Publications (63) MARIA GARCIA GADAÑON publications

2024

  1. An Explainable Deep-Learning Model to Aid in the Diagnosis of Age Related Macular Degeneration

    IFMBE Proceedings

  2. An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals

    Biomedical Signal Processing and Control, Vol. 87

  3. Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading

    Computer Methods and Programs in Biomedicine, Vol. 249

  4. Transfer Learning from the Domain of Diabetic Retinopathy to Aid in the Detection of Age-Related Macular Degeneration

    IFMBE Proceedings

2022

  1. A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry

    Computers in biology and medicine, Vol. 147, pp. 105784

2021

  1. Entropy in brain networks

    Entropy

2020

  1. A robust method for the automatic location of the optic disc and the fovea in fundus images

    Computer Methods and Programs in Biomedicine, Vol. 196

  2. Assessment of airflow and oximetry signals to detect pediatric sleep Apnea-Hypopnea syndrome using AdaBoost

    Entropy, Vol. 22, Núm. 6, pp. 670

  3. Effective fundus image decomposition for the detection of red lesions and hard exudates to aid in the diagnosis of diabetic retinopathy

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-17

  4. XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2020: Libro de actas lit. ed.

    Grupo de Ingeniería Biomédica

2019

  1. Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  2. Combination of global features for the automatic quality assessment of retinal images

    Entropy, Vol. 21, Núm. 3

  3. Entropy rate superpixel classification for automatic red lesion detection in fundus images

    Entropy, Vol. 21, Núm. 4

  4. Evaluación de la información espectral de las señales de flujo aéreo y saturación de oxígeno en sangre para la ayuda al diagnóstico de la apnea del sueño infantil

    Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019

  5. I Jornada para alumnos de trabajo fin de grado (TFG) y trabajo fin de máster (TFM) lit. ed.

    Ediciones Universidad de Valladolid (EdUVa)

  6. Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

2018

  1. Alterations of effective connectivity patterns in mild cognitive impairment: An MEG Study

    Journal of Alzheimer's Disease, Vol. 65, Núm. 3, pp. 843-854

  2. Clasificación de superpíxeles para la detección automática de lesiones rojizas en imágenes de fondo de ojo

    Libro de Actas del XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica

  3. Continuous wavelet transform in the study of the time-scale properties of intracranial pressure in hydrocephalus

    Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 376, Núm. 2126

  4. Evaluación automática de la calidad en retinografías mediante clasificación de características globales de imágenes

    Libro de Actas del XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica