Browsing by Subject "Intel·ligència artificial -- Aplicacions a la medicina"
Now showing items 1-20 of 41
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A “HOLTER” for Parkinson's disease: validation of the ability to detect on-off states using the REMPARK system
(2018-01-01)
Article
Open AccessThe treatment of Parkinson's disease (PD) with levodopa is very effective. However, over time, motor complications (MCs) appear, restricting the patient from leading a normal life. One of the most disabling MCs is ON-OFF ... -
Advanced signal processing of the electroencephalogram and heart rate variability for the assessment of the inflammatory response
(Universitat Politècnica de Catalunya, 2023-09-14)
Master thesis
Restricted access - author's decision
Covenantee: CoreSys HealthThis project, promoted by Coresys Health, aims to enhance the capabilities of medical monitors to monitor the inflammatory response, through the analysis of heart rate variability (HRV) de- rived from the electrocardiogram ... -
Advancing sleep monitoring : Development of a non-invasive bed-based sensor system for real-time vital sign extraction using strain gauges
(Universitat Politècnica de Catalunya, 2023-11-28)
Master thesis
Restricted access - confidentiality agreement
Covenantee: Politecnico di Milano -
An intelligent iris based chronic kidney identification system
(2020-12-12)
Article
Open AccessIn recent years, the demand for alternative medical diagnostics of the human kidney or renal is growing, and some of the reasons behind this relate to its non-invasive, early, real-time, and pain-free mechanism. The chronic ... -
Aplicació de tècniques de generació de dades sintètiques en el camp de la imatge mèdica per l’entrenament d’algorismes d’Intel·ligència artificial
(Universitat Politècnica de Catalunya, 2023-07-04)
Bachelor thesis
Restricted access - confidentiality agreement
Covenantee: Fundació TIC Salut Social / Politecnico di MilanoEl següent projecte de recerca té com a objectiu facilitar l’accés i l’ús d’imatges mèdiques, en específic imatges histopatològiques, als científics, enginyers i professionals de la salut mitjançant la generació d’imatges ... -
Application of Reinforcement Learning for optimizing the inventory management of clinical trials
(Universitat Politècnica de Catalunya, 2022-07-26)
Master thesis
Open Access
Covenantee: École polytechnique de LouvainOn 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 reminiscence therapy for dementia
(Association for Computing Machinery (ACM), 2020)
Conference lecture
Restricted access - publisher's policyWith people living longer than ever, the number of cases with dementia such as Alzheimer's disease increases steadily. It affects more than 46 million people worldwide, and it is estimated that in 2050 more than 100 million ... -
Blood pressure assessment with differential pulse transit time and deep learning: a proof of concept
(Karger, 2019-02)
Article
Open AccessModern clinical environments are laden with technology devices continuously gathering physiological data from patients. This is especially true in critical care environments, where life-saving decisions may have to be made ... -
CASPER Project: Social pet robots facilitating tasks in therapies with children with ASD
(2017)
Conference lecture
Restricted access - publisher's policyIn this paper, we present a Cognitive Assistive Social Pet Robot design and an early field study with it to facilitate learning with children with Autism Spectrum Disorder. The robotic platform is a low-cost robotic ... -
Classificació d’imatges de càncer de pell mitjançant xarxes neuronals
(Universitat Politècnica de Catalunya, 2021-07-13)
Bachelor thesis
Open AccessSkin cancer is a major public health issue with millions of cases diagnosed around the world. Melanoma is the most mortal form of skin cancer and causes the highest percentage of deaths. Although the mortality rate for ... -
Classificació d’imatges de càncer de pell mitjançant xarxes neuronals
(Universitat Politècnica de Catalunya, 2021-07-13)
Bachelor thesis
Open AccessSkin cancer is a major public health issue with millions of cases diagnosed around the world. Melanoma is the most mortal form of skin cancer and causes the highest percentage of deaths. Although the mortality rate for ... -
Classificació d’imatges pel diagnòstic de pneumònia
(Universitat Politècnica de Catalunya, 2021-07-12)
Bachelor thesis
Open AccessUnas décadas atrás, nació Deep Learning, una técnica que revolucionó el mundo de la Inteligencia Artificial tal y como se conocía. Esta imita el funcionamiento neuronal de un cerebro humano para clasificar conjuntos de ... -
Classification of Huntington’s Disease using Structural MRI Data
(Universitat Politècnica de Catalunya, 2020-10-27)
Master thesis
Restricted access - confidentiality agreement -
Contrastive and attention-based multiple instance learning for the prediction of sentinel lymph node status from histopathologies of primary melanoma tumours
(Springer, 2022-09-30)
Part of book or chapter of book
Open AccessSentinel lymph node status is a crucial prognosis factor for melanomas; nonetheless, the invasive surgery required to obtain it always puts the patient at risk. In this study, we develop a Deep Learning-based approach to ... -
Desenvolupament d'un mètode d'explicabilitat per Intel·ligència Artificial multimodal en l'àmbit de la salut
(Universitat Politècnica de Catalunya, 2023-02-02)
Bachelor thesis
Open Access
Covenantee: Fundació TIC Salut SocialL’objectiu principal d’aquest treball és explorar els camps de la Intel∙ligència Artificial explicable (XAI per les seves sigles en anglès) i de la Intel∙ligència Artificial multimodal, arribant a desenvolupar un mètode ... -
Design, simulation and in-vivo testing of an invasive graphene neural interface
(Universitat Politècnica de Catalunya, 2022-04-29)
Master thesis
Restricted access - confidentiality agreement
Covenantee: INBRAIN Neuroelectronics -
Detección de efectos del virus Covid19 en imágenes de rayos X mediante redes neuronales
(Universitat Politècnica de Catalunya, 2021-07-12)
Bachelor thesis
Open AccessLa Inteligencia Artificial se ha vuelto una disciplina que trata cualquier ámbito, en este trabajo se ha realizado una aplicación en el ámbito de la salud. Se ha creado un modelo de aprendizaje automático, que clasifica ... -
Digitalización del proceso de control de riesgos en pacientes con trastornos de salud mental que precisan hospitalización
(Universitat Politècnica de Catalunya, 2023-05-16)
Master thesis
Open Access
Covenantee: Hospital Universitari Germans Trias i PujolTraditional psychiatric hospitalization models have been criticized for being restrictive and for violating fundamental rights, which can be counterproductive for long-term patient recovery. In response to this situation, ... -
Electrocardiogrames intel·ligents : implementació en un Microcontrolador
(Universitat Politècnica de Catalunya, 2023-07-18)
Master thesis
Open AccessEl present treball explora la utilització de xarxes neuronals convolucionals (CNN, per les seves sigles en anglès) per a l'anàlisi d'electrocardiogrames (ECG) amb l'objectiu de detectar i classificar arrítmies. Aquesta ... -
Electrocardiographic markers for cognitive decline detection.
(Universitat Politècnica de Catalunya, 2023-02-10)
Master thesis
Open Access
Covenantee: Starlab BarcelonaTechnological and medical advances in recent decades have promoted a lengthening of life expectancy, leading to an increase in age-associated cognitive diseases. As a result, there is a growing interest in efficient and ...