AIMC Topic: Temporal Bone

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High-accuracy drilling with an image guided light weight robot: autonomous versus intuitive feed control.

International journal of computer assisted radiology and surgery Jul 13, 2017
PURPOSE: Assistance of robotic systems in the operating room promises higher accuracy and, hence, demanding surgical interventions become realisable (e.g. the direct cochlear access). Additionally, an intuitive user interface is crucial for the use o...
Humans Tomography, X-Ray Computed Robotics Surgery, Computer-Assisted Phantoms, Imaging Cochlea Temporal Bone
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Temporal bone radiology report classification using open source machine learning and natural langue processing libraries.

BMC medical informatics and decision making Jun 6, 2016
BACKGROUND: Radiology reports are a rich resource for biomedical research. Prior to utilization, trained experts must manually review reports to identify discrete outcomes. The Audiological and Genetic Database (AudGenDB) is a public, de-identified r...
Humans Machine Learning Natural Language Processing Radiology Databases as Topic Audiology Temporal Bone
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[Deep transfer learning radiomics model based on temporal bone CT for assisting in the diagnosis of inner ear malformations].

Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery Jun 1, 2024
To evaluate the diagnostic efficacy of traditional radiomics, deep learning, and deep learning radiomics in differentiating normal and inner ear malformations on temporal bone computed tomography（CT）. A total of 572 temporal bone CT data were retrosp...
Humans Retrospective Studies Tomography, X-Ray Computed Female Sensitivity and Specificity Radiomics Male Deep Learning ROC Curve Ear, Inner Temporal Bone
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A Deep Learning Algorithm to Identify Anatomical Landmarks on Computed Tomography of the Temporal Bone.

The journal of international advanced otology Oct 1, 2023
BACKGROUND: Petrous temporal bone cone-beam computed tomography scans help aid diagnosis and accurate identification of key operative landmarks in temporal bone and mastoid surgery. Our primary objective was to determine the accuracy of using a deep ...
Algorithms Tomography, X-Ray Computed Deep Learning Image Processing, Computer-Assisted Australia Temporal Bone
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Volumetric Accuracy Analysis of Virtual Safety Barriers for Cooperative-Control Robotic Mastoidectomy.

Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology Dec 1, 2021
HYPOTHESIS: Virtual fixtures can be enforced in cooperative-control robotic mastoidectomies with submillimeter accuracy.
Humans Robotics Robotic Surgical Procedures Ear Canal Temporal Bone Mastoidectomy
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Cadaveric Testing of Robot-Assisted Access to the Internal Auditory Canal for Vestibular Schwannoma Removal.

Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology Mar 1, 2017
HYPOTHESIS: An image-guided robotic system can safely perform the bulk removal of bone during the translabyrinthine approach to vestibular schwannoma (VS).
Humans Tomography, X-Ray Computed Robotics Surgery, Computer-Assisted Cadaver Otologic Surgical Procedures Neuroma, Acoustic Temporal Bone
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