Now showing items 1-13 of 13

    • A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors 

      Vilamala Muñoz, Albert; Belanche Muñoz, Luis Antonio; Vellido Alcacena, Alfredo (2014)
      Conference report
      Restricted access - publisher's policy
      Convex non-negative matrix factorization is a blind signal separation technique that has previously demonstrated to be well-suited for the task of human brain tumor diagnosis from magnetic resonance spectroscopy data. This ...
    • A multiagent system for dynamic data aggregation in medical research 

      Dubovitskaya, Alevtina; Urovi, Visara; Barba Sabariego, Imanol-Mikel; Aberer, Karl; Schumacher, Michael Ignaz (2016-10-18)
      Article
      Open Access
      The collection of medical data for research purposes is a challenging and long-lasting process. In an effort to accelerate and facilitate this process we propose a new framework for dynamic aggregation of medical data from ...
    • Análisis y diseño de Dataset para el reconocimiento de COVID-19 en señales de tos con Redes Neuronales Profundas 

      Sánchez Bergés, Marc (Universitat Politècnica de Catalunya, 2022-05-23)
      Bachelor thesis
      Open Access
      This project will try to improve the detection results of the COVID-19 disease as much as possible from acoustic signals of coughing through a convolutional neural network. To accomplish these objectives, we started with ...
    • Application of Reinforcement Learning for optimizing the inventory management of clinical trials 

      Escobar Nieves, Clara (Universitat Politècnica de Catalunya, 2022-07-26)
      Master thesis
      Open Access
      Covenantee:   École polytechnique de Louvain
      On the one hand, clinical trials are of great importance in discovering new treatments for diseases. They teach research things that cannot be learned in the laboratory, that is, what does and does not work in humans. ...
    • Automatic performance analysis and error detection in medical device software versions 

      Coll Palacín, Marc (Universitat Politècnica de Catalunya, 2023-07-12)
      Master thesis
      Restricted access - confidentiality agreement
      Covenantee:   Fresenius Kabi
      The project aims to implement an automated environment for periodic system evaluation. The main objective is to develop a tool that can autonomously assess and monitor the performance of a medical station. The tool executes ...
    • Edge and cluster computing as enabling infrastructure for Internet of Medical Things 

      Ritrovato, Pierluigi; Xhafa Xhafa, Fatos; Giordano, Andrea (Institute of Electrical and Electronics Engineers (IEEE), 2018)
      Conference report
      Open Access
      The continuous adoption of fitness and medical smart sensors are boosting the development of Internet of Medical Things (IoMT), reshaping and revolutionizing Healthcare. This digital transformation is paving the way to new ...
    • Effectiveness of COVID-19 vaccines on the prevention of post-COVID cardiac and thromboembolic complications 

      Mercade Besora, Núria (Universitat Politècnica de Catalunya, 2023-02-01)
      Bachelor thesis
      Open Access
      Covenantee:   University of Oxford
      Previous research suggests that although (some) COVID-19 vaccines could increase rare thrombosis risk, SARS-CoV-2 infection leads to a much higher risk. The effects of vaccination on risk for post-COVID thromboses and ...
    • Graph topology inference based on precision matrix: an assessment with real f-MRI data 

      Elatifi, Kamal (Universitat Politècnica de Catalunya, 2023-02-02)
      Bachelor thesis
      Open Access
      Graph topology inference is a research field that studies how to learn the structure of a graph from data related to it. It is a very popular research topic in which algorithms are being developed faster and more efficient ...
    • Improvement of JXTA-overlay P2P platform: evaluation for medical application and reliability 

      Liu, Yi; Sakamoto, Shinji; Matsuo, Keita; Ikeda, Makoto; Barolli, Leonard; Xhafa Xhafa, Fatos (2015)
      Article
      Open Access
      JXTA-Overlay is a middleware built on top of the JXTA specification, which defines a set of protocols that standardize how different devices may communicate and collaborate among them. JXTA-Overlay provides a set of basic ...
    • Joint learning of depression and anxiety severity directly from speech signals 

      Quintana Aguasca, Eric (Universitat Politècnica de Catalunya, 2023-01-30)
      Master thesis
      Open Access
      Covenantee:   King's College London
      Advances in digital health and phenotyping technologies are crucial to ensureincreased access to high-quality mental health support services and treatment. Speech is uniquely placed in this regard, as no other mobile health ...
    • Longitudinal patterns of SARS-CoV-2 antibody levels in a sample of Health Care Workers in Barcelona 

      Rodríguez Pardo, José Ramón (Universitat Politècnica de Catalunya, 2022-07-04)
      Bachelor thesis
      Open Access
      Covenantee:   IDIAPJGol
      Over the past two years, SARS-CoV-2 has spread around the world, affecting people differently. Both quantity and duration of antibody levels can vary widely between individuals. However, the factors that determine which ...
    • On the Characterization of Hepatocellular Carcinoma based on 18F-FDG Kinetics in Early Dynamic PET/CT 

      Chicano Corrales, Alex (Universitat Politècnica de Catalunya, 2022-07-05)
      Bachelor thesis
      Open Access
      Covenantee:   Institut Català d'Oncologia
      Hepatocellular carcinoma (HCC) is the most frequent type of primary hepatic malignant tumor in adults and the third most common cause of cancer-related death worldwide. Its recommended diagnostic techniques are multiphasic ...
    • Real-time foot detection algorithm for rehabilitation using computer vision 

      Borràs Sánchez, Marc (Universitat Politècnica de Catalunya, 2024-01-25)
      Master thesis
      Restricted access - author's decision
      It is a well-known fact that rehabilitation is one of the areas of healthcare where the number of people benefitting from it is rapidly increasing. largely due to the ageing of the population. Nonetheless, as the number ...