scholarly journals Anatomical Region Segmentation for Objective Surgical Skill Assessment with Operating Room Motion Data

2017 ◽  
Vol 78 (06) ◽  
pp. 490-496 ◽  
Author(s):  
Randall Bly ◽  
R. Harbison ◽  
Ian Humphreys ◽  
Mark Whipple ◽  
Blake Hannaford ◽  
...  
Keyword(s):  
Skull Base ◽  
Foramen Magnum ◽  
Human Interaction ◽  
Skill Assessment ◽  
Sinus Surgery ◽  
Region Segmentation ◽  
Surgical Skill Assessment ◽  
Anatomical Region ◽  
Motion Data ◽  
Left And Right

Background Most existing objective surgical motion analysis schemes are limited to structured surgical tasks or recognition of motion patterns for certain categories of surgeries. Analyzing instrument motion data with respect to anatomical structures can break the limit, and an anatomical region segmentation algorithm is required for the analysis. Methods An atlas was generated by manually segmenting the skull base into nine regions, including left/right anterior/posterior ethmoid sinuses, frontal sinus, left and right maxillary sinuses, nasal airway, and sphenoid sinus. These regions were selected based on anatomical and surgical significance in skull base and sinus surgery. Six features, including left and right eye center, nasofrontal beak, anterior tip of nasal spine, posterior edge of hard palate at midline, and clival body at foramen magnum, were used for alignment. The B-spline deformable registration was adapted to fine tune the registration, and bony boundaries were automatically extracted for final precision improvement. The resultant deformation field was applied to the atlas, and the motion data were clustered according to the deformed atlas. Results Eight maxillofacial computed tomography scans were used in experiments. One was manually segmented as the atlas. The others were segmented by the proposed method. Motion data were clustered into nine groups for every dataset and outliers were filtered. Conclusions The proposed algorithm improved the efficiency of motion data clustering and requires limited human interaction in the process. The anatomical region segmentations effectively filtered out the portion of motion data that are out of surgery sites and grouped them according to anatomical similarities.

scholarly journals Endoscopic Endonasal Surgical Strategy for Skull Base Chordomas Based on Tumor Growth Directions: Surgical Outcomes of 167 Patients During 3 Years

2021 ◽  
Vol 11 ◽  
Author(s):  
Jiwei Bai ◽  
Mingxuan Li ◽  
Yujia Xiong ◽  
Yutao Shen ◽  
Chunhui Liu ◽  
...  
Keyword(s):  
Tumor Growth ◽  
Skull Base ◽  
Growth Pattern ◽  
Jugular Foramen ◽  
Foramen Magnum ◽  
Surgical Strategy ◽  
Validation Group ◽  
Endoscopic Endonasal ◽  
Left And Right ◽  
Skull Base Chordomas

BackgroundSkull base chordomas (SBCs) are rare malignant bone tumors with dismal long-term local control. Endoscopic endonasal surgeries (EESs) are increasingly adopted to resect SBCs recently. Gross total resection (GTR) favors good outcomes. However, the SBCs often invade the skull base extensively and hide behind vital neurovascular structures; the tumors were challenging to remove entirely. To improve the GTR, we established a surgical strategy for EES according to the tumor growth directions.MethodsA total of 112 patients with SBCs from 2018 to 2019 were classified into the derivation group. We retrospectively analyzed their radiologic images and operation videos to find the accurate tumor locations. By doing so, we confirmed the tumor growth directions and established a surgical strategy. Fifty-five patients who were operated on in 2020 were regarded as the validation group, and we performed their operations following the surgical strategy to verify its value.ResultsIn the derivation group, 78.6% of SBCs invade the dorsum sellae and posterior clinoid process region. 62.5% and 69.6% of tumors extend to the left and right posterior spaces of cavernous ICA, respectively. 59.8% and 61.6% of tumors extend to the left and right posterior spaces of paraclival and lacerum ICA (pc-la ICA), respectively. 30.4% and 28.6% of tumors extended along the left and right petroclival fissures that extend toward the jugular foramen, respectively. 30.4% of tumors involved the foramen magnum and craniocervical junction region. The GTR was achieved in 60.8% of patients with primary SBCs in the derivation group. Based on the tumors’ growth pattern, pituitary transposition and posterior clinoidectomy techniques were adopted to resect tumors that hid behind cavernous ICA. Paraclival ICA transposition was used when the tumor invaded the posterior spaces of pc-la ICA. Lacerum fibrocartilage resection and eustachian tube transposition may be warranted to resect the tumors that extended to the jugular foramen. GTR was achieved in 75.0% of patients with primary SBCs in the validation group.ConclusionBesides the midline clival region, the SBCs frequently grow into the eight spaces mentioned above. The surgical strategy based on the growth pattern contributes to increasing the GTR rate.

