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INTRODUCTION: Nowadays, 70% of patients in Europe and the USA are affected by a p16 + , potentially HPV driven oropharyngeal squamous cell carcinoma. However, despite the improved survival rate in this group, the quality-of-life remains low in cases which neck dissection took place. In this vein, in recent years, some surgeons have considered to avoid dissection of level IIB, proposing a supra-selective non-IIb neck dissection. MATERIALS AND METHODS: A retrospective, longitudinal, multicentric study was conducted, including patients with pathologically confirmed primary HPV + or HPV - OPSCC who went through surgical treatment for the primary lesion and neck dissection. RESULTS: 141 patients were included. Among them, 99 (70.2%) were male and 42 (29.8%) were female. The mean age was 62 ± 9 years (range 36-81). The most frequent anatomical location was the tonsil in 63 (44.7%) of patients. The most common approach was the classic transoral oropharyngectomy in 51 (36.2%) patients. Immunohistochemistry for p16 was positive in 62 (44%) patients. One-hundred and five (74.5%) patients received a unilateral ND, and a 36 (25.5%) a bilateral ND. Of those, a 12.8% (18/141) of patients were level IIb LN + . According to our results, level IIb ND should be considered in patients underwent therapeutic ND with positive LN metastasis in level IIa (OR = 9.83; 95% CI 3.463-27.917) or III (OR = 6.25; 95% CI 2.158-18.143), advanced (T3/T4) oropharyngeal primary tumors (OR = 3.38; 95% CI 1.366-8.405), and patients with ENE (OR = 6.56; 95% CI 2.182-19.770), regardless of p16 status. CONCLUSIONS: According to our results, level IIb ND should be considered in patients who underwent therapeutic ND with positive LN metastasis in level IIa or III, advanced oropharyngeal primary tumors, and patients with ENE, independently of p16 status. Prospective data are necessary to definitively ensure the safety of omitting ipsilateral or contralateral level IIb ND in cN - patients with early stage disease.
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Neoplasias Orofaríngeas , Infecciones por Papillomavirus , Carcinoma de Células Escamosas de Cabeza y Cuello , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Ganglios Linfáticos/patología , Metástasis Linfática/patología , Disección del Cuello/métodos , Estadificación de Neoplasias , Neoplasias Orofaríngeas/patología , Neoplasias Orofaríngeas/cirugía , Infecciones por Papillomavirus/patología , Estudios Prospectivos , Estudios Retrospectivos , Carcinoma de Células Escamosas de Cabeza y Cuello/cirugía , Carcinoma de Células Escamosas de Cabeza y Cuello/patologíaRESUMEN
Metastatic carcinoma of unknown primary (CUP) to cervical lymph nodes represents less than 5% of all head and neck malignancies. Recent publications support the use of transoral surgery during the diagnosis work-up, and transoral endoscopic ultrasonic surgery represent a recently described alternative technique in transoral surgery. A pilot study to assess the feasibility of trans-oral ultrasonic base of tongue (BOT) mucosectomy and bilateral tonsillectomy approach in CUP diagnosis work-up was conducted. Ten patients were included consecutively. In 2 cases (20%) the primary was found, in one case in the right tonsil, and another one in the left BOT. According to our results, the use of trans-oral ultrasonic surgery to perform the base of tongue mucosectomy and bilateral tonsillectomy in CUP patient's during the diagnosis work-up represents an effective option in patients with good anatomical exposure.
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Carcinoma , Cirugía Endoscópica por Orificios Naturales , Neoplasias Primarias Desconocidas , Procedimientos Quirúrgicos Robotizados , Procedimientos Quirúrgicos Ultrasónicos , Humanos , Neoplasias Primarias Desconocidas/cirugía , Neoplasias Primarias Desconocidas/etiología , Neoplasias Primarias Desconocidas/patología , Ultrasonido , Proyectos Piloto , Procedimientos Quirúrgicos Robotizados/métodos , Cirugía Endoscópica por Orificios Naturales/métodosRESUMEN
INTRODUCTION: The gracilis muscle free flap has gained popularity in head and neck reconstruction due to minimal donor-site morbidity, reliable vascular pedicle, strong muscular component, and possibility to perform nerve coaptation. However, almost all the existing evidence in the literature is related to its use for facial palsy reanimation. The aim of this study was therefore to review and provide a comprehensive summary of all the possible indications and outcomes of this versatile free flap in head neck reconstructive surgery. MATERIALS AND METHODS: A systematic review of the literature was conducted including articles from 1970 to 2019. All articles were examined and described. RESULTS: Twenty-seven papers published between 1994 and 2019 were identified for analysis. The evidence highlights the use of the gracilis muscle free flap for parotid, forehead and midface defects, oral tongue, oral sphincter, lower and upper lip, cheek, and oral commissure defects, among others, as the most common defects reconstructed. CONCLUSION: This flap represents an easy to harvest and versatile free flap with low donor-site morbidity and multiple proven uses in head & neck reconstruction. We therefore encourage reconstructive surgeons to include this flap in their armoury, either as a first or as a second-line option.
