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Keywords = House–Brackmann scale

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11 pages, 1256 KB  
Article
Retromandibular Anteroparotid Versus Transparotid Approach for Subcondylar Mandibular Fractures: A Retrospective Comparative Study of 80 Cases
by Andrea Battisti, Danilo Di Giorgio, Federica Orsina Ferri, Marco Della Monaca, Benedetta Capasso, Paolo Priore, Valentina Terenzi and Valentino Valentini
J. Clin. Med. 2026, 15(2), 887; https://doi.org/10.3390/jcm15020887 - 21 Jan 2026
Viewed by 492
Abstract
Background/Objectives: Subcondylar mandibular fractures represent a challenging subset of maxillofacial trauma due to their proximity to the temporomandibular joint and the facial nerve. The retromandibular approach can be performed through either an anteroparotid or a transparotid route, but comparative clinical data remain [...] Read more.
Background/Objectives: Subcondylar mandibular fractures represent a challenging subset of maxillofacial trauma due to their proximity to the temporomandibular joint and the facial nerve. The retromandibular approach can be performed through either an anteroparotid or a transparotid route, but comparative clinical data remain limited. This study aimed to evaluate clinical outcomes, complication profiles, and operative parameters associated with the retromandibular anteroparotid versus transparotid approach for open reduction and internal fixation (ORIF) of subcondylar fractures. Methods: A retrospective analysis was conducted on 80 consecutive patients treated for subcondylar mandibular fractures at the Department of Maxillofacial Surgery, Umberto I General Hospital, Sapienza University of Rome, between 2018 and 2025. All patients underwent ORIF via a retromandibular approach (anteroparotid or transparotid) with a minimum follow-up of 6 months. Demographic data, trauma etiology, fracture morphology (classified as simple or complex), associated fractures, surgical approach, fixation details, operative time, hospital stay, and postoperative complications were collected. Facial nerve function was clinically assessed and graded using the House–Brackmann scale. Associations between fracture type, surgical approach, number of plates, and complications were evaluated using Chi-square or Fisher’s exact tests, while operative time was compared using one-way ANOVA and Kruskal–Wallis tests (p < 0.05). Results: The cohort had a mean age of 41.9 years and was predominantly male (67.5%). The anteroparotid route was used in 54 patients (67.5%) and the transparotid route in 26 (32.5%). Overall, 10 patients (12.5%) developed postoperative complications, including transient facial nerve weakness, malocclusion, visible scarring, and sialocele. All cases of sialocele occurred in the transparotid subgroup, whereas no salivary complications were observed after the anteroparotid approach. No permanent facial nerve deficits, temporomandibular joint ankylosis, or long-term facial asymmetry were recorded at 6 months. No significant association was found between surgical approach and overall complication rate, but complex fracture patterns were significantly associated with increased operative time. Conclusions: The retromandibular approach is a safe and effective option for ORIF of subcondylar mandibular fractures. Both anteroparotid and transparotid routes provided reliable exposure and stable fixation with low complication rates. The anteroparotid route appears to minimize parotid-related complications, such as sialocele, while maintaining comparable functional outcomes. These findings support the retromandibular anteroparotid approach as a valuable alternative in the surgical management of subcondylar fractures. Full article
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20 pages, 5431 KB  
Article
Predicting the Consistency of Vestibular Schwannoma and Its Implication in the Retrosigmoid Approach: A Single-Center Analysis
by Raffaele De Marco, Giovanni Morana, Silvia Sgambetterra, Federica Penner, Antonio Melcarne, Diego Garbossa, Michele Lanotte, Roberto Albera and Francesco Zenga
Curr. Oncol. 2025, 32(11), 647; https://doi.org/10.3390/curroncol32110647 - 19 Nov 2025
Cited by 1 | Viewed by 906
Abstract
To explore the relationship between magnetic resonance imaging (MRI) parameters, including T2-weighted intensity and apparent diffusion coefficient (ADC), and intraoperative tumor characteristics, particularly consistency, in vestibular schwannomas (VSs). The association between tumor consistency, facial nerve (FN) function, and postoperative outcomes was analyzed. A [...] Read more.
