Visualizing Radiologic Connections: An Explainable Coarse-to-Fine Foundation Model with Multiview Mammograms and Associated Reports
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Yuan Gao
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Hong-Yu Zhou
raw_affiliation_strings: School of Biomedical Engineering, Tsinghua Medicine, Tsinghua University, Beijing, China
Department of Biomedical Informatics, Harvard Medical School, Boston, USA
raw_author_name: Xin Wang
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Antonio Portaluri
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Tianyu Zhang
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, the Netherlands
raw_author_name: Regina Beets-Tan
raw_affiliation_strings: Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, the Netherlands
raw_author_name: Luyi Han
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Chunyao Lu
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Laura Estacio
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, the Netherlands
raw_author_name: Anna D’Angelo
raw_affiliation_strings: Department of Diagnostic Imaging, Oncological Radiotherapy and Hematology, Fondazione Policlinico Universitario" A. Gemelli" IRCCS, Rome, Italy
raw_author_name: Stephan Ursprung
raw_affiliation_strings: Department of Diagnostic and Interventional Radiology, University of Tübingen, Tübingen, Germany
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Diagnostic and Interventional Radiology,                     University of Tübingen, Tübingen, Germany
raw_author_name: Yizhou Yu
raw_affiliation_strings: Department of Computer Science, The University of Hong Kong, Pokfulam, Hong Kong
raw_author_name: Jonas Teuwen
raw_affiliation_strings: Department of Radiation Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiation Oncology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
raw_author_name: Tao Tan
raw_affiliation_strings: Faculty of Applied Sciences, Macao Polytechnic University, Macao, China
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands
Faculty of Applied Sciences, Macao Polytechnic University, 999078, Macao, China
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
raw_author_name: Ritse Mann
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
Department of Radiology, the Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, the Netherlands
Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, the Netherlands