
      Shape alterations in body organs are common pathological hallmarks of multiple disorders, making quantitative shape analysis key for obtaining diagnostic and prognostic biomarkers. In this context, ...

    • BioFace3D: An end-to-end open-source software for automated extraction of potential 3D facial biomarkers from MRIscans 

      Heredia Lidón, Álvaro; Echeverry Quiceno, Luis Miguel; González Alzate, Alejandro; Hostalet, Noemí; Pomarol-Clotet, Edith; Fortea, Juan; Fatjó-Vilas, Mar; Martínez-Abadías, Neus; Sevillano, Xavier (Computer Methods and Programs in Biomedicine Volume 271, November 2025, 109010, 2025-08-01)
      Background and Objectives: Facial dysmorphologies have emerged as potential critical indicators in the diagnosis and prognosis of genetic, psychotic, and rare disorders. While some conditions present ...

    • Face-brain correlates as potential sex-specific biomarkers for schizophrenia and bipolar disorder 

      Hostalet, Noemí; González, Alejandro; Salgado-Pineda, Pilar; González Colom, Rubèn; Canales-Rodríguez, Erick Jorge; Aguirre, Candibel; Guerrero-Pedraza, Amalia; Llanos Torres, María; Salvador, Raymond; Pomarol-Clotet, Edith; Sevillano, Xavier; Martínez-Abadías, Neus; Fatjó-Vilas, Mar (Psychiatry Research, vol. 339, Setembre 2024, 2024-09)
      Given the shared ectodermal origin and integrated development of the face and the brain, facial biomarkers emerge as potential candidates to assess vulnerability for disorders in which neurodevelopment ...