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Parálisis Facial , Colgajos Tisulares Libres , Neoplasias de Cabeza y Cuello , Procedimientos de Cirugía Plástica , Parálisis Facial/cirugía , Neoplasias de Cabeza y Cuello/complicaciones , Neoplasias de Cabeza y Cuello/cirugía , Humanos , CuelloRESUMEN
INTRODUCTION: Head & neck surgery encompasses a variety of surgical approaches for benign and malignant conditions. Due to the complexity in treating patients with head and neck pathology, it is necessary to adhere to basic surgical principles to decrease complications. Among them, surgical site infection can be prevented using a surgery quality protocol including the correct use of antibiotics and optimization of nutritional status. MATERIALS AND METHODS: A survey was sent through the YO-IFOS and SEORL-CCC international mailing list. RESULTS: A total of 435 surgeons completed the survey. Of the respondents, 97.7% confirm that they scrub their hands before surgery, 40.9% respondents recommend nutritional support according to sign and symptoms, 60.9% use of antibiotic prophylaxis in clean surgery and just 9.2% use clindamycin in combination. CONCLUSION: This survey has broadened the scope regarding H&N surgical safety around the globe. Identifying innovative ways in which surgical care may be improved is mandatory.
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Neoplasias de Cabeza y Cuello , Infección de la Herida Quirúrgica , Antibacterianos/uso terapéutico , Profilaxis Antibiótica/métodos , Humanos , Infección de la Herida Quirúrgica/prevención & control , Encuestas y CuestionariosRESUMEN
Abstract Introduction Head and neck surgery remains a complex field; the patients can suffer important functional or life-threating complications after treatment that need unplanned readmissions, increasing the cost related to the treatment. Objective To evaluate the incidence risk factors and causes associated with 30-day unplanned hospital readmission and visit to the emergency room (ER) after surgery for head and neck cancer. Methods Prospective, longitudinal, nonrandomized study. Results A total of 834 patients were included, 726 in the major surgery group and 108 in the minor surgery group. The 30-day readmission rate for all causes was of 7,9% for the patients treated by a major surgery and of 0% for the patients treated in the outpatient clinic for minor procedures, to a total readmission rate of 6,8%. The rate of visit to the emergency room for all causes in the first 30 days was of 14% for the patients treated by a major surgery and of 2,7% for the patients treated in the outpatient clinic. Conclusion Major surgery, the American Society of Anesthesiologists (ASA) status and type of wound are conditions related to unplanned readmission or visit to the ER in the first 30 day after discharge. The most commonly associated causes are infections or wound complications. An evidence-based risk stratification of the patients can be important to improve decision-making and resource utilization. An educational strategy can provide possible ways to improve the rate of readmission and reduce the amount of money expended by healthcare systems.
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Introduction Head and neck surgery remains a complex field; the patients can suffer important functional or life-threating complications after treatment that need unplanned readmissions, increasing the cost related to the treatment. Objective To evaluate the incidence risk factors and causes associated with 30-day unplanned hospital readmission and visit to the emergency room (ER) after surgery for head and neck cancer. Methods Prospective, longitudinal, nonrandomized study. Results A total of 834 patients were included, 726 in the major surgery group and 108 in the minor surgery group. The 30-day readmission rate for all causes was of 7,9% for the patients treated by a major surgery and of 0% for the patients treated in the outpatient clinic for minor procedures, to a total readmission rate of 6,8%. The rate of visit to the emergency room for all causes in the first 30 days was of 14% for the patients treated by a major surgery and of 2,7% for the patients treated in the outpatient clinic. Conclusion Major surgery, the American Society of Anesthesiologists (ASA) status and type of wound are conditions related to unplanned readmission or visit to the ER in the first 30 day after discharge. The most commonly associated causes are infections or wound complications. An evidence-based risk stratification of the patients can be important to improve decision-making and resource utilization. An educational strategy can provide possible ways to improve the rate of readmission and reduce the amount of money expended by healthcare systems.
