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Dissertation/ Thesis

Application of Radiomics-based Machine Learning models on complex cardíac diseases

Authors : Izquierdo, Cristian; University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica; ...

Subjects: Aprenentatge automàtic; Aprendizaje automático; Machine learning

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Mastering the Triad of Data, Models and Tasks in Deep Learning for Image Understanding

Authors : Nagarajan, Bhalaji; University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica; ...

Subjects: Processament d'imatges; Proceso de imágenes; Image processing

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Carotid Artery Ultrasound Image-Based Cardiovascular Risk Prediction using Deep Learning

Authors : Vila Muñoz, Maria del Mar; University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica; ...

Subjects: Aprenentatge automàtic; Aprendizaje automático; Machine learning

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Combinatorial and Machine Learning Techniques for Complex Thin Film Photovoltaics: Accelerated Research and Process Monitoring Methodologies

Authors : Grau Luque, Enric Tomás; University/Department: Universitat de Barcelona. Facultat de Física; ...

Subjects: Anàlisi combinatòria; Análisis combinatorio; Combinatorial analysis

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

EUDONORGAN a blended-learning programme to improve organ donation knowledge in the European Union and Neighbouring countries: Prospective study

Authors : Peralta Lasso, Patricia; University/Department: Universitat de Barcelona. Facultat de Medicina i Ciències de la Salut; ...

Subjects: Donació d'òrgans; Donación de órganos; Donations of organs

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Gaze Estimation with Spatiotemporal and Multimodal Deep Learning

Authors : Palmero Cantariño, Cristina; University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica; ...

Subjects: Visió per ordinador; Visión por ordenador; Computer vision

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Machine Learning for predicting Immunotherapy response from routine Medical Imaging

Authors : Ligero Hernández, Marta; University/Department: Universitat de Barcelona. Departament de Biomedicina; ...

Subjects: Immunoteràpia; Inmunoterapia; Immunotheraphy

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Deep Learning-based Solutions to Improve Diagnosis in Wireless Capsule Endoscopy

Authors : Laiz Treceño, Pablo; University/Department: Universitat de Barcelona. Facultat de Matemàtiques; ...

Subjects: Aprenentatge automàtic; Aprendizaje automático; Machine learning

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Generalizability in multi-centre cardiac image analysis with machine learning

Authors : Campello Román, Víctor Manuel; University/Department: Universitat de Barcelona. Facultat de Matemàtiques; ...

Subjects: Aprenentatge automàtic; Aprendizaje automático; Machine learning

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Optimization of neural networks for deep learning and applications to CT image segmentation

Authors : Pezzano, Giuseppe; University/Department: Universitat de Barcelona. Facultat de Matemàtiques; ...

Subjects: Xarxes neuronals convolucionals; Redes neuronales convolucionales; Convolutional neural networks

Source: TDX (Tesis Doctorals en Xarxa)

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Application of Radiomics-based Machine Learning models on complex cardíac diseases

Mastering the Triad of Data, Models and Tasks in Deep Learning for Image Understanding

Carotid Artery Ultrasound Image-Based Cardiovascular Risk Prediction using Deep Learning

Combinatorial and Machine Learning Techniques for Complex Thin Film Photovoltaics: Accelerated Research and Process Monitoring Methodologies

EUDONORGAN a blended-learning programme to improve organ donation knowledge in the European Union and Neighbouring countries: Prospective study

Gaze Estimation with Spatiotemporal and Multimodal Deep Learning

Machine Learning for predicting Immunotherapy response from routine Medical Imaging

Deep Learning-based Solutions to Improve Diagnosis in Wireless Capsule Endoscopy

Generalizability in multi-centre cardiac image analysis with machine learning

Optimization of neural networks for deep learning and applications to CT image segmentation

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