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    Supervised
    thesis

    Supervised thesis by Hélder Filipe Oliveira

    AI-Based Cancer Characterisation Using Semi-Supervised Learning Algorithms

    Author Cláudia Patrícia Ferreira Araújo Pinheiro

    Degree MSc

    Year 2022

    Institution INESCTEC

    Causal representation learning through higher-level information extraction

    Author Francisco Carvalho Moreira da Silva

    Degree MSc

    Year 2022

    Institution INESCTEC

    Transformers for Medical Domains

    Author Hugo Manuel Soares Oliveira

    Degree MSc

    Year 2022

    Institution INESCTEC

    Pancreatic Ductal Adenocarcinoma Detection in CT Images using Deep Learning

    Author Rita Catarina Moreira Alves

    Degree MSc

    Year 2022

    Institution INESCTEC

    CNN-LSTM-based models to predict the heart rate using PPG signal from wearables during physical exercise

    Author Lucas Tomás Martins Ribeiro

    Degree MSc

    Year 2022

    Institution INESCTEC

    Machine Learning-based approaches for microbiome characterization in cancer

    Author Pedro Gil Lima Freitas

    Degree MSc

    Year 2022

    Institution INESCTEC

    Design and Development of An Application For The Pre-Operative Planning of DIEP-Based Breast Reconstruction

    Author Miguel Maio Romariz

    Degree MSc

    Year 2022

    Institution INESCTEC

    Missing Data Imputation in Deep Learning Multimodal Approaches for Lung Cancer Characterization

    Author Joana Vale Amaro de Sousa

    Degree MSc

    Year 2022

    Institution INESCTEC

    Multimodal-based machine learning approach for early detection of colorectal cancer

    Author Luís Emanuel Pereira Pinto Fernandes

    Degree MSc

    Year 2022

    Institution INESCTEC

    Unconstrained Human Pose Estimation to Support Breast Cancer Survivor's Prospective Surveillance

    Author João Pedro da Silva Monteiro

    Degree MSc

    Year 2022

    Institution INESCTEC

    Learning models for bone marrow edema characterization in radiological images

    Author Gonçalo José Marques Ribeiro

    Degree MSc

    Year 2022

    Institution INESCTEC

    AI-based methods for cancer cells quantification using whole slide imaging

    Author Sara Carvalho Alves

    Degree MSc

    Year 2022

    Institution INESCTEC

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