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INTRODUCTION: The incidence of distant metastasis (DM) in patients affected by head and neck squamous cell carcinoma (HNSCC) is relatively low, and multiple risk factors were described for the development of distant metastasis. MATERIALS AND METHODS: Retrospective study of patients diagnosed with a HNSCC between July 2016 and July 2020 in a tertiary university hospital. RESULTS: Five-Hundred and sixty-nine patients meet inclusion criteria. In the univariate analysis we found a statistical correlation in those patients affected by a hypopharyngeal tumour (p = < 0.0001), patients older than 60 years old (p = 0.01), advanced T stage (p = < 0.0001), a proven positive lymph node (p = 0.02), poorly differentiated tumour (p = < 0.0001), patients with 3 or more positive lymph nodes (p = 0.0001), with ECS (p = 0.0001) and a second primary tumour (p = 0.03). However, according to those results from our multivariable analysis, the factor related to an increased or higher chance to detect a DM during the diagnosis work-up were the presence of a hypopharyngeal primary tumor with a hazard ratio (HR) of 1.14, p = < 0.0001, advanced T stage (T3-T4) with a HR of 1.21, p = 0.001, poorly differentiated tumor with a HR of 1.04, p = < 0.0001, have proven positive lymph node with a HR of 1.03, p = 0.04, have more than three positive lymph node metastases with a HR of 1.25, p = 0.003, the presence of ECS with a HR of 1.40, p = 0.002, and have a second primary tumor with a HR of 1.05, p = 0.01. CONCLUSION: According to the present study, factors such as hypopharyngeal tumours, advanced T-stage, poor differentiation grade, have more than three positive lymph nodes, ECS and have a second primary tumour should be considered as high-risk indicators for screening. Based on these results, the authors recommend considered an extensive diagnostic work-up in all patients with a high risk of DM development.
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Neoplasias de Cabeza y Cuello , Neoplasias Hipofaríngeas , Neoplasias Primarias Secundarias , Neoplasias de Cabeza y Cuello/diagnóstico , Humanos , Neoplasias Hipofaríngeas/diagnóstico , Ganglios Linfáticos , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Carcinoma de Células Escamosas de Cabeza y CuelloRESUMEN
BACKGROUND: Despite the increasing use of intraoperative facial nerve monitoring during parotid gland surgery (PGS) and the improvement in the preoperative radiological assessment, facial nerve injury (FNI) remains the most severe complication after PGS. Until now, no studies have been published regarding the application of machine learning (ML) for predicting FNI after PGS. We hypothesize that ML would improve the prediction of patients at risk. METHODS: Patients who underwent PGS for benign tumors between June 2010 and June 2019 were included. RESULTS: Regarding prediction accuracy and performance of each ML algorithm, the K-nearest neighbor and the random forest achieved the highest sensitivity, specificity, positive predictive value, negative predictive value F-score, receiver operating characteristic (ROC)-area under the ROC curve, and accuracy globally. The K-nearest neighbor algorithm achieved performance values above 0.9 for specificity, negative predictive value, F-score and ROC-area under the ROC curve, and the highest sensitivity and positive predictive value. CONCLUSIONS: This study demonstrates that ML prediction models can provide evidence-based predictions about the risk of FNI to otolaryngologists and patients. It is hoped that such algorithms, which use clinical, radiological, histological, and cytological information, can improve the information given to patients before surgery so that they can be better informed of any potential complications.
