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Project cooperationUpdated on 12 December 2025

Integrating RNA-seq and Mechanistically Interpretable Machine Learning for Toxicity Prediction

Professor at Ghent University

Ghent, Belgium

About

In the context of New Approach Methodologies (NAMs), our expertise lies in interpretable machine-learning frameworks that integrate chemical structure information with RNA-seq–based transcriptomic dose–response data to predict biological activity in a mechanistically transparent manner.

Topic

  • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-03: Integrating New Approach Methodologies (NAMs) to advance biomedical research and regulatory testing
  • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-06: Support to European Research Area (ERA) action on accelerating New Approach Methodologies (NAMs) to advance biomedical research and testing of medicinal products and medical devices

Type

  • Partner seeks Consortium/Coordinator

Organisation

Ghent University

University

Ghent, Belgium

Similar opportunities

  • Project cooperation

    Expertise in Human-Relevant NAMs and Advanced Safety Assessment:

    • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-03: Integrating New Approach Methodologies (NAMs) to advance biomedical research and regulatory testing

    Dalia de la Fuente

    Postdoc researcher at University of Burgos

    Burgos, Spain

  • Project cooperation

    Expertise in Human-Relevant NAMs and Advanced Safety Assessment

    • Partner seeks Consortium/Coordinator
    • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-03: Integrating New Approach Methodologies (NAMs) to advance biomedical research and regulatory testing

    Laura Gómez Cuadrado

    Head of Biomedicine and Cellular Toxicology at University of Burgos

    Burgos, Spain

  • Project cooperation

    Translational NAMs in pharmacology & toxicology for drug profiling

    • Partner seeks Consortium/Coordinator
    • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-03: Integrating New Approach Methodologies (NAMs) to advance biomedical research and regulatory testing
    • DESTINATION 5: HORIZON-HLTH-2026-01-TOOL-06: Support to European Research Area (ERA) action on accelerating New Approach Methodologies (NAMs) to advance biomedical research and testing of medicinal products and medical devices

    Nikolas Dietis

    Assistant Professor of Pharmacology at University of Cyprus

    Nicosia, Cyprus