To explore the relationship between magnetic resonance imaging (MRI) parameters, including T2-weighted intensity and apparent diffusion coefficient (ADC), and intraoperative tumor characteristics, particularly consistency, in vestibular schwannomas (VSs). The association between tumor consistency, facial nerve (FN) function, and postoperative outcomes was analyzed. A single-center retrospective analysis included newly diagnosed VS cases (2020–2023) with cisternal involvement (Samii T3a; volume ≥ 0.7 cm3). T2 and ADC maps from the perimetral region of interest were normalized, and tumors were categorized into 3 classes by combining qualitative consistency (soft, fibrous, or fibrous/hard), ultrasonic aspirator power, and adherence to neurovascular structures. FN function was assessed using the House–Brackmann scale at the immediate postoperative period and 12-month follow-up. MRIs of 33 VSs (18 solid and 15 cystic) were analyzed. Normalized values of both T2 (N-T2mean) and ADC (N-ADCmin) maps predicted the classical radiological differentiation. N-ADCmin may have some role in predicting consistency (value 1.361, p = 0.017, accuracy 0.48) and demonstrated a significant association (p = 0.04) with the FN outcome in the immediate postoperative period. An augmented consistency could impair FN function by increasing the intrameatal pressure related to greater transmission of shocks derived from the dissection maneuvers of the cisternal component of the tumor. The possibility of non-invasively exploring VS consistency with a parameter easily calculable on MRI might be beneficial in surgical planning, modifying the timing of the opening of the meatus with respect to what could be the surgical routine in some centers. Full article
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12 pages, 1113 KB  
Review
Management of Facial Paralysis Following Skull Base Surgery: A Comprehensive Narrative Review
by Laura Maria De Luca, Sergio Cannova, Sebastiana Lai, Marco Accolla, Alice Barbazza, Lea Calò, Davide Rizzo, Pierangela Tramaloni, Marco Bonali, Ignacio Javier Fernandez and Francesco Bussu
Audiol. Res. 2025, 15(6), 155; https://doi.org/10.3390/audiolres15060155 - 12 Nov 2025
Viewed by 1990
Abstract
Objectives: Facial paralysis is a devastating yet frequent complication of skull base surgery, significantly impacting quality of life through functional impairments and psychosocial consequences. Management is complex and requires an individualized approach based on duration of paralysis, etiology and extent of nerve injury, [...] Read more.
Objectives: Facial paralysis is a devastating yet frequent complication of skull base surgery, significantly impacting quality of life through functional impairments and psychosocial consequences. Management is complex and requires an individualized approach based on duration of paralysis, etiology and extent of nerve injury, overall prognosis, and rehabilitative goals. This review provides a comprehensive overview of current strategies for managing post-skull base surgery facial paralysis. Methods: A narrative review of the literature was performed, analyzing surgical reanimation techniques (nerve grafting, nerve transfers, regional and free muscle transfers), static procedures for facial symmetry and ocular protection, and non-surgical interventions such as physical therapy, botulinum toxin injections, and psychological support. Key criteria guiding treatment selection, including muscle viability and timing since injury, were examined. Results: Dynamic surgical approaches remain central to restoring movement. Nerve grafting and transfers are effective when viable musculature is present, whereas regional or free muscle transfers are required in long-standing paralysis with irreversible atrophy. Static procedures provide adjunctive improvements in resting symmetry and eye protection. Non-surgical strategies, including rehabilitation therapy and botulinum toxin, enhance functional outcomes and reduce synkinesis. Psychological counseling addresses the profound emotional burden associated with facial disfigurement. Across modalities, individualized treatment planning is crucial. Conclusions: Management of facial paralysis after skull base surgery demands a multidisciplinary, patient-centered approach. Combining surgical and non-surgical interventions optimizes functional and aesthetic outcomes, helping restore both facial movement and psychosocial well-being. Full article
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11 pages, 763 KB  
Article
Outcome of Facial Nerve Integrity After Parotid Gland Surgery With and Without Intraoperative Monitoring: A Ten-Year Retrospective Study
by Giulio Cirignaco, Gabriele Monarchi, Enrico Betti, Mariagrazia Paglianiti, Lisa Catarzi, Alessandro Tel, Luigi Angelo Vaira, Paolo Balercia and Giuseppe Consorti
J. Clin. Med. 2025, 14(4), 1156; https://doi.org/10.3390/jcm14041156 - 11 Feb 2025
Cited by 6 | Viewed by 5581
Abstract
Background: Facial nerve injury is one of the most concerning complications of parotid gland surgery, with temporary and permanent dysfunction rates varying widely in the literature. This study aimed to identify factors associated with facial nerve injury during surgery for benign parotid [...] Read more.
