publications

2026

  1. White Paper
    Neuro-Symbolic AI Approaches in Medicine: Opportunities and Challenges (White Paper)
    Janna Hastings, Ernesto Jimenez-Ruiz, Alessandra Mileo, and 15 more authors
    In preparation, 2026

2025

  1. Dagstuhl
    Seminar 25291 on (Actual) Neurosymbolic AI: Combining Deep Learning and Knowledge Graphs
    Pascal Hitzler, Cogan Matthew Shimizu, Daria Stepanova, and 2 more authors
    Dagstuhl Reports, 2025
  2. Boxology
    A Boxology-Based Analysis of Design Patterns for Neuro-Symbolic Medical Decision Making Systems
    Chi Him Ng, Annette Teije, and Frank Harmelen
    In Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part I, 2025
    DOI PDF

2023

  1. NeSy Wave
    Neurosymbolic AI: the 3rd wave
    Artur Garcez and Luı́s C. Lamb
    Artif. Intell. Rev., 2023
    DOI PDF