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Publications by Gemma Piella

Machine Learning-Based Phenogrouping in Heart Failure to Identify Responders to Cardiac Resynchronization Therapy

European Journal of Heart Failure
Cardiovascular MedicineCardiology
2018English

Learning and Combining Image Neighborhoods Using Random Forests for Neonatal Brain Disease Classification

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2017English

Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction

Circulation. Cardiovascular imaging
Nuclear MedicineRadiologyCardiologyCardiovascular MedicineImagingMedicine
2018English

Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3d-Us Images

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2010English

Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2013English

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