Publications of Megan Schuurmans

Papers in international journals

1. N. Alves, M. Schuurmans, D. Rutkowski, A. Saha, P. Vendittelli, N. Obuchowski, M. Liedenbaum, I. Haldorsen, A. Molven, D. Yakar, J. Geerdink, S. van Koeverden, D. Riviere, W. Venderink, R. de Haas, N. Kim, J. Löhr, G. Suman, K. Maier-Hein, H. Hahn, W. Wang, A. Yuille, A. Kambadakone, E. Fishman, C. Verbeke, G. Litjens, J. Hermans, H. Huisman, N. Alves, M. Schuurmans, A. Saha, P. Vendittelli, G. Litjens, J. Hermans, H. Huisman, D. Riviere, W. Venderink, S. van Koeverden, D. Rutkowski, M. Liedenbaum, I. Haldorsen, A. Molven, D. Yakar, R. de Haas, J. Geerdink, J. Veltman, A. Yuille, A. Kambadakone, C. Verbeke, C. Matos, E. Fishman, G. Suman, H. Hahn, K. Maier-Hein, J. Löhr, N. Kim, N. Obuchowski, S. Gallinger, W. Wang, A. Stunt, H. Liu, R. Gao, S. Grbic, Z. Deng, Y. He, Y. Shi, R. Vétil, N. Debs, C. Abi-Nader, A. Bône, M. Rohé, C. Yu, J. Ma, T. Fu, B. Wang, A. Bezuidenhout, A. Huber, A. Liguori, A. Korchi, A. Ponsiglione, A. Schulz, A. Stanzione, A. Minieri, B. Chen, C. Maino, C. Triantopoulou, D. Christodoulou, D. Geisel, D. Koh, E. Boffa, E. Boninsegna, E. Genco, E. Soloff, E. Lettieri, F. Omboni, F. Castagnoli, F. Prato, F. Wessels, G. Avesani, G. Porrello, G. Brembilla, G. Morana, G. Zamboni, G. di Costanzo, G. Juliusson, H. Jenssen, H. Zandvoort, J. Pijls, J. Prince, K. De Paepe, K. Petrovic, L. van Valkenhoef, L. Fortuna, L. Mannacio, M. Engelbrecht, M. Chincarini, M. Dioguardi Burgio, M. Zerunian, M. Imbriaco, M. Bariani, M. Bonatti, M. Ronot, N. Norstedt, N. Kurt, N. Patel, P. Sbeghen, P. Patel, P. Bonaffini, R. Mucelli, R. Büyüktoka, R. Geenen, R. Cuocolo, R. Valletta, R. Musella, R. Cannella, R. Dwarkasing, S. Venturini, S. Gourtsoyianni, S. Malekzadeh, U. Tupputi, V. Obmann and V. Liu, "Artificial intelligence and radiologists in pancreatic cancer detection using standard of care CT scans (PANORAMA): an international, paired, non-inferiority, confirmatory, observational study", The Lancet Oncology, 2025.
   DOI PMID
2. M. Schuurmans, A. Saha, N. Alves, P. Vendittelli, D. Yakar, S. Sabroso-Lasa, N. Xue, N. Malats, H. Huisman, J. Hermans and G. Litjens, "End-to-end prognostication in pancreatic cancer by multimodal deep learning: a retrospective, multicenter study", European Radiology, 2025.
   Abstract DOI PMID
3. J.S. Bosma, K. Dercksen, L. Builtjes, R. André, C. Roest, S. Fransen, C. Noordman, M. Navarro-Padilla, J. Lefkes, N. Alves, M. de Grauw, L. van Eekelen, J. Spronck, M. Schuurmans, B. de Wilde, W. Hendrix, W. Aswolinskiy, A. Saha, J. Twilt, D. Geijs, J. Veltman, D. Yakar, M. de Rooij, F. Ciompi, A. Hering, J. Geerdink, H. Huisman, O. behalf of the consortium, M. de Grauw, L. van Eekelen, B. de Wilde, Q. van Lohuizen, M. Stegeman, K. Rutten, I. Smit, G. Stultiens, C. Overduin, M. Rutten, E. Scholten, R. van der Post, K. Grünberg, S. Vos, E. Taken, I. Nagtegaal, A. Mickan, M. Groeneveld, P. Gerke, J. Meakin, M. Looijen-Salamon, T. de Haas, F. Hoitsma, M. D'Amato and M. de Rooij, "The DRAGON benchmark for clinical NLP", npj Digital Medicine, 2025;8.
   Abstract DOI PMID
4. M. Schuurmans, N. Alves, P. Vendittelli, H. Huisman and J. Hermans, "Artificial Intelligence in Pancreatic Ductal Adenocarcinoma Imaging: A Commentary on Potential Future Applications.", Gastroenterology, 2023.
   DOI PMID Cited by ~2
5. N. Alves, M. Schuurmans, G. Litjens, J.S. Bosma, J. Hermans and H. Huisman, "Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography", Cancers, 2022:376.
   Abstract DOI Download Cited by ~31
6. M. Schuurmans, N. Alves, P. Vendittelli, H. Huisman and J. Hermans, "Setting the Research Agenda for Clinical Artificial Intelligence in Pancreatic Adenocarcinoma Imaging", Cancers, 2022:3498.
   Abstract DOI Cited by ~2

Preprints

1. D. Schouten, G. Nicoletti, B. Dille, C. Chia, P. Vendittelli, M. Schuurmans, G. Litjens and N. Khalili, "Navigating the landscape of multimodal AI in medicine: a scoping review on technical challenges and clinical applications", arXiv:2411.03782, 2024.
   Abstract DOI arXiv

Abstracts

1. S. de Jong, N. Alves, M. Schuurmans, J. Hermans and H. Huisman, "Deep Learning for Automatic Contrast Enhancement Phase Detection on Abdominal Computed Tomography", Annual Meeting of the Radiological Society of North America, 2022.
   Abstract
2. M. Schuurmans, N. Alves, H. Huisman and J. Hermans, "Deep Learning for Detection of Iso-attenuating Pancreatic Adenocarcinoma in Computed Tomography", Annual Meeting of the Radiological Society of North America, 2022.
   Abstract

PhD theses

1. M. Schuurmans, "Artificial intelligence for pancreatic cancer guided by clinical need", PhD thesis, 2025.
   Abstract Url