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Traumatismos del Nervio Facial/etiología , Parálisis Facial/etiología , Aprendizaje Automático , Glándula Parótida/cirugía , Neoplasias de la Parótida/cirugía , Complicaciones Posoperatorias/etiología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto JovenRESUMEN
Introduction Multiple incisions have been described for the surgical approach of cervical neck nodes. All of these descriptions are associated with better or worse exposure of the surgical field as well as with different functional and aesthetic results, which are not always satisfactory. Objective Compare the transverse cervical incision with the classic incision in J or U. Methods This is a retrospective study of 47 patients who required cervical neck dissection between June 15, 2016 and June 15, 2017.A transversal incision was made in these surgeries, and their results were then compared with those of a group of 57 patients treated between January 1, 2010 and January 1, 2012, in whose cases an incision in J or U was made. Results Regarding the incision type, complications were present in 4 (8.5%) cases in the transversal incision group, and in 7 (12.2%) patients of the group of traditional incisions in J or U, without statistical differences ( p = 0.078). The only variables associated with complications of healing in the two groups was body mass index (BMI) < 18.5. The patients showed subjective satisfaction with the aesthetic result of the transverse incision, with an average of 7.51 vs 6.20 in the J or U incision. Conclusion The transverse incision represents a safe, aesthetic, and oncologically adequate option, associated with a lower cicatricial retraction rate, without significant complication rate and allowing adequate exposure of the surgical field, similar to the obtained with the classic incision in J or U.
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Introduction The submental flap provides an alternative technique in orofacial reconstruction, especially in situations in which free flaps are not available, or the patients are unfit. Objective To demonstrate the oncological safety and benefits of this flap in oral cavity reconstruction. Methods A total of 14 patients with oral cavity cancers, who underwent submental flap reconstruction from January 2016 to January 2018, were included in the study. Results There were 11 male and 3 female patients with a mean age of 66.7 ± 14 (Min: 52/Max: 91) years old. The most common primary tumor site was the mobile tongue in 12 (85.7%) patients. All of the patients underwent ipsilateral selective neck dissection after the flap was harvested. Flap partial necrosis was observed in one patient, and total necrosis in another one. The mean follow-up was of one year. Nonlocal or regional recurrences were observed. Conclusion Submental island flap represents a good option in oral cavity reconstruction in a restricted setting or in patients considered not fit for free flap reconstruction. Preoperative selection of clinically neck node-negative patients is essential due to the potential risk of occult metastasis.
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Abstract Introduction The submental flap provides an alternative technique in orofacial reconstruction, especially in situations in which free flaps are not available, or the patients are unfit. Objective To demonstrate the oncological safety and benefits of this flap in oral cavity reconstruction. Methods A total of 14 patients with oral cavity cancers, who underwent submental flap reconstruction from January 2016 to January 2018, were included in the study. Results There were 11 male and 3 female patients with a mean age of 66.7 ± 14 (Min: 52/Max: 91) years old. The most common primary tumor site was the mobile tongue in 12 (85.7 %) patients. All of the patients underwent ipsilateral selective neck dissection after the flap was harvested. Flap partial necrosis was observed in one patient, and total necrosis in another one. The mean follow-up was of one year. Nonlocal or regional recurrences were observed. Conclusion Submental island flap represents a good option in oral cavity reconstruction in a restricted setting or in patients considered not fit for free flap reconstruction. Preoperative selection of clinically neck node-negative patients is essential due to the potential risk of occult metastasis.
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Abstract Introduction Multiple incisions have been described for the surgical approach of cervical neck nodes. All of these descriptions are associated with better or worse exposure of the surgical field as well as with different functional and aesthetic results, which are not always satisfactory. Objective Compare the transverse cervical incision with the classic incision in J or U. Methods This is a retrospective study of 47 patients who required cervical neck dissection between June 15, 2016 and June 15, 2017.A transversal incision was made in these surgeries, and their results were then compared with those of a group of 57 patients treated between January 1, 2010 and January 1, 2012, in whose cases an incision in J or U was made. Results Regarding the incision type, complications were present in 4 (8.5 %) cases in the transversal incision group, and in 7 (12.2 %) patients of the group of traditional incisions in J or U, without statistical differences (p = 0.078). The only variables associated with complications of healing in the two groups was body mass index (BMI) < 18.5. The patients showed subjective satisfaction with the aesthetic result of the transverse incision, with an average of 7.51 vs 6.20 in the J or U incision. Conclusion The transverse incision represents a safe, aesthetic, and oncologically adequate option, associated with a lower cicatricial retraction rate, without significant complication rate and allowing adequate exposure of the surgical field, similar to the obtained with the classic incision in J or U.
