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Deep-learning characterization and quantification of COVID-19 pneumonia lesions from chest CT images.

, , , , , , , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 12033 of SPIE Proceedings, SPIE, (2022)

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Pull-push level sets: a new term to encode prior knowledge for the segmentation of teeth images., , and . Medical Imaging: Image Processing, volume 5747 of SPIE Proceedings, SPIE, (2005)Advances in Texture Analysis for Emphysema Classification., , , , , and . CIARP (2), volume 8259 of Lecture Notes in Computer Science, page 214-221. Springer, (2013)Emphysema classification using a multi-view convolutional network., , and . ISBI, page 519-522. IEEE, (2018)Targeting Precision with Data Augmented Samples in Deep Learning., and . MICCAI (6), volume 11769 of Lecture Notes in Computer Science, page 284-292. Springer, (2019)LiftReg: Limited Angle 2D/3D Deformable Registration., , , and . MICCAI (6), volume 13436 of Lecture Notes in Computer Science, page 207-216. Springer, (2022)Bronchial Cartilage Assessment with Model-Based GAN Regressor., , and . MICCAI (6), volume 11769 of Lecture Notes in Computer Science, page 357-365. Springer, (2019)A CT Scan Harmonization Technique to Detect Emphysema and Small Airway Diseases., and . RAMBO+BIA+TIA@MICCAI, volume 11040 of Lecture Notes in Computer Science, page 180-190. Springer, (2018)MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data., , , , , and . TIA@MICCAI, volume 12502 of Lecture Notes in Computer Science, page 118-129. Springer, (2020)uniGradICON: A Foundation Model for Medical Image Registration., , , , , , , and . MICCAI (2), volume 15002 of Lecture Notes in Computer Science, page 749-760. Springer, (2024)GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency., , , , , and . CoRR, (2022)