Background: Facial nerve injury is one of the most concerning complications of parotid gland surgery, with temporary and permanent dysfunction rates varying widely in the literature. This study aimed to identify factors associated with facial nerve injury during surgery for benign parotid tumors and assess the protective efficacy of intraoperative nerve monitoring (NIM) in preventing nerve injury. Methods: This retrospective study analyzed 329 patients who underwent parotid gland surgery between 2010 and 2023. Data collected included patient demographics, tumor characteristics (size, location, histology), surgical parameters (operation time, NIM usage), and postoperative nerve function evaluated using a modified House–Brackmann scale. Descriptive and inferential statistical analyses, including Chi-square tests and logistic regression, were employed to identify predictors of facial nerve outcomes. Results: Facial nerve injury occurred in 5.2% of patients, comprising 4.6% temporary and 0.6% permanent damage. Tumors located in the deep and inferior lobes significantly increased the risk of facial paralysis/palsy (p = 0.035), while tumor size and histology showed no significant associations. Using NIM significantly reduced the risk of facial nerve injury (p < 0.05; OR: 0.35, 95% CI: 0.25–0.50). Age was also identified as a significant predictor of nerve dysfunction (p < 0.05). Conclusions: The findings emphasize the importance of NIM in mitigating facial nerve injury, especially in anatomically complex tumor locations. Tailored surgical approaches based on tumor location and patient-specific factors, combined with the routine use of NIM, are recommended to optimize nerve preservation and improve postoperative outcomes. Full article
(This article belongs to the Special Issue New Techniques and Breakthroughs in Head and Neck Surgery)
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14 pages, 893 KB  
Article
Pediatric Bell’s Palsy: Prognostic Factors, Management Strategy, and Treatment Outcomes
by Lorenzo Di Sarno, Anya Caroselli, Benedetta Graglia, Francesco Andrea Causio, Antonio Gatto, Valeria Pansini, Natalia Camilla Di Vizio and Antonio Chiaretti
J. Clin. Med. 2025, 14(1), 79; https://doi.org/10.3390/jcm14010079 - 27 Dec 2024
Cited by 3 | Viewed by 6123
Abstract
Background/Objectives: Bell’s palsy (BP) is a neurological disorder characterized by sudden unilateral peripheral facial paralysis. The etiology in children remains largely unknown, and standardized management strategies are lacking. The aim of this retrospective cohort study is to evaluate clinical features, laboratory markers, and [...] Read more.
Background/Objectives: Bell’s palsy (BP) is a neurological disorder characterized by sudden unilateral peripheral facial paralysis. The etiology in children remains largely unknown, and standardized management strategies are lacking. The aim of this retrospective cohort study is to evaluate clinical features, laboratory markers, and therapeutic options associated with recovery to identify potential prognostic factors and validate therapeutic strategies, with a particular focus on the role of corticosteroids and vitamin supplementation. Methods: A retrospective cohort study was conducted on 88 children (aged < 18 years) diagnosed with BP at a single tertiary care center between 2010 and 2023. Clinical data, including House–Brackmann (HB) scores, were collected at baseline and at a two-month follow-up. Statistical analysis was performed to assess the associations between demographic, clinical, and laboratory parameters with recovery outcomes. Prednisone and vitamin supplementation were administered at the discretion of the treating pediatrician. Results: In total, 81.8% of patients achieved complete recovery at 2-month follow-up (HB grade 1). No significant associations were found between recovery and gender, age, side of paralysis, initial HB grade, or laboratory markers. However, the use of prednisone was associated with a higher rate of incomplete recovery (p = 0.024), with higher doses correlating with poorer outcomes (p = 0.022). Vitamin supplementation showed no significant impact. Conclusions: Our findings suggest that corticosteroid therapy may not be a disease-modifying factor that ultimately influences outcomes in pediatric BP. Further large-scale studies are needed to define evidence-based protocols for managing pediatric BP. Full article
(This article belongs to the Section Clinical Pediatrics)
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10 pages, 1333 KB  
Article
Planned Subtotal Resection following Stereotactic Radiosurgery of Koos 3 and 4 Vestibular Schwannomas
by Grzegorz Turek, Sebastian Dzierzęcki, Paweł Obierzyński, Adrian Drożdż, Zenon Mariak, Justyna Zielińska-Turek, Wojciech Czyżewski, Karolina Dżaman and Mirosław Ząbek
J. Clin. Med. 2024, 13(14), 4107; https://doi.org/10.3390/jcm13144107 - 14 Jul 2024
Cited by 3 | Viewed by 2869
Abstract
Background/Objectives: Surgical resection of medium to large vestibular schwannomas (VSs, Koos grade 3 and 4) is a widely used approach, although stereotactic radiosurgery (SRS) is increasingly proposed as initial treatment. The quality of life-centered approach is challenged in cases where tumor growth [...] Read more.