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INTRODUCTION: Twenty percent of the total lithiasis that affect a major salivary gland will be found in the parotid gland. An exclusive sialoendoscopic approach has achieved success rates close to 80%. In a significant percentage of these remaining cases, combined transfacial approaches assisted by sialendoscopy are presented as an option to be taken into account. PATIENTS AND METHODS: A prospective analysis of cases treated by combined transfacial approach assisted by sialendoscopy for lithiasis of the parotid gland and the impact of the facial nerve stimulator used during surgery. RESULTS: Five patients were included; all of them operated satisfactorily. In 4 of them, the approach proposed by McGurk and modified by Capaccio was used, and in 1 of them, the approach proposed by Nahlieli was used. We suffered a complication in just case due to the appearance of postoperative sialocele. CONCLUSION: According to our results and those previously published, the transfacial approach assisted by sialendoscopy can be considered a useful technique. Proper planning ensures an optimal result in the treatment of parotid gland lithiasis. The use of facial nerve stimulator guarantees extra security when working near to a branch of the facial nerve is suspected.
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Endoscopía/métodos , Cara/cirugía , Enfermedades de las Parótidas/cirugía , Glándula Parótida/cirugía , Cálculos de las Glándulas Salivales/cirugía , Terapia por Estimulación Eléctrica , Cara/inervación , Nervio Facial/cirugía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Glándula Parótida/patología , Proyectos Piloto , Estudios Prospectivos , Resultado del TratamientoRESUMEN
INTRODUCTION: Despite good outcomes of CO2 laser of the larynx, a lack of prospective data related to intraoperative complications in the indexed literature is evident. MATERIALS AND METHODS: An observational, prospective, nonrandomized study. RESULTS: One hundred and twenty-eight patients met the inclusion criteria. The total rate of intraoperative complications was 14.8% (19/128). The rate of complications according to anatomical location was 7 (38.8%) of 18 for supraglottic tumors and 11 (10.3%) of 107 for glottic tumors, and 1 (33.3%) of 3 for subglottic tumors (P = .001). We do not found difference in complications according to severity (minor vs major complication). CONCLUSION: Previous studies reported good oncologic outcomes and low complication rates with CO2 transoral laser microsurgery (TOLMS) compared to traditional open surgery. However, it is important to consider the different intraoperative surgical, major and minor complications related to CO2 TOLMS and discuss this with our patients during the preoperative assessment, especially in those patients who need a supraglottic tumor resection.
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Complicaciones Intraoperatorias/epidemiología , Neoplasias Laríngeas/cirugía , Laringoscopía/efectos adversos , Láseres de Gas/efectos adversos , Microcirugia/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Dióxido de Carbono , Femenino , Humanos , Complicaciones Intraoperatorias/etiología , Laringoscopía/métodos , Laringe/cirugía , Masculino , Microcirugia/métodos , Persona de Mediana Edad , Estudios Prospectivos , Índice de Severidad de la Enfermedad , Resultado del TratamientoRESUMEN
INTRODUCTION: Facial nerve injury remains the most severe complication of parotid gland surgery. Due to the increasing evidence about the advantage of the use of intraoperative facial nerve monitoring, a survey was distributed among members of the Spanish Society of Otorhinolaryngology-Head and Neck Surgery with the objective of determining patterns of its use. MATERIAL AND METHODS: A questionnaire which included 12 separate questions in 3 sections was distributed via email through the official email of the Spanish Society of Otorhinolaryngology-Head and Neck Surgery. The first section of questions was in relation to demographic characteristics, the second section was related to the pattern of monitoring use and the third section referred to litigation related to facial palsy. RESULTS: 1544 anonymous questionnaires were emailed. 255 surveys were returned, giving an overall response rate of 16.5%. From these, 233 (91.3%) respondents perform parotid gland surgery. Two-hundred nineteen (94%) respondents use intraoperative facial nerve monitoring. Of the respondents,94% used intraoperative facial nerve monitoring if in their current practice they performed fewer than 10 parotidectomies per year and 93.8% if they performed more than 10 (OR, 1.02; 95% CI, 0.68-1.45; p=.991). With regard to lawsuits, just 3 (1.2%) of the respondents had a history of a parotid gland surgery-associated lawsuit and in just one case the facial nerve monitor was not used. CONCLUSION: Our data demonstrate that most otolaryngologists in Spain use intraoperative facial nerve monitoring during parotid gland surgery. Almost all of them use it to improve patient safety and consider that facial nerve monitoring should be helpful preventing inadvertent injury.
