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Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging.

, , , , , , , , and . Deep Learning and Convolutional Neural Networks for Medical Image Computing, Springer, (2017)

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation., , , , , , and . MICCAI (1), volume 9349 of Lecture Notes in Computer Science, page 556-564. Springer, (2015)Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering., , , , , , , , and . KDD, page 4156-4165. ACM, (2023)TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays., , , , and . CVPR, page 9049-9058. Computer Vision Foundation / IEEE Computer Society, (2018)Analysis of kernel method for surface curvature estimation., and . CARS, volume 1268 of International Congress Series, page 999-1003. Elsevier, (2004)Detection of benign prostatic hyperplasia nodules in T2W MR images using fuzzy decision forest., , , and . Medical Imaging: Computer-Aided Diagnosis, volume 9785 of SPIE Proceedings, page 978527. SPIE, (2016)Abdominal lymphadenopathy detection using random forest., , , and . Medical Imaging: Computer-Aided Diagnosis, volume 9035 of SPIE Proceedings, page 90351G. SPIE, (2014)A Decomposable Model for the Detection of Prostate Cancer in Multi-parametric MRI., , , , , , , , , and 2 other author(s). MICCAI (2), volume 11071 of Lecture Notes in Computer Science, page 930-939. Springer, (2018)A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans., , , , and . ABDI@MICCAI, volume 8676 of Lecture Notes in Computer Science, page 103-113. Springer, (2014)Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks., , , , , , , and . MICCAI (7), volume 12267 of Lecture Notes in Computer Science, page 710-719. Springer, (2020)Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection., , , , , and . MLMI@MICCAI, volume 10019 of Lecture Notes in Computer Science, page 147-155. (2016)