Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-Fine Framework and Its Adversarial Examples

Pub Date : 2020-10-29 DOI: 10.1007/978-3-030-13969-8_4 Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, E. Fishman, A. Yuille

Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_1 Jinzheng Cai, Le Lu, F. Xing, Lin Yang

Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_15 Le Zhang, Marco Pereañez, S. Piechnik, S. Neubauer, S. Petersen, Alejandro F Frangi