Automatic segmentation of lungs in SPECT images using active shape model trained by meshes delineated in CT images

Keywords

Segmentation, Artificial intelligence, Sørensen–Dice coefficient, Computer science, Computer vision

References

• Metrics for evaluating 3D medical image segmentation: analysis, selection, and toolAbdel Aziz Taha, Allan Hanbury — 2015
• A statistical model-based approach for the automatic quantitative analysis of perfusion gated SPECT studiesSebastián Ordás, S Aguadé, Joan Martí i Castell — 2005
• Grading obstructive lung disease using tomographic pulmonary scintigraphy in patients with chronic obstructive pulmonary disease (COPD) and long-term smokersMarika Bajc, Hanna Markstad, Linnea Jarenbäck — 2014
• Impact of ventilation/perfusion single-photon emission computed tomography on treatment duration of pulmonary embolismAmela Begić, Emina Opanković, Vesna Čukić — 2014
• Active shape model segmentation with optimal featuresBram van Ginneken, Alejandro F. Frangi, Joes Staal — 2002
• Perfusion-Ventilation Lung SPECT Image Analysis System Based on Minimum Cross-Entropy Threshold and Watershed SegmentationYuanlie He, Ping Chen, Yangchun Chen — 2008
• SPECT imaging in the diagnosis of pulmonary embolism: automated detection of match and mismatch defects by means of image-processing techniques.Patrick Reinartz, Hans-Juergen Kaiser, Joachim E. Wildberger — 2006
• Active appearance models: Theory and casesM. Stegmann — 2000
• Statistical models of appearance for computer visionTim Cootes, C. Taylor — 1999

Cited by

• Segmentación automática tridimensional de estructuras pulmonares, en imágenes de tomografía computarizadaMiguel A Vera, Valentín Molina, Yoleidy Huérfano — 2015
• A Novel Approach of Multiple Objects Segmentation Based on Graph CutJiyang Dong, Jian Xue, Shuqiang Jiang — 2018
• Deep learning based automatic segmentation of metastasis hotspots in thorax bone SPECT imagesQiang Lin, Mingyang Luo, Ruiting Gao — 2020

Related papers

• Robust shape based active contour for circle detectionGuopu Zhu, Q. Zeng, C. H. Wang — 2008
• Lip Contour Extraction Using Active Shape Model Based on Energy MinimizationKyung-Shik Jang — 2006
• A Shape-Constraint-Based Active Contour Model.Wen Zhong, Miki Haseyama, Hideo Kitajima — 1999
• An Integrated Region-, Boundary-, Shape-Based Active Contour for Multiple Object Overlap Resolution in Histological ImagerySawal Hamid Md Ali, Anant Madabhushi — 2012
• Creating a 2D Active Shape Model Using itk::ImagePCAShapeModelEstimatorJohn Durkin, David Miller, Kenneth L. Urish — 2011
• Active Contour Models on Image Segmentation:A SurveyLai Jian-huang — 2007
• An Active Learning Approach to Deep Learning Glioma Segmentation from Brain MR ImagesAndrew S. Boehringer, Amirhossein Sanaat, Hossein Arabi — 2022