Publicaciones (32) Publicaciones de FRANCISCO CARRILLO PÉREZ

2024

  1. A 3D lung lesion variational autoencoder

    Cell Reports Methods, Vol. 4, Núm. 2

  2. Generation of synthetic whole-slide image tiles of tumours from RNA-sequencing data via cascaded diffusion models

    Nature Biomedical Engineering

  3. SnapperML: A python-based framework to improve machine learning operations

    SoftwareX, Vol. 26

2023

  1. A deep-learning algorithm to classify skin lesions from mpox virus infection

    Nature Medicine, Vol. 29, Núm. 3, pp. 738-747

  2. Comprehensive Pan-cancer Gene Signature Assessment through the Implementation of a Cascade Machine Learning System

    Current Bioinformatics, Vol. 18, Núm. 1, pp. 40-54

  3. Correction: Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection (Cancer Imaging, (2023), 23, 1, (66), 10.1186/s40644-023-00586-3)

    Cancer Imaging

  4. Imaging genomics: data fusion in uncovering disease heritability

    Trends in Molecular Medicine, Vol. 29, Núm. 2, pp. 141-151

  5. Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection

    Cancer Imaging, Vol. 23, Núm. 1

  6. Spatial cellular architecture predicts prognosis in glioblastoma

    Nature Communications, Vol. 14, Núm. 1

  7. Speeding up Simulations for Radiotherapy Research by Means of Machine Learning

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

  8. Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models

    Cell Reports Methods, Vol. 3, Núm. 8

  9. Whole Slide Imaging-Based Prediction of TP53 Mutations Identifies an Aggressive Disease Phenotype in Prostate Cancer

    Cancer Research, Vol. 83, Núm. 17, pp. 2970-2984

2022

  1. Applications of artificial intelligence in dentistry: A comprehensive review

    Journal of Esthetic and Restorative Dentistry, Vol. 34, Núm. 1, pp. 259-280

  2. CIEDE2000 lightness, chroma and hue human gingiva thresholds

    Journal of Dentistry, Vol. 124

  3. Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis

    Journal of Personalized Medicine, Vol. 12, Núm. 4

2021

  1. COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation

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

  2. Color, lightness, chroma, hue, and translucency adjustment potential of resin composites using CIEDE2000 color difference formula

    Journal of Esthetic and Restorative Dentistry, Vol. 33, Núm. 6, pp. 836-843

  3. Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer

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

  4. Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9153-9169

  5. Ensemble Models for Covid Prediction in X-Ray Images

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