scholarly journals Atlas Based Anatomical Region Segmentation for Minimally Invasive Skull Base Surgery Objective Motion Analysis

2017 ◽  
Vol 78 (S 01) ◽  
pp. S1-S156
Author(s):  
Yangming Li ◽  
Richard Harbison ◽  
Randall Bly ◽  
Ian Humphreys ◽  
Blake Hannaford ◽  
...  
Keyword(s):  
Minimally Invasive ◽  
Skull Base ◽  
Motion Analysis ◽  
Skull Base Surgery ◽  
Region Segmentation ◽  
Anatomical Region

Endoscopic sinus surgery the art of new era

2018 ◽  
Vol 9 (SPL1) ◽  
Author(s):  
Wasam A Albusalih
Keyword(s):  
Skull Base ◽  
Endoscopic Sinus Surgery ◽  
Chronic Infection ◽  
Malignant Tumour ◽  
Sinus Surgery ◽  
Skull Base Tumor ◽  
Short Hospital Stay ◽  
Gland Tumor ◽  
New Era ◽  
Skull Base Defect

Endoscopic sinus surgery is one of the fastest technique for treatment of sinonasal diseases which includes acute and chronic infection and resection of benign and malignant tumour; soon it extend for management of more deep area and deal with lesions in the pterygopalatine and infratemporal fossae then extended for management of skull base tumor which include pituitary gland tumor clival tumor and skull base defect leading to csf rhinorrea and its complications…in this lecture i cited the success which achieved in Diwanyia teaching hospital in this growing branch of medicine and illustrate some of my procedures pre and postoperatively with brief discussion for each.Endoscopic sinus surgery and its extended applications now play a major role in management of sinonasal And Skull base diseases with minimum complications and short hospital stay without the need for external devastating approach.

Histology of the vertebral artery–dural junction: relevance to posterolateral approaches to the skull base

2019 ◽  
pp. 1-6
Author(s):  
Robert C. Rennert ◽  
Martin P. Powers ◽  
Jeffrey A. Steinberg ◽  
Takanori Fukushima ◽  
John D. Day ◽  
...  
Keyword(s):  
Connective Tissue ◽  
Vertebral Artery ◽  
Skull Base ◽  
Histological Analysis ◽  
Foramen Magnum ◽  
Entry Site ◽  
Microsurgical Technique ◽  
Vessel Injury ◽  
Far Lateral ◽  
Clear Delineation

OBJECTIVEThe far-lateral and extreme-lateral infrajugular transcondylar–transtubercular exposure (ELITE) and extreme-lateral transcondylar transodontoid (ELTO) approaches provide access to lesions of the foramen magnum, inferolateral to mid-clivus, and ventral pons and medulla. A subset of pathologies in this region require manipulation of the vertebral artery (VA)–dural interface. Although a cuff of dura is commonly left on the VA to avoid vessel injury during these approaches, there are varying descriptions of the degree of VA-dural separation that is safely achievable. In this paper the authors provide a detailed histological analysis of the VA-dural junction to guide microsurgical technique for posterolateral skull base approaches.METHODSAn ELITE approach was performed on 6 preserved adult cadaveric specimens. The VA-dural entry site was resected, processed for histological analysis, and qualitatively assessed by a neuropathologist.RESULTSHistological analysis demonstrated a clear delineation between the intima and media of the VA in all specimens. No clear plane was identified between the connective tissue of the dura and the connective tissue of the VA adventitia.CONCLUSIONSThe VA forms a contiguous plane with the connective tissue of the dura at its dural entry site. When performing posterolateral skull base approaches requiring manipulation of the VA-dural interface, maintenance of a dural cuff on the VA is critical to minimize the risk of vascular injury.

