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@joanagoncalveslab

Gonçalves lab @ TU Delft

Computational Molecular Biomedicine, Algorithmics, Machine Learning

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  1. ELISL ELISL Public

    ELISL: Early-Late Synthetic Lethality Prediction in Cancer by Tepeli YI, Seale C, Gonçalves JP (bioRxiv 2022, Bioinformatics 2023)

    Python 6

  2. SNMF SNMF Public

    SNMF: Integrated Learning of Mutational Signatures and Prediction of DNA Repair Deficiencies by Goossens S, Tepeli YI, Seale C, and Gonçalves JP (bioRxiv 2024)

    Jupyter Notebook 2

  3. XCRISP XCRISP Public

    X-CRISP: Domain-Adaptable and Interpretable CRISPR Repair Outcome Prediction by Seale C and Gonçalves JP (Bioinformatics Advances 2025)

    Jupyter Notebook 2 2

  4. SBSL SBSL Public

    SBSL: Selection Bias-resilient Synthetic Lethality prediction models by Seale CF, Tepeli YI, Gonçalves JP (Bioinformatics 2022)

    R 1 1

  5. DCAST DCAST Public

    DCAST: Diverse Class-Aware Self-Training for Fairer Learning by Tepeli YI and Gonçalves JP (arXiv 2024)

    Python 1

  6. Metric-DST Metric-DST Public

    Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning by Tepeli YI, de Wolf M, and Gonçalves JP (arXiv 2024)

    Python 1

Repositories

Showing 8 of 8 repositories
  • SNMF Public

    SNMF: Integrated Learning of Mutational Signatures and Prediction of DNA Repair Deficiencies by Goossens S, Tepeli YI, Seale C, and Gonçalves JP (bioRxiv 2024)

    joanagoncalveslab/SNMF’s past year of commit activity
    Jupyter Notebook 2 BSD-2-Clause 0 0 0 Updated Feb 26, 2026
  • Metric-DST Public

    Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning by Tepeli YI, de Wolf M, and Gonçalves JP (arXiv 2024)

    joanagoncalveslab/Metric-DST’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Jan 23, 2026
  • SigDyn Public

    SigDyn: single-cell mutational signature dynamics, by Costa SB and Gonçalves JP (bioRxiv 2026)

    joanagoncalveslab/SigDyn’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Jan 23, 2026
  • XCRISP Public

    X-CRISP: Domain-Adaptable and Interpretable CRISPR Repair Outcome Prediction by Seale C and Gonçalves JP (Bioinformatics Advances 2025)

    joanagoncalveslab/XCRISP’s past year of commit activity
    Jupyter Notebook 2 GPL-3.0 2 0 0 Updated Jan 23, 2026
  • MUSICiAn Public

    MUSICiAn: Genome-wide Identification of Genes Involved in DNA Repair via Control-Free Mutational Spectra Analysis by Seale CF, Barazas M, van Schendel R, Tijsterman M, and Gonçalves JP (NAR Genomics and Bioinformatics 2025)

    joanagoncalveslab/MUSICiAn’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Oct 10, 2025
  • SBSL Public

    SBSL: Selection Bias-resilient Synthetic Lethality prediction models by Seale CF, Tepeli YI, Gonçalves JP (Bioinformatics 2022)

    joanagoncalveslab/SBSL’s past year of commit activity
    R 1 GPL-3.0 1 0 0 Updated Feb 17, 2025
  • DCAST Public

    DCAST: Diverse Class-Aware Self-Training for Fairer Learning by Tepeli YI and Gonçalves JP (arXiv 2024)

    joanagoncalveslab/DCAST’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Jul 31, 2024
  • ELISL Public

    ELISL: Early-Late Synthetic Lethality Prediction in Cancer by Tepeli YI, Seale C, Gonçalves JP (bioRxiv 2022, Bioinformatics 2023)

    joanagoncalveslab/ELISL’s past year of commit activity
    Python 6 GPL-3.0 0 0 0 Updated Apr 22, 2024

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