Statistical shape models for 3D medical image segmentation: a review
T Heimann, HP Meinzer - Medical image analysis, 2009 - Elsevier
Statistical shape models (SSMs) have by now been firmly established as a robust tool for
segmentation of medical images. While 2D models have been in use since the early 1990s …
segmentation of medical images. While 2D models have been in use since the early 1990s …
CT image segmentation methods for bone used in medical additive manufacturing
Aim of the study The accuracy of additive manufactured medical constructs is limited by
errors introduced during image segmentation. The aim of this study was to review the …
errors introduced during image segmentation. The aim of this study was to review the …
CT image segmentation of bone for medical additive manufacturing using a convolutional neural network
Background The most tedious and time-consuming task in medical additive manufacturing
(AM) is image segmentation. The aim of the present study was to develop and train a …
(AM) is image segmentation. The aim of the present study was to develop and train a …
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models
Purpose: Pelvic bone segmentation in CT has always been an essential step in clinical
diagnosis and surgery planning of pelvic bone diseases. Existing methods for pelvic bone …
diagnosis and surgery planning of pelvic bone diseases. Existing methods for pelvic bone …
[BOOK][B] Statistical shape models: understanding and mastering variation in anatomy
In our chapter we are describing how to reconstruct three-dimensional anatomy from
medical image data and how to build Statistical 3D Shape Models out of many such …
medical image data and how to build Statistical 3D Shape Models out of many such …
[CITATION][C] Visualization In Medicine: theory, algorithms, and applications
B Preim - 2007 - books.google.com
Visualization in Medicine is the first book on visualization and its application to problems in
medical diagnosis, education, and treatment. The book describes the algorithms, the …
medical diagnosis, education, and treatment. The book describes the algorithms, the …
[BOOK][B] Visual computing for medicine: theory, algorithms, and applications
Visual Computing for Medicine, Second Edition, offers cutting-edge visualization techniques
and their applications in medical diagnosis, education, and treatment. The book includes …
and their applications in medical diagnosis, education, and treatment. The book includes …
Cascaded statistical shape model based segmentation of the full lower limb in CT
EA Audenaert, J Van Houcke, DF Almeida… - Computer methods in …, 2019 - Taylor & Francis
Image segmentation has become an important tool in orthopedic and biomechanical
research. However, it greatly remains a time-consuming and laborious task. In this …
research. However, it greatly remains a time-consuming and laborious task. In this …
Instantiation and registration of statistical shape models of the femur and pelvis using 3D ultrasound imaging
Statistical shape modelling potentially provides a powerful tool for generating patient-
specific, 3D representations of bony anatomy for computer-aided orthopaedic surgery …
specific, 3D representations of bony anatomy for computer-aided orthopaedic surgery …
Robust statistical shape models for MRI bone segmentation in presence of small field of view
Accurate bone modeling from medical images is essential in the diagnosis and treatment of
patients because it supports the detection of abnormal bone morphology, which is often …
patients because it supports the detection of abnormal bone morphology, which is often …