Background/Objectives: Surgical resection of medium to large vestibular schwannomas (VSs, Koos grade 3 and 4) is a widely used approach, although stereotactic radiosurgery (SRS) is increasingly proposed as initial treatment. The quality of life-centered approach is challenged in cases where tumor growth control cannot be achieved with SRS, thus necessitating salvage surgery. We present a series of eight consecutive patients who required surgery due to continued tumor growth after SRS. Methods: Of the 146 patients with VS grades 3 and 4 initially treated with SRS, only eight patients (mean age, 54 ± 7.2 years; range, 42–63 years) required subsequent surgery. Their mean tumor volume was 9.9 ± 3.2 cm3. The mean time from SRS to first tumor progression and planned subtotal resection was 23 ± 5.9 months and 45 ± 17.5 months, respectively. SRS was not performed after the surgery in favor of a “wait and rescan” approach. Tumor residue was monitored on follow-up magnetic resonance imaging. In all patients, tumor growth control after planned subtotal resection was maintained at 63 ± 19.8 months. Results: None of the 146 patients had serious complications after SRS. In the eight patients who required surgery, tumor growth between 22% and 212% (mean, 4 cm3) was reported within 26 to 84 months after SRS. Before salvage surgery, they scored 1 point on the House–Brackmann scale. Subtotal excision was performed, and VIIth nerve function was preserved in all patients. At 63 ± 19.8 months, 3 patients had a House–Brackmann score of 1, four patients had a score of 2, and one patient had a score of 3. Conclusions: Surgical excision of medium to large VS after SRS can be relatively safe, provided that a quality of life-centered approach of subtotal resection is used. Full article
(This article belongs to the Section Clinical Neurology)
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19 pages, 7643 KB  
Article
Efficacy of 1064 nm Photobiomodulation Dosimetry Delivered with a Collimated Flat-Top Handpiece in the Management of Peripheral Facial Paralysis in Patients Unresponsive to Standard Treatment Care: A Case Series
by Sonja Zarkovic Gjurin, Jason Pang, Mihael Vrčkovnik and Reem Hanna
J. Clin. Med. 2023, 12(19), 6294; https://doi.org/10.3390/jcm12196294 - 29 Sep 2023
Cited by 7 | Viewed by 6608
Abstract
Peripheral facial paralysis (PFP) is a common condition where oxidative stress (OS) is involved in the pathophysiology of facial paralysis, inhibiting peripheral nerve regeneration, which can be featured in Bell’s palsy, Ramsay Hunt syndrome and Lyme disease. The current standard care treatments lack [...] Read more.
Peripheral facial paralysis (PFP) is a common condition where oxidative stress (OS) is involved in the pathophysiology of facial paralysis, inhibiting peripheral nerve regeneration, which can be featured in Bell’s palsy, Ramsay Hunt syndrome and Lyme disease. The current standard care treatments lack consensus and clear guidelines. Hence, the utilization of the antioxidant immunomodulator photobiomodulation (PBM) can optimize clinical outcomes in patients who are unresponsive to standard care treatments. Our study describes three unique cases of chronic PFP of various origins that were unresponsive to standard care treatments, but achieved a significant and complete recovery of facial paralysis following PBM therapy. Case presentations: Case #1: a 30-year-old male who presented with a history of 12 years of left-side facial paralysis and tingling as a result of Bell’s palsy, where all the standard care treatments failed to restore the facial muscles’ paralysis. Eleven trigger and affected points were irradiated with 1064 nm with an irradiance of ~0.5 W/cm2 delivered with a collimated prototype flat-top (6 cm2) in a pulsed mode, with a 100 µs pulse duration at a frequency of 10 Hz for 60 s (s) per point. Each point received a fluence of 30 J/cm2 according to the following treatment protocol: three times a week for the first three months, then twice a week for another three weeks, and finally once a week for the following three months. The results showed an improvement in facial muscles’ functionality (FMF) by week two, whereas significant improvement was observed after 11 weeks of PBM, after which the House–Brackmann grading scale (HBGS) of facial nerve palsy dropped to 8 from 13 prior to the treatment. Six months after PBM commencement, electromyography (EMG) showed sustainability of the FMF. Case #2: A five-year-old