A novel complementation method of an acoustic shadow region utilizing a convolutional neural network for ultrasound-guided therapy

[1]  Ryuji Hamamoto,et al.  Shadow Estimation for Ultrasound Images Using Auto-Encoding Structures and Synthetic Shadows , 2021, Applied Sciences.

[2]  Jeremy Tan,et al.  Automatic Shadow Detection in 2D Ultrasound Images , 2018, DATRA/PIPPI@MICCAI.

[3]  Ahmed Atwan,et al.  Current trends in medical image registration and fusion , 2016 .

[4]  Rohit Singla,et al.  Acoustic Shadow Detection: Study and Statistics of B-Mode and Radiofrequency Data. , 2019, Ultrasound in medicine & biology.

[5]  S. Flatters Characterization of a model of persistent postoperative pain evoked by skin/muscle incision and retraction (SMIR) , 2008, PAIN®.

[6]  Mamoru Mitsuishi,et al.  Remote Ultrasound Diagnostic System (RUDS) , 2014, J. Robotics Mechatronics.

[7]  Naoki Matsumoto,et al.  Development of bed-type ultrasound diagnosis and therapeutic robot , 2019, 2019 IEEE International Conference on Cyborg and Bionic Systems (CBS).

[8]  D. Louis Collins,et al.  An automatic geometrical and statistical method to detect acoustic shadows in intraoperative ultrasound brain images , 2010, Medical Image Anal..

[9]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[10]  Wen-Hong Zhu,et al.  Image-guided control of a robot for medical ultrasound , 2002, IEEE Trans. Robotics Autom..

[11]  Mamoru Mitsuishi,et al.  Integration of diagnostics and therapy by ultrasound and robot technology , 2010, 2010 International Symposium on Micro-NanoMechatronics and Human Science.

[12]  Norihiro Koizumi,et al.  Method for Extracting Acoustic Shadows to Construct an Organ Composite Model in Ultrasound Images , 2018, 2018 15th International Conference on Ubiquitous Robots (UR).

[13]  J. Kennedy High-intensity focused ultrasound in the treatment of solid tumours , 2005, Nature Reviews Cancer.

[14]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[15]  Jeff Powers,et al.  Medical ultrasound systems , 2011, Interface Focus.

[16]  Hassan Mostafavi,et al.  Markerless positional verification using template matching and triangulation of kV images acquired during irradiation for lung tumors treated in breath-hold , 2018, Physics in medicine and biology.

[17]  Andrew Zisserman,et al.  Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.

[18]  Luc Van Gool,et al.  Learned Multi-patch Similarity , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).