2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC) | March 4, 2022 | Volume: No volume available | Issue: No issue available | Pages: 0159-0162
Objectives/HypothesisUse validated eye‐tracking technology to objectively measure 1) the attentional distraction of facial contour defects after superficial and total parotidectomy and 2) changes in attentional distraction with abdominal dermal fat graft reconstruction.MethodsStandardized frontal and oblique facial images of 16 patients who had undergone superficial or total parotidectomy with or without fat graft reconstruction; four normal controls were obtained. One hundred casual observers were recruited to view these images, and gaze data were collected using a Tobii Pro eye‐tracking system. Gaze durations for predefined facial areas of interest were analyzed using mixed‐effects linear regression to test study hypotheses.ResultsFor frontal images, total parotidectomy increased gaze to the operated parotid area compared to the contralateral nonoperated parotid area (92 milliseconds, 95% confidence interval [CI]: 48‐138 milliseconds, P < .001). Fat grafting normalized the attentional distraction, with no difference in gaze time on the operated parotid region compared to normal control faces (P = .414). For oblique images, total parotidectomy increased gaze to the operated parotid area compared to the contralateral nonoperated parotid area (658 milliseconds, 95% CI: 463‐854 milliseconds, P < .001). Fat grafting normalized this attentional distraction, with no difference in gaze time on the operated parotid region compared to normal control faces (P = .504). In both views, superficial parotidectomy demonstrated no significant attentional distractions, with or without fat grafting.ConclusionsThis eye‐tracking study objectively demonstrates that total parotidectomy results in a facial contour deformity that is distracting to observers, whereas superficial parotidectomy does not. For total parotidectomy, this attentional distraction can be normalized with dermal fat graft reconstruction.Level of Evidence3b Laryngoscope, 131:E124–E131, 2021
Analysis of Abdominal Dermal‐Fat Grafting to Repair Parotidectomy Defects: An 18‐Year Cohort Study
ObjectivesTo assess the outcomes of abdominal dermal‐fat grafting following superficial and total parotidectomy.MethodsA retrospective chart review of parotidectomy patients was performed. Patients were divided into four groups based on surgical extent and grafting status: superficial parotidectomy (SP), superficial parotidectomy with grafting (SPg), total parotidectomy (TP), and total parotidectomy with grafting (TPg). Complication rates and operative times were then compared between surgically matched groups (SP vs. SPg, TP vs. TPg). Complications included graft necrosis, gustatory sweating, first‐bite syndrome, infection, hematoma, sialocele, and seroma. Data was analyzed via chi‐square and two‐sample t testing, logistic regression, and one‐way analysis of variance.ResultsThe cohort consisted of 330 patients: 106 SP (32.12%), 61 SPg (18.48%), 82 TP (24.85%), and 81 TPg (24.55%). No donor site complications occurred. TPg resulted in seven graft necroses (8.64%), and 22 reported gustatory sweating (27.20% vs. 10 TP patients (12.2%), P = 0.016); SPg resulted in two necroses (3.28%). There were no other statistically significant differences in complication rates. Graft recipients receiving adjuvant radiation were more likely to develop necrosis (odds ratio [OR] 4.60, 95% confidence interval [CI], 1.16–18.27, P = .0194). Patients who developed gustatory sweating were 8.38 years younger (95% CI 2.66–14.10, P = 0.002, follow‐up time > 48 days). Grafting did not increase operative times (TP/TPg: mean = 275.91/263.65 minutes, standard error of the mean = 41.96/33.75, P = 0.822).ConclusionAn abdominal dermal‐fat graft is an excellent reconstructive choice for a parotidectomy defect and is not associated with increased complication rates or prolonged operative time.Level of Evidence4 Laryngoscope, 130:2144–2147, 2020
NIMG-16. IMPACT OF SEX DIFFERENCES AND TUMOR LOCATION ON SURVIVAL OUTCOMES IN GLIOBLASTOMA PATIENTS
Abstract We present the case of a 56-yr-old right-handed male, after informed consent was obtained, who presented with acute confusion and agitation, on the background of a remote history of an uncomplicated resection of a left parietal grade 2 glioma. Imaging revealed a large, acute right temporal intracerebral hemorrhage (ICH). Standard vascular workup for the cause of the ICH included catheter angiography. No direct cause of the hemorrhage was revealed; however, a high grade parasagittal dural arteriovenous fistula (DAVF) with cortical venous reflux was noted close to the prior craniotomy site. The venous reflux was towards the left hemisphere, but it was hypothesized that similar reflux on the right side may have been present and was not presently evident due to thrombosis. The DAVF was embolized by endovascular means, followed by evacuation of the hematoma. Follow-up angiogram 7 mo later revealed a high-flow, right superior temporal cortical arteriovenous malformation (AVM). The DAVF unfortunately had also progressed. Endovascular occlusion of both lesions was attempted but was not successful. Subsequently, microsurgical resection for both the vascular malformations was performed with careful pre- and intraoperative planning to obtain a successful clinical and angiographic result. In this video, we summarize diagnostic and therapeutic nuances that have broad implications for the workup of ICH and the strategic management of a unique scenario involving a brain AVM and high-grade cranial dural fistula in the same patient. Prior to each procedure, informed consent was obtained from the patient, which includes consent for publication.
Machine Learning as a Potential Solution for Shift During Stereotactic Brain Surgery