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Investigación

14 comunicaciones presentadas en congresos de la Sociedad Europea de Cardiología y publicadas en sus revistas.

Líneas de investigación

  • Variabilidad interobservador en segmentación y métricas derivadas
  • IA frente a expertos: fiabilidad, precisión y preferencia
  • Calidad de imagen y comportamiento con datos reales
  • Generalización de modelos y calidad de las anotaciones

EuroEcho 2024

European Heart Journal – Cardiovascular Imaging, Vol. 26, supl. 1 (2025)

  1. Accurate estimation of interobserver variability in echocardiography segmentation measured from 35 experts and impact on derived clinical metrics

    Garcia-Elcano L, Bossa MN, Garcia-Sineriz I, Giraldo Del Viejo E, Berto A, Diez-Lopez C, Cabrera JA, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeae333.044

  2. Impact of interobserver variability of echocardiography derived clinical metrics on sample size estimation in clinical trials

    Bossa MN, Berto A, Garcia-Sineriz I, Giraldo Del Viejo E, Garcia-Elcano L, Diez-Lopez C, Cabrera JA, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeae333.043

  3. Interobserver regional variability of left ventricular endocardium and epicardium delineation in echocardiography imaging

    Garcia-Mato D, Giraldo Del Viejo E, Berto A, Garcia-Sineriz I, Garcia-Elcano L, Diez-Lopez C, Cabrera JA, Corral Acero J

    DOI 10.1093/ehjci/jeae333.045

ESC Congress 2025

European Heart Journal, Vol. 46, supl. 1 (2025)

  1. Are experts in agreement? A comprehensive study on consensus in echocardiographic view identification

    Giraldo Del Viejo E, Giraldez Suarez J, Galvan Prieto M, Berto A, Garcia-Elcano L, Bossa MN, Garcia-Sineriz I, Garcia-Mato D, Lamata P, Cabrera JA, Diez-Lopez C, Corral Acero J

    DOI 10.1093/eurheartj/ehaf784.4445

  2. Beyond ideal data: evaluating AI model behaviour in real-world echocardiographic images

    Berto A, Garcia-Mato D, Giraldo Del Viejo E, Giraldez Suarez J, Galvan Prieto M, Garcia-Elcano L, Bossa MN, Garcia-Sineriz I, Diez-Lopez C, Cabrera JA, Lamata P, Corral Acero J

    DOI 10.1093/eurheartj/ehaf784.4374

  3. AI vs human in echocardiographic segmentation: what do experts prefer?

    Garcia-Sineriz I, Garcia-Mato D, Galvan Prieto M, Giraldez Suarez J, Giraldo Del Viejo E, Berto A, Bossa MN, Garcia-Elcano L, Diez-Lopez C, Cabrera JA, Lamata P, Corral Acero J

    DOI 10.1093/eurheartj/ehaf784.4372

  4. Assessing the contribution of cycle selection to inter-observer variability in echocardiographic measurements

    Bossa MN, Garcia-Elcano L, Giraldez Suarez J, Giraldo Del Viejo E, Berto A, Garcia-Sineriz I, Garcia-Mato D, Galvan Prieto M, Lamata P, Diez-Lopez C, Cabrera JA, Corral Acero J

    DOI 10.1093/eurheartj/ehaf784.012

  5. A digital twin approach for automated left ventricular wall thickness assessment from 2D echocardiography

    Fernandes JF, Bossa MN, Garcia-Sineriz I, Garcia-Elcano L, Berto A, Giraldo Del Viejo E, Giraldez Suarez J, Galvan Prieto M, Garcia-Mato D, Cabrera JA, Diez-Lopez C, Lamata P, Corral Acero J

    DOI 10.1093/eurheartj/ehaf784.4460

EuroEcho 2025

European Heart Journal – Cardiovascular Imaging, Vol. 27, supl. 1 (2026)

  1. AI-based approach challenges expert reliability in clinical echocardiography analysis

    Garcia-Elcano L, Garcia-Mato D, Bossa MN, Giraldo Del Viejo E, Garcia-Sineriz I, Berto A, Giraldez Suarez J, Galvan Prieto M, Diez-Lopez C, Cabrera JA, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.127

  2. Comparison of different geometric assumptions of the mitral annulus and their impact on echocardiographic assessment

    Garcia-Mato D, Garcia-Elcano L, Giraldo Del Viejo E, Giraldez Suarez J, Galvan Prieto M, Bossa MN, Berto A, Garcia-Sineriz I, Cabrera JA, Diez-Lopez C, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.126

  3. One model to segment them all: generalisation vs specificity in echocardiography left ventricle delineation

    Berto A, Garcia-Sineriz I, Galvan Prieto M, Giraldez Suarez J, Garcia-Elcano L, Bossa MN, Giraldo Del Viejo E, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.011

  4. Better labels, better models: AI-assisted label refining approach improves segmentation performance and annotation efficiency

    Garcia-Sineriz I, Giraldez Suarez J, Galvan Prieto M, Garcia-Elcano L, Bossa MN, Giraldo Del Viejo E, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.010

  5. Decoding echocardiography: smart detection of view transition using AI and temporal analysis

    Giraldo Del Viejo E, Berto A, Bossa MN, Giraldez Suarez J, Galvan Prieto M, Garcia-Sineriz I, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.009

  6. Enhancing image quality quantification in echocardiography by combining multiple quality dimensions

    Bossa MN, Galvan Prieto M, Giraldez Suarez J, Giraldo Del Viejo E, Garcia-Elcano L, Garcia-Sineriz I, Berto A, Garcia-Mato D, Corral Acero J

    DOI 10.1093/ehjci/jeaf367.008

Todas las comunicaciones proceden del Departamento de Inteligencia Artificial de Apolo, en Madrid.