Merlin: a computed tomography vision–language foundation model and dataset
Louis Blankemeier, Ashwin Kumar, Joseph Paul Cohen, Jiaming Liu, Longchao Liu, Dave Van Veen, Syed Jamal Safdar Gardezi, Hongkun Yu, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Reis, Robbie Holland, César Augusto Madid Truyts, Christian Bluethgen, Yufu Wu, Long Lian, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei‐Hung Weng, Edson Amaro Junior, Neera Ahuja, Jason Fries, Nigam H. Shah, Greg Zaharchuk, Marc Willis, Adam Yala, Andrew Johnston, Robert D. Boutin, Andrew L. Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari
Topics & Concepts
Computed tomographyFoundation (evidence)Computer scienceArtificial intelligenceTomographyGeologyComputer visionComputed tomography laser mammographyMedical imagingData miningMultimodal Machine Learning ApplicationsImage Retrieval and Classification TechniquesDomain Adaptation and Few-Shot Learning