female who presented with a 6-month history of severe facial paralysis due to Lyme disease. The same PBM parameters were utilized, but the treatment protocol was as follows: three times a week for one month (12 consecutive treatment sessions), then the patient received seven more sessions twice a week. During the same time period, the physiotherapy of the face muscles was also delivered intensively twice a week (10 consecutive treatments in five weeks). Significant improvements in FMF and sustainability over a 6-month follow-up were observed. Case #3: A 52-year-old male who presented with severe facial palsy (Grade 6 on HBGS) and was diagnosed with Ramsay Hunt syndrome. The same laser parameters were employed, but the treatment protocol was as follows: three times a week for three weeks, then reduced to twice a week for another three weeks, then weekly for the next three months. By week 12, the patient showed a significant FMF improvement, and by week 20, complete FMF had been restored. Our results, for the first time, showed pulsed 1064 nm PBM delivered with a flat-top handpiece protocol is a valid and its treatment protocol modified, depending on the origin and severity of the condition, which is fundamental in optimizing facial paralysis recovery and alleviating neurological symptoms. Further extensive studies with large data are warranted to validate our PBM dosimetry and treatment protocols. Full article
(This article belongs to the Section Clinical Neurology)
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10 pages, 1792 KB  
Case Report
Integrative Korean Medicine Treatments for Traumatic Facial Palsy Following Mandibular Fracture: A Case Report and Literature Review
by Hyunsuk Park, Sook-Hyun Lee, Yeonsun Lee, Dong Joo Choi, Jonghyun Lee, Hyeri Jo, Woojin Jung, Soo-Duk Kim, Hyun A. Sim, Yoon Jae Lee and In-Hyuk Ha
Healthcare 2023, 11(18), 2546; https://doi.org/10.3390/healthcare11182546 - 14 Sep 2023
Cited by 3 | Viewed by 3705
Abstract
Prior studies exploring the effectiveness of traditional Korean medicine (TKM) treatment for facial palsy have mainly focused on Bell’s palsy, and there are few studies on the effectiveness of TKM treatments for traumatic facial palsy following mandibular fracture. The patient was a 24-year-old [...] Read more.
Prior studies exploring the effectiveness of traditional Korean medicine (TKM) treatment for facial palsy have mainly focused on Bell’s palsy, and there are few studies on the effectiveness of TKM treatments for traumatic facial palsy following mandibular fracture. The patient was a 24-year-old Korean man with left-sided facial paralysis following a left mandibular fracture. Surgery was performed for the fracture and the facial palsy was treated using conventional medicine (CM) treatments for approximately 3 months, but there was no improvement observed in the patient’s condition. Subsequently, the patient underwent an integrative Korean medicine treatment regimen consisting of acupuncture, pharmacopuncture, cupping, moxibustion, and herbal medication for a duration of 2 months. After 2 months of treatments, the House–Brackmann facial grading scale changed from Ⅴ to II and Yanagihara’s unweighted grading score increased from 9 to 34. This case presentation and previous studies of traumatic facial palsy using TKM treatment show that TKM treatment may be considered a complementary or alternative treatment method to CM treatment in patients with traumatic facial palsy. PROSPERO registration number: CRD42023445051. Full article
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12 pages, 1167 KB  
Article
Analysis of Facial Nerve Functionality and Survival Rates of Patients with Parotid Salivary Gland Carcinoma Submitted to Surgery, Facial Nerve Reconstruction, and Adjuvant Radiotherapy
by Wilber Edison Bernaola-Paredes, Franco Novelli, Estefani Albuja-Rivadeneira, Adriana Aparecida Flosi, Anna Victoria Garbelini Ribeiro, Helena Rubini Nogueira, Hugo Fontan Köhler, Clóvis Antonio Lopes Pinto, Kleber Arturo Vallejo-Rosero and Antonio Cassio Assis Pellizzon
Surg. Tech. Dev. 2023, 12(2), 68-79; https://doi.org/10.3390/std12020006 - 18 Apr 2023
Viewed by 4283
Abstract
Background and Objectives: Parotid cancer (PC), when treated surgically, may have associated damage to the functionality of the facial nerve. The role of radiotherapy in the recovery of facial motricity remains controversial. This study aimed to evaluate the impact of radiotherapy (RT) on [...] Read more.
