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Full-Text Articles in Engineering
Pwd-3dnet: A Deep Learning-Based Fully-Automated Segmentation Of Multiple Structures On Temporal Bone Ct Scans, Soodeh Nikan, Kylen Ann Van Osch, Mandolin Li Bartling, Allen Gregory Daniel, Seyed Alireza Rohani, Ben Connors, Sumit Kishore Agrawal, Hanif M. Ladak
Pwd-3dnet: A Deep Learning-Based Fully-Automated Segmentation Of Multiple Structures On Temporal Bone Ct Scans, Soodeh Nikan, Kylen Ann Van Osch, Mandolin Li Bartling, Allen Gregory Daniel, Seyed Alireza Rohani, Ben Connors, Sumit Kishore Agrawal, Hanif M. Ladak
Electrical and Computer Engineering Publications
The temporal bone is a part of the lateral skull surface that contains organs responsible for hearing and balance. Mastering surgery of the temporal bone is challenging because of this complex and microscopic three-dimensional anatomy. Segmentation of intra-temporal anatomy based on computed tomography (CT) images is necessary for applications such as surgical training and rehearsal, amongst others. However, temporal bone segmentation is challenging due to the similar intensities and complicated anatomical relationships among critical structures, undetectable small structures on standard clinical CT, and the amount of time required for manual segmentation. This paper describes a single multi-class deep learning-based pipeline …
Pwd-3dnet: A Deep Learning-Based Fully-Automated Segmentation Of Multiple Structures On Temporal Bone Ct Scans, Western University, London Health Science Centre
Pwd-3dnet: A Deep Learning-Based Fully-Automated Segmentation Of Multiple Structures On Temporal Bone Ct Scans, Western University, London Health Science Centre
Electrical and Computer Engineering Publications
The temporal bone is a part of the lateral skull surface that contains organs responsible for hearing and balance. Mastering surgery of the temporal bone is challenging because of this complex and microscopic three-dimensional anatomy. Segmentation of intra-temporal anatomy based on computed tomography (CT) images is necessary for applications such as surgical training and rehearsal, amongst others. However, temporal bone segmentation is challenging due to the similar intensities and complicated anatomical relationships among crit- ical structures, undetectable small structures on standard clinical CT, and the amount of time required for manual segmentation. This paper describes a single multi-class deep learning-based …
A Virtual-Reality Training Simulator For Cochlear Implant Surgery, Blake Jones, Seyed Alireza Rohani, Nelson Ong, Tarek Tayeh, Hanif M. Ladak, Ahmad Chalabi, Sumit K. Agrawal
A Virtual-Reality Training Simulator For Cochlear Implant Surgery, Blake Jones, Seyed Alireza Rohani, Nelson Ong, Tarek Tayeh, Hanif M. Ladak, Ahmad Chalabi, Sumit K. Agrawal
Electrical and Computer Engineering Publications
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