Computational Methods and Clinical Applications in Musculoskeletal Imaging: 6th International Workshop, Mski 2018, Held in Conjunction with Miccai 201

ISBN-13: 9783030111656 / Angielski / Miękka / 2019 / 153 str.

Tomaz Vrtovec; Jianhua Yao; Guoyan Zheng

Spis treści

Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images.- Fully automatic teeth segmentation in adult OPG images.- Fully Automatic Planning of Total Shoulder Arthroplasty without Segmentation: A Deep Learning Based Approach.- Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images.- Pelvis segmentation using multi-pass U-net and iterative shape estimation.- Bone Adaptation as Level Set Motion.- Landmark Localisation in Radiographs Using Weighted Heatmap Displacement Voting.- Perthes Disease Classification Using Shape and Appearance Modelling.- Deep Learning Based Rib Centerline Extraction and Labeling.- Automatic Wrist Fracture Detection From Posteroanterior and Lateral Radiographs: A Deep Learning-Based Approach.- Bone Reconstruction and Depth Control During Laser Ablation.- Automated Dynamic 3D Ultrasound Assessment of Developmental Dysplasia of the Infant Hip.- Automated Measurement of Pelvic Incidence from X-Ray Images.