Publications (145) Publications de IGNACIO ÁLVAREZ ILLÁN

2024

  1. A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson’s Disease

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning

    International Journal of Neural Systems, Vol. 34, Núm. 8

  3. CSF proteomics identifies early changes in autosomal dominant Alzheimer's disease

    Cell, Vol. 187, Núm. 22, pp. 6309-6326.e15

  4. Genome sequence analyses identify novel risk loci for multiple system atrophy

    Neuron, Vol. 112, Núm. 13, pp. 2142-2156.e5

  5. Genome-wide analyses reveal a potential role for the MAPT, MOBP, and APOE loci in sporadic frontotemporal dementia

    American Journal of Human Genetics, Vol. 111, Núm. 7, pp. 1316-1329

  6. Is SH3GL2 p.G276V the Causal Functional Variant Underlying Parkinson's Disease Risk at this Locus?

    Movement Disorders

  7. Levodopa-Induced Dyskinesias are Frequent and Impact Quality of Life in Parkinson's Disease: A 5-Year Follow-Up Study

    Movement Disorders Clinical Practice, Vol. 11, Núm. 7, pp. 830-849

2023

  1. Author Correction: Elucidating causative gene variants in hereditary Parkinson’s disease in the Global Parkinson’s Genetics Program (GP2) (npj Parkinson's Disease, (2023), 9, 1, (100), 10.1038/s41531-023-00526-9)

    npj Parkinson's Disease

  2. Connected system for monitoring electrical power transformers using thermal imaging

    Integrated Computer-Aided Engineering, Vol. 30, Núm. 4, pp. 353-368

  3. Defining the causes of sporadic Parkinson’s disease in the global Parkinson’s genetics program (GP2)

    npj Parkinson's Disease, Vol. 9, Núm. 1

  4. Erratum: Comparative Analysis of Alzheimer's Disease Cerebrospinal Fluid Biomarkers Measurement by Multiplex SOMAscan Platform and Immunoassay-Based Approach (Journal of Alzheimer's Disease (2022) 89 (193–207) DOI: 10.3233/JAD-220399)

    Journal of Alzheimer's Disease

  5. Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease

    npj Parkinson's Disease, Vol. 9, Núm. 1

2022

  1. Comparative Analysis of Alzheimer's Disease Cerebrospinal Fluid Biomarkers Measurement by Multiplex SOMAscan Platform and Immunoassay-Based Approach

    Journal of Alzheimer's Disease, Vol. 89, Núm. 1, pp. 193-207

  2. Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities

    Information Fusion, Vol. 66, pp. 198-212

2020

  1. Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning

    Information Fusion, Vol. 58, pp. 153-167

  2. Estimating the Severity of Alzheimer's Disease using Convolutional Neural Networks and Magnetic Resonance Imaging Data

    2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020

  3. Granger causality-based information fusion applied to electrical measurements from power transformers

    Information Fusion, Vol. 57, pp. 59-70

  4. Optimized one vs one approach in multiclass classification for early alzheimer's disease and mild cognitive impairment diagnosis

    IEEE Access, Vol. 8, pp. 96981-96993

2019

  1. Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets

    Advances in Intelligent Systems and Computing