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OBJECTIVE: Peripheral facial palsy is a disabling condition; thus, assessing its impact on quality of life is one of the greatest challenges within this discipline. The Facial Clinimetric Evaluation (FaCE) Scale has been validated for this purpose. The aim of this study is to translate and validate the Spanish version of the FaCE Scale. STUDY DESIGN: We performed a forward-backward translation of the original English FaCE Scale. A pilot test and a posterior prospective validation study were performed. SETTING: A pilot test and a posterior prospective validation study were conducted in a specialized facial palsy unit in a tertiary hospital. METHODS: A validation study was carried out in 85 patients to calculate the scale's internal consistency and validity and to compare outcomes with the Sunnybrook Facial Grading System and the Facial Disability Index (FDI). RESULTS: Internal consistency was evaluated by Cronbach's α coefficient, which showed a value of 0.841 (95% CI, 0.786-0.886). The total FaCE Scale score correlates well with the Sunnybrook, FDI physical function, and FDI social/well-being function scores: r = 0.773, r = 0.883, and r = 0.523, respectively. The FDI social/well-being function has the highest correlation with the FaCE Scale social function domain (r = 0.595). CONCLUSION: The Spanish version of the FaCE Scale demonstrated a high psychometric property that allows it to be used for clinical practice to assess the quality of life of Spanish-speaking patients with peripheral facial palsy.
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Parálisis Facial/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Calidad de Vida , Evaluación de Síntomas , Traducciones , Adulto JovenRESUMEN
INTRODUCTION: Although lithiasis represents more than 60% of all cases of salivary gland obstruction, only 20% occurs in the Stensen´s duct. Nonetheless, the potential complications related to parotid gland surgery due to facial nerve injury, makes the development of minimally invasive techniques highly relevant. MATERIALS AND METHODS: A pilot study was conducted to assess results of patients treated by sialendoscopy-assisted trans-oral approach to treat Stensen´s duct lithiasis. RESULTS: Eight patients were included; all of them operated satisfactorily. Six of them were male, and 2 were female. The mean size of the stones was 9.6 mm (Min: 6 mm/Max: 16 mm). Regarding to lithiasis location: it was anterior to the masseter line in the distal third of the Stensen's duct in seven patients and in another patient was immediately below the buccinator muscle. During the follow-up, all patients presented a healthy functioning of the gland after the compressive massage. Regarding complications, one patient presented a Stensen's duct stenosis, which required reintervention. CONCLUSION: The transoral Stensen´s duct approach represents a safe technique for lithiasis bigger than 3 mm in the distal portion of the Stensen´s duct, anterior to the Masseter Muscle line and when other minimal invasive techniques fail.
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Litiasis , Glándula Parótida , Endoscopía , Femenino , Humanos , Masculino , Glándula Parótida/cirugía , Proyectos Piloto , Conductos Salivales/cirugíaRESUMEN
(1) Background: Despite the increasing use of intraoperative facial nerve monitoring during parotid gland surgery or the improvement in the preoperative radiological assessment, facial nerve injury (FNI) continues to be the most feared complication; (2) Methods: patients who underwent parotid gland surgery for benign tumors between June 2010 and June 2019 were included in this study aiming to make a proof of concept about the reliability of an artificial neural networks (AAN) algorithm for prediction of FNI and compared with a multivariate linear regression (MLR); (3) Results: Concerning prediction accuracy and performance, the ANN achieved the highest sensitivity (86.53% vs 46.23%), specificity (95.67% vs 92.59%), PPV (87.28% vs 66.94%), NPV (95.68% vs 83.37%), ROC-AUC (0.960 vs 0.769) and accuracy (93.42 vs 80.42) than MLR; and (4) Conclusions: ANN prediction models can be useful for otolaryngologists-head and neck surgeons-and patients to provide evidence-based predictions about the risk of FNI. As an advantage, the possibility to develop a calculator using clinical, radiological and histological or cytological information can improve our ability to generate patients counselling before surgery.