Publications (59) Idoia Ochoa publications View referenced research data.

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2025

  1. Chipless RFID Tag Detection Based on Continuous Wavelet Transform and Convolutional Neural Networks

    IEEE Transactions on Microwave Theory and Techniques

  2. Pharming: Joint Clonal Tree Reconstruction of SNV and CNA Evolution from Single-Cell DNA Sequencing of Tumors

    Lecture Notes in Computer Science

  3. RAT-CC: A Recurrent Autoencoder for Time-Series Compression and Classification

    IEEE Access, Vol. 13, pp. 51693-51701

  4. Towards a more inductive world for drug repurposing approaches

    Nature Machine Intelligence, Vol. 7, Núm. 3, pp. 495-508

2024

  1. Application of Graph Models to the Identification of Transcriptomic Oncometabolic Pathways in Human Hepatocellular Carcinoma

    Biomolecules, Vol. 14, Núm. 6

  2. Convolutional Neural Networks for Chipless RFID Classification in the Time-Frequency Domain

    IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)

  3. EMVC-2: an efficient single-nucleotide variant caller based on expectation maximization

    Bioinformatics, Vol. 40, Núm. 3

  4. GeNNius: an ultrafast drug-target interaction inference method based on graph neural networks

    Bioinformatics (Oxford, England), Vol. 40, Núm. 1

  5. Hybrid Time-Frequency Domain Architecture for Chipless RFID Readers

    2024 IEEE INC-USNC-URSI Radio Science Meeting (Joint with AP-S Symposium), INC-USNC-URSI 2024 - Proceedings

  6. NetActivity enhances transcriptional signals by combining gene expression into robust gene set activity scores through interpretable autoencoders

    Nucleic Acids Research, Vol. 52, Núm. 9, pp. e44

  7. Single-cell transcriptional profile of CD34+ hematopoietic progenitor cells from del(5q) myelodysplastic syndromes and impact of lenalidomide

    Nature Communications, Vol. 15, Núm. 1

  8. Suitability of machine learning for atrophy and fibrosis development in neovascular age-related macular degeneration

    Acta Ophthalmologica, Vol. 102, Núm. 5, pp. e831-e841

  9. Whole exome sequencing and machine learning germline analysis of individuals presenting with extreme phenotypes of high and low risk of developing tobacco-associated lung adenocarcinoma

    eBioMedicine, Vol. 102

  10. gMCSpy: efficient and accurate computation of genetic minimal cut sets in Python

    Bioinformatics, Vol. 40, Núm. 6

2023

  1. Analysis of Machine Learning Algorithms for USRP-based Smart Chipless RFID Readers

    17th European Conference on Antennas and Propagation, EuCAP 2023

  2. Chipless RFID Tag Implementation and Machine-Learning Workflow for Robust Identification

    IEEE Transactions on Microwave Theory and Techniques, Vol. 71, Núm. 12, pp. 5147-5159

  3. Chipless Wireless Sensor Coupled With Machine Learning for Oil Temperature Monitoring

    IEEE Sensors Journal, Vol. 23, Núm. 18, pp. 21234-21245

  4. Phertilizer: Growing a clonal tree from ultra-low coverage single-cell DNA sequencing of tumors

    PLoS Computational Biology, Vol. 19, Núm. 10

2022

  1. JIND: Joint integration and discrimination for automated single-cell annotation

    Bioinformatics, Vol. 38, Núm. 9, pp. 2488-2495

  2. Nanopore quality score resolution can be reduced with little effect on downstream analysis

    Bioinformatics Advances, Vol. 2, Núm. 1