Anatomic Variations of Ethmoid Roof and Risk of Skull Base Injury in Endoscopic Sinus Surgery: Statistical Correlations

2021 ◽  
pp. 194589242110205
Author(s):  
Gian Luca Fadda ◽  
Alessio Petrelli ◽  
Federica Martino ◽  
Giovanni Succo ◽  
Paolo Castelnuovo ◽  
...  
Keyword(s):  
Skull Base ◽  
Endoscopic Sinus Surgery ◽  
Horizontal Plane ◽  
Uncinate Process ◽  
Cribriform Plate ◽  
Sinus Surgery ◽  
Evaluation Methodology ◽  
Anatomic Variations ◽  
Imaging Evaluation ◽  
Plane Passing

Background Recent developments in endoscopic sinus surgery (ESS) have increased the need to investigate the complex anatomic variations in the ethmoid roof and skull base, to inform the surgeon about the risk of damaging these crucial areas during ESS. Objective To offer a detailed description of sinus anatomy focusing on the key surgical landmarks in ESS and frontal recess surgery to standardize a systematic approach during the preoperative sinuses imaging evaluation. Methodology: A total of 220 computed tomography (CT) scans were reviewed to obtain six sets of measurements: the depth of the cribriform plate (CP); the length of the lateral lamella of the cribriform plate (LLCP); the angle formed by the LLCP and the continuation of the horizontal plane passing through the CP; the position of the anterior ethmoidal artery (AEA) at the skull base; the extent of frontal sinus pneumatization (FSP); the type of superior attachment of the uncinate process (SAUP). Results The length of the LLCP was statistically significantly correlated with the different Keros classification types, the angle formed by the LLCP with the continuation of the horizontal plane passing through the CP, and with the AEA position at the skull base. The depth of the olfactory fossa was correlated with FSP. Conclusions According to the Keros and Gera classifications, the data obtained from these evaluations allow the assessment of anatomic-radiological risk profiles and can help identify those patients who are high risk for ethmoid roof injury.

scholarly journals Automation of surgical skill assessment using a three-stage machine learning algorithm

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Joël L. Lavanchy ◽  
Joel Zindel ◽  
Kadir Kirtac ◽  
Isabell Twick ◽  
Enes Hosgor ◽  
...  
Keyword(s):  
Machine Learning ◽  
Learning Algorithm ◽  
Surgical Skills ◽  
Adverse Outcomes ◽  
Machine Learning Algorithms ◽  
Surgical Instruments ◽  
Skill Assessment ◽  
Surgical Skill ◽  
Surgical Skill Assessment ◽  
Motion Features

AbstractSurgical skills are associated with clinical outcomes. To improve surgical skills and thereby reduce adverse outcomes, continuous surgical training and feedback is required. Currently, assessment of surgical skills is a manual and time-consuming process which is prone to subjective interpretation. This study aims to automate surgical skill assessment in laparoscopic cholecystectomy videos using machine learning algorithms. To address this, a three-stage machine learning method is proposed: first, a Convolutional Neural Network was trained to identify and localize surgical instruments. Second, motion features were extracted from the detected instrument localizations throughout time. Third, a linear regression model was trained based on the extracted motion features to predict surgical skills. This three-stage modeling approach achieved an accuracy of 87 ± 0.2% in distinguishing good versus poor surgical skill. While the technique cannot reliably quantify the degree of surgical skill yet it represents an important advance towards automation of surgical skill assessment.

scholarly journals A black mass at skull base – Foramen magnum melanocytic meningioma

2021 ◽  
Vol 23 ◽  
pp. 100899
Author(s):  
Udaykumar Badhe ◽  
Rohit Balasubramanian ◽  
Shriram Varadhrajan ◽  
R. Subramaniam
Keyword(s):  
Skull Base ◽  
Foramen Magnum

scholarly journals Foramen Magnum Stenosis in Achondroplasia

2021 ◽  
Vol 8 (4) ◽  
Author(s):  
Choayb S ◽  
◽  
Adil H ◽  
El Haddad S ◽  
◽  
...  
Keyword(s):  
Sudden Death ◽  
Skull Base ◽  
Short Stature ◽  
Skeletal Dysplasia ◽  
Endochondral Ossification ◽  
Foramen Magnum ◽  
Severe Complication ◽  
Occipital Bone ◽  
Severe Morbidity ◽  
Cervicomedullary Junction

Achondroplasia is the most common hereditary skeletal dysplasia and is characterized by disproportionately short stature with rhizomelic short extremities [1]. The skull features include a narrowed foramen magnum, short skull base, and clivus [2]. Foramen magnum stenosis is a characteristic funding, secondary to an abnormal placement and premature fusion of the posterior synchondroses [1]. The second factor responsible for stenosis is a defect in endochondral ossification in the basiocciput that may result in an extension of the squamous occipital bone [2]. It can cause hydrocephalus and prominent emissary and meningeal veins (Figure 1). Figure 1: Sagittal T1WI revealing a narrowed stenosis of the foramen magnum and compression of the cervicomedullary junction. The most severe complication is the compression of the cervicomedullary junction, associated with severe morbidity and sudden death in younger children [1].

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