Background and Objectives: Parotid cancer (PC), when treated surgically, may have associated damage to the functionality of the facial nerve. The role of radiotherapy in the recovery of facial motricity remains controversial. This study aimed to evaluate the impact of radiotherapy (RT) on facial nerve functionality in patients who underwent parotidectomy and facial nerve microsurgical reconstruction. Materials and Methods: Four groups of patients were composed: (a) those who underwent parotidectomy without facial nerve reconstruction and RT; (b) those with nerve reconstruction and without RT; (c) those without nerve reconstruction and RT; and (d) those with nerve reconstruction and RT. Results: 49 patients were male, and 43 were female. A total of 89 underwent parotidectomy, 45 partials, and 44 total. Thus, in nine patients, the sural nerve was used for microsurgical reconstruction. Moreover, 48 patients had a normal facial pattern, 15 with paresthesia, and 29 with permanent paralyses after the House–Brackmann (HB) scale evaluation. Conclusions: The evaluation of nerve functionality after parotidectomy by the House–Brackmann scale is a feasible way to evaluate facial motricity that has already decreased in these patients. Finally, longitudinal studies must be performed to clarify the role of each therapy in the multimodal approach and their clinical impact in facial nerve function. Full article
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13 pages, 4378 KB  
Article
Assessing the Efficacy of Anastomosis between Ansa Cervicalis and Facial Nerve for Patients with Concomitant Facial Palsy and Peripheral Neuropathy
by Georgeta Magdalena Balaci, Aurel Oṣlobanu, Zoltán Zsigmond Major, Réka Emma Dávid, Maria Iepure, Daniela Hancu, Adina Mihaela Popa and Ioan Ṣtefan Florian
J. Pers. Med. 2023, 13(1), 76; https://doi.org/10.3390/jpm13010076 - 29 Dec 2022
Viewed by 2982
Abstract
Background: For decades, patients with facial asymmetry have experienced social interaction difficulties, leading them to seek treatment in the hope of restoring facial symmetry and quality of life. Researchers evaluated numerous surgical techniques, but achieving results remains a significant hurdle. Specifically, anastomosis between [...] Read more.
Background: For decades, patients with facial asymmetry have experienced social interaction difficulties, leading them to seek treatment in the hope of restoring facial symmetry and quality of life. Researchers evaluated numerous surgical techniques, but achieving results remains a significant hurdle. Specifically, anastomosis between the ansa cervicalis (AC) and facial nerve (FN) can hinder the patient’s physical appearance. Objective: Our study goal was to examine the efficiency of anastomosis between AC and FN for facial motor function recovery even in the presence of peripheral neuropathy. Materials and Methods: Four patients diagnosed with facial palsy grade VI on the House & Brackmann Scale (HB) after vestibular schwannoma (VS) resection (Koos grade IV) via the retrosigmoid approach underwent AC and FN anastomosis. Outcomes were related to tumor grade, previous therapy, and the time between postoperative facial palsy and anastomosis. Images and neurophysiological data were evaluated. Results: After vs. resection, all four patients demonstrated HB grade VI facial palsy for an average of 17 months. During the follow-up program, lasting between 6 and 36 months, two patients were evaluated as having HB grade III facial palsy; the other two patients were diagnosed with grade IV HB facial palsy. None of the patients developed tongue atrophy, speech disorder, or masticatordys function. Conclusions: Anastomosis between the AC and FN is a safe and effective treatment for facial paralysis after cerebellopontine tumor resection. Nerve reanimation may be feasible even for patients with peripheral polyneuropathy. This study also offers a new option for patients with a progression-free status. Full article
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9 pages, 294 KB  
Article
Prospective Assessment of Risk Factors Influencing Facial Nerve Paresis in Patients after Surgery for Parotid Gland Tumors
by Ewa Głuszkiewicz, Paweł Sowa, Maciej Zieliński, Monika Adamczyk-Sowa, Maciej Misiołek and Wojciech Ścierski
Medicina 2022, 58(12), 1726; https://doi.org/10.3390/medicina58121726 - 25 Nov 2022
Cited by 6 | Viewed by 3556
Abstract
Background and objectives: Facial weakness is the most important complication of parotid gland tumor surgery. The aims of this study are as follows: (1) assessment of the prevalence of postparotidectomy facial nerve dysfunction; (2) clinical and electrophysiological assessment of the facial nerve function [...] Read more.
