Deep learning segmentation of general interventional tools in two‐dimensional ultrasound images

Author:

Gillies Derek J.12,Rodgers Jessica R.23,Gyacskov Igor2,Roy Priyanka12,Kakani Nirmal4,Cool Derek W.5,Fenster Aaron1235

Affiliation:

1. Department of Medical Biophysics Western University London OntarioN6A 3K7 Canada

2. Robarts Research Institute Western University London OntarioN6A 3K7 Canada

3. School of Biomedical Engineering Western University London OntarioN6A 3K7 Canada

4. Department of Radiology Manchester Royal Infirmary ManchesterM13 9WL UK

5. Department of Medical Imaging Western University London OntarioN6A 3K7 Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Wiley

Subject

General Medicine

Reference47 articles.

1. Three-dimensional ultrasound imaging

2. BrattainLJ VasilyevNV HoweRD.Enabling 3D Ultrasound Procedure Guidance through Enhanced Visualization. In: Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol 7330 LNCS; 2012:115–124. doi:10.1007/978‐3‐642‐30618‐1_12.

3. Three-dimensional ultrasound imaging

4. Visualisation of needle position using ultrasonography

5. Three-dimensional-guided perineal-based interstitial brachytherapy in cervical cancer: A systematic review of technique, local control and toxicities

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