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Publications

  1. Kerol Djoumessi , Ziwei Huang, Laura Kuhlewein, Annekatrin Rickmann, Natalia Simon, Lisa M. Koch, Philipp Berens , "An Inherently Interpretable AI model improves Screening Speed and Accuracy for Early Diabetic Retinopathy", Plos Digital Health, Jun 2024.
  2. Kerol Djoumessi , Bubacarr Bah, Laura Kuhlewein, Philipp Berens, Lisa M. Koch , "This actually looks like that: Proto-BagNets for local and global interpretability-by-design", accepted to the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco, October 6-10, 2024.
  3. Julius Gervelmeyer, Sarah Müller, Kerol Djoumessi , David Merle, Simon Clark, Lisa M. Koch, Philipp Berens , "Interpretable-by-design Deep Survival Analysis for Disease Progression Modeling", accepted to the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco, October 6-10, 2024.
  4. Kerol Djoumessi , Indu Ilanchezian, Laura Kuhlewein, Hanna Faber, Christian F. Baumgartner, Bubacarr Bah, Philipp Berens, Lisa M. Koch , "Sparse Activations for Interpretable Disease Grading", Proceedings of the 6th Medical Imaging with Deep Learning (MIDL 2023), Nashville USA, July 10-12, 2023. [Oral presentation]
  5. Vianney K. Tchendji Kerol Djoumessi , Yannick F. Yankam , "Dynamic Resource allocations in virtual networks through knapsack problem's dynamic programming solution", Proceedings of the 14th African Conference on Research in Computer Science and Applied Mathematics, Stellenbosch, South Africa, October 12-17, 2018. [Oral presentation]
  6. Mathurin SOH, Jean Romain Kouesso, Kerol Djoumessi , "A Localized Orthographic Corrector for Poorly Endowed National Languages in Cameroon", Proceedings of the First International Conference on Information and Communication Technology for Africa Development (ICT4AD), Yaoundé, Cameroon, January 04-06, 2016.