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From Reports to Relations: Large Language Models for Knowledge Graph Extraction in Digital Pathology
Karthik Prathaban, Farhan Akram, Stefan Klein, Martijn P. A. Starmans
Last updated on Jan 5, 2026
Infrastructure Readiness Assessment for Federated Learning in Medical Imaging across African Sites
Mahlet Birhanu, Aisha Goedhart, Lidia Garrucho, Hakim Achterberg, Karim Lekadir, Martijn P. A. Starmans
Predicting Treatment Response to Neoadjuvant Chemotherapy in High-Grade Osteosarcoma Patients using MRI-Based Radiomics and Deep Learning
Xinyi Wan, Gijsbert M. Kalisvaart, Fariba Tohidinezhad, Douwe J. Spaanderman, Robert Hemke, Jacob J. Visser, Edwin H. G. Oei, Marius Staring, Martijn P. A. Starmans, Stefan Klein, Kirsten van Langevelde
Last updated on Oct 15, 2026
Predicting Treatment Response to Neoadjuvant Chemotherapy in Osteosarcoma Patients using MRI-based Radiomics and Deep Learning
Xinyi Wan, Gijsbert M. Kalisvaart, Fariba Tohidinezhad, Douwe J. Spaanderman, Robert Hemke, Jacob J. Visser, Edwin H.G. Oei, Marius Staring, Martijn P.A. Starmans, Stefan Klein, Kirsten van Langevelde
Last updated on Oct 15, 2026
Predicting Treatment Response to Neoadjuvant Chemotherapy in Osteosarcoma Patients using MRI-based Radiomics and Deep Learning
Xinyi Wan, Gijsbert M. Kalisvaart, Fariba Tohidinezhad, Douwe J. Spaanderman, Robert Hemke, Jacob J. Visser, Edwin H. G. Oei, Marius Staring, Martijn P. A. Starmans, Stefan Klein, Kirsten van Langevelde
Last updated on Oct 15, 2026
Structured Clinical Data Extraction from Free-Text Reports with Large Language Models (LLMs): From Benchmarking to Knowledge Graphs
Karthik Prathaban, Douwe J. Spaanderman, Farhan Akram, Stefan Klein, Martijn P.A. Starmans
Last updated on Oct 15, 2026
AI in Radiological Imaging of Soft-Tissue and Bone Tumours: A Systematic Review Evaluating Against CLAIM and FUTURE-AI Guidelines
Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan, Andrew F. Scarsbrook, Philip Robinson, Edwin H. G. Oei, Jacob J. Visser, Robert Hemke, Kirsten van Langevelde, David F. Hanff, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grünhagen, Wiro J. Niessen, Stefan Klein, M. P. A. Starmans
Last updated on Oct 15, 2026
Automated AI-Based Segmentation of Colorectal Liver Metastases: A Discovery Study on Histopathological Whole-Slide Images
Zhen Qian, Faber Pas, Michael A. de Leeuw, Stefan Klein, Michail Doukas, Peter Vermeulen, Dirk J. Grünhagen, Cornelis Verhoef, Martijn P. A. Starmans
Last updated on Oct 15, 2026
Automated method design for cancer image classification by Differential Evolution and Ensembling
Natalia Oviedo Acosta, Stefan Klein, Martijn P. A. Starmans
Early health technology assessment for an artificial intelligence tool to detect incidental pulmonary embolisms on computed tomography
E. H. M. Kemper, K. Redekop, F. Vos, M. IJzerman, M. P. A. Starmans, J. J. Visser
Last updated on Oct 15, 2026