Background and objectives: Facial weakness is the most important complication of parotid gland tumor surgery. The aims of this study are as follows: (1) assessment of the prevalence of postparotidectomy facial nerve dysfunction; (2) clinical and electrophysiological assessment of the facial nerve function before parotidectomy and at 1 and 6 months postoperatively; (3) assessment of the association of postoperative facial palsy with selected risk factors; and (4) assessment of the correlation between the results of clinical and neurophysiological assessments of facial nerve function. Materials and Methods: This study comprised 50 patients (aged 24–75 years) who underwent parotidectomy at the Department of Otolaryngology and Laryngological Oncology in Zabrze, Poland between 2015 and 2017. The evaluation included neurological, clinical and electrophysiological assessments of the facial nerve prior to surgery and at 1 and 6 months postoperatively. Results: No facial palsy was found preoperatively or 6 months postoperatively. Facial nerve dysfunction was found in 74% of patients 1 month postoperatively. In most cases (54%), paresis was mild or moderate (House–Brackmann grades II and III). The results of electrophysiological tests before parotidectomy were either normal or showed some mild abnormalities. We found a statistically significant correlation between the clinical assessment of the facial nerve function (based on the House–Brackmann scale) one month postoperatively and the latency of the CMAP response from the orbicularis oculi and orbicularis oris muscles. In all three studies, a statistically significant correlation was found between the amplitude of the compound muscle action potential (CMAP) of the orbicularis oris muscle and the degree of facial nerve weakness. Conclusions: The factors that may influence the risk of postoperative facial nerve paralysis (prolonged surgical time and the size and location of the tumor other than in the superficial lobe only) may indirectly suggest that surgery-related difficulties and/or surgeon experience could be crucial to surgery safety. Full article
14 pages, 3045 KB  
Article
A Ready-to-Use Grading Tool for Facial Palsy Examiners—Automated Grading System in Facial Palsy Patients Made Easy
by Leonard Knoedler, Maximilian Miragall, Martin Kauke-Navarro, Doha Obed, Maximilian Bauer, Patrick Tißler, Lukas Prantl, Hans-Guenther Machens, Peter Niclas Broer, Helena Baecher, Adriana C. Panayi, Samuel Knoedler and Andreas Kehrer
J. Pers. Med. 2022, 12(10), 1739; https://doi.org/10.3390/jpm12101739 - 19 Oct 2022
Cited by 30 | Viewed by 5408
Abstract
Background: The grading process in facial palsy (FP) patients is crucial for time- and cost-effective therapy decision-making. The House-Brackmann scale (HBS) represents the most commonly used classification system in FP diagnostics. This study investigated the benefits of linking machine learning (ML) techniques with [...] Read more.
Background: The grading process in facial palsy (FP) patients is crucial for time- and cost-effective therapy decision-making. The House-Brackmann scale (HBS) represents the most commonly used classification system in FP diagnostics. This study investigated the benefits of linking machine learning (ML) techniques with the HBS. Methods: Image datasets of 51 patients seen at the Department of Plastic, Hand, and Reconstructive Surgery at the University Hospital Regensburg, Germany, between June 2020 and May 2021, were used to build the neural network. A total of nine facial poses per patient were used to automatically determine the HBS. Results: The algorithm had an accuracy of 98%. The algorithm processed the real patient image series (i.e., nine images per patient) in 112 ms. For optimized accuracy, we found 30 training runs to be the most effective training length. Conclusion: We have developed an easy-to-use, time- and cost-efficient algorithm that provides highly accurate automated grading of FP patient images. In combination with our application, the algorithm may facilitate the FP surgeon’s clinical workflow. Full article
(This article belongs to the Special Issue Computer Assisted Maxillo-Facial Surgery)
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11 pages, 967 KB  
Article
Towards a Reliable and Rapid Automated Grading System in Facial Palsy Patients: Facial Palsy Surgery Meets Computer Science
by Leonard Knoedler, Helena Baecher, Martin Kauke-Navarro, Lukas Prantl, Hans-Günther Machens, Philipp Scheuermann, Christoph Palm, Raphael Baumann, Andreas Kehrer, Adriana C. Panayi and Samuel Knoedler
J. Clin. Med. 2022, 11(17), 4998; https://doi.org/10.3390/jcm11174998 - 25 Aug 2022
Cited by 31 | Viewed by 4000
Abstract
Background: Reliable, time- and cost-effective, and clinician-friendly diagnostic tools are cornerstones in facial palsy (FP) patient management. Different automated FP grading systems have been developed but revealed persisting downsides such as insufficient accuracy and cost-intensive hardware. We aimed to overcome these barriers and [...] Read more.
Background: Reliable, time- and cost-effective, and clinician-friendly diagnostic tools are cornerstones in facial palsy (FP) patient management. Different automated FP grading systems have been developed but revealed persisting downsides such as insufficient accuracy and cost-intensive hardware. We aimed to overcome these barriers and programmed an automated grading system for FP patients utilizing the House and Brackmann scale (HBS). Methods: Image datasets of 86 patients seen at the Department of Plastic, Hand, and Reconstructive Surgery at the University Hospital Regensburg, Germany, between June 2017 and May 2021, were used to train the neural network and evaluate its accuracy. Nine facial poses per patient were analyzed by the algorithm. Results: The algorithm showed an accuracy of 100%. Oversampling did not result in altered outcomes, while the direct form displayed superior accuracy levels when compared to the modular classification form (n = 86; 100% vs. 99%). The Early Fusion technique was linked to improved accuracy outcomes in comparison to the Late Fusion and sequential method (n = 86; 100% vs. 96% vs. 97%). Conclusions: Our automated FP grading system combines high-level accuracy with cost- and time-effectiveness. Our algorithm may accelerate the grading process in FP patients and facilitate the FP surgeon’s workflow. Full article
(This article belongs to the Special Issue Evolution and Trends in Plastic and Reconstructive Facial Surgery)
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17 pages, 2809 KB  
Article
Advanced Analysis of 3D Kinect Data: Supervised Classification of Facial Nerve Function via Parallel Convolutional Neural Networks
by Mohsen Shayestegan, Jan Kohout, Karel Štícha and Jan Mareš
Appl. Sci. 2022, 12(12), 5902; https://doi.org/10.3390/app12125902 - 9 Jun 2022
Cited by 12 | Viewed by 2784
Abstract
In this paper, we designed a methodology to classify facial nerve function after head and neck surgery. It is important to be able to observe the rehabilitation process objectively after a specific brain surgery, when patients are often affected by face palsy. The [...] Read more.
In this paper, we designed a methodology to classify facial nerve function after head and neck surgery. It is important to be able to observe the rehabilitation process objectively after a specific brain surgery, when patients are often affected by face palsy. The dataset that is used for classification problems in this study only contains 236 measurements of 127 patients of complex observations using the most commonly used House–Brackmann (HB) scale, which is based on the subjective opinion of the physician. Although there are several traditional evaluation methods for measuring facial paralysis, they still suffer from ignoring facial movement information. This plays an important role in the analysis of facial paralysis and limits the selection of useful facial features for the evaluation of facial paralysis. In this paper, we present a triple-path convolutional neural network (TPCNN) to evaluate the problem of mimetic muscle rehabilitation, which is observed by a Kinect stereovision camera. A system consisting of three modules for facial landmark measure computation and facial paralysis classification based on a parallel convolutional neural network structure is used to quantitatively assess the classification of facial nerve paralysis by considering facial features based on the region and the temporal variation of facial landmark sequences. The proposed deep network analyzes both the global and local facial movement features of a patient’s face. These extracted high-level representations are then fused for the final evaluation of facial paralysis. The experimental results have verified the better performance of TPCNN compared to state-of-the-art deep learning networks. Full article
(This article belongs to the Special Issue Deep Learning in Bioinformatics and Biomedicine)
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Case Report
Reanimation of the Smile with Neuro-Vascular Anastomosed Gracilis Muscle: A Case Series
by Helen Abing, Carina Pick, Tabea Steffens, Jenny Shachi Sharma, Jens Peter Klußmann and Maria Grosheva
Diagnostics 2022, 12(5), 1282; https://doi.org/10.3390/diagnostics12051282 - 21 May 2022
Cited by 8 | Viewed by 3912
Abstract
Background: The aim of our manuscript was to evaluate the time course of clinical and electromyographical (EMG) reinnervation after the reanimation of the smile using a gracilis muscle transplant which is reinnervated with the masseteric nerve. Methods: We present a case series of [...] Read more.
Background: The aim of our manuscript was to evaluate the time course of clinical and electromyographical (EMG) reinnervation after the reanimation of the smile using a gracilis muscle transplant which is reinnervated with the masseteric nerve. Methods: We present a case series of five patients with a longstanding peripheral facial palsy, who underwent a reanimation of the lower face using a gracilis muscle transplant with masseteric nerve reinnervation from June 2019 to October 2020. Trial-specific follow-up examinations were carried out every three months using clinical assessment and EMG, up to 12 months after the surgery. The grading was carried out using the House–Brackmann scale (HB), the Stennert Index, and a self-designed Likert-like scale for graft reinnervation and smile excursion. Results: The surgery was feasible in all of the patients. The reanimation was performed under general anesthesia in an inpatient setting. Postoperative complications which resulted in prolonged hospitalization occurred in two of the five patients. All of the patients showed a preoperative flaccid facial palsy. The first single reinnervation potentials were detected 3.1 ± 0.1 months after surgery. After 5.6 (±1.4) months, in three (3/5) patients, clear reinnervation patterns were present. Clinically, the patients obtained symmetry of the face at rest after 5.6 (±1.4) months, and could spontaneously smile without the co-activation of the jaw after an average time of 10.8 (±1.8) months. All of the patients were able to express a spontaneous emotion-stimulated smile after one year. Conclusion: Micro-neurovascular gracilis muscle transfer reinnervated with a masseteric nerve is a sufficient and reliable rehabilitation technique for the lower face, and is performed as a single-stage surgery. The nerve supply via the masseteric nerve allows the very rapid and strong reinnervation of the graft, and results in a spontaneous smile within 10 months. Full article
(This article belongs to the Special Issue Evidence-Based Diagnosis and Management of Facial Nerve Disorders)
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