Artificial intelligence chatbots as sources of patient education material for obstructive sleep apnoea: ChatGPT versus Google Bard.

PURPOSE: To perform the first head-to-head comparative evaluation of patient education material for obstructive sleep apnoea generated by two artificial intelligence chatbots, ChatGPT and its primary rival Google Bard. METHODS: Fifty frequently asked questions on obstructive sleep apnoea in English were extracted from the patient information webpages of four major sleep organizations and categorized as input prompts. ChatGPT and Google Bard responses were selected and independently rated using the Patient Education Materials Assessment Tool-Printable (PEMAT-P) Auto-Scoring Form by two otolaryngologists, with a Fellowship of the Royal College of Surgeons (FRCS) and a special interest in sleep medicine and surgery. Responses were subjectively screened for any incorrect or dangerous information as a secondary outcome. The Flesch-Kincaid Calculator was used to evaluate the readability of responses for both ChatGPT and Google Bard. RESULTS: A total of 46 questions were curated and categorized into three domains: condition (n = 14), investigation (n = 9) and treatment (n = 23). Understandability scores for ChatGPT versus Google Bard on the various domains were as follows: condition 90.86% vs.76.32% (p < 0.001); investigation 89.94% vs. 71.67% (p < 0.001); treatment 90.78% vs.73.74% (p < 0.001). Actionability scores for ChatGPT versus Google Bard on the various domains were as follows: condition 77.14% vs. 51.43% (p < 0.001); investigation 72.22% vs. 54.44% (p = 0.05); treatment 73.04% vs. 54.78% (p = 0.002). The mean Flesch-Kincaid Grade Level for ChatGPT was 9.0 and Google Bard was 5.9. No incorrect or dangerous information was identified in any of the generated responses from both ChatGPT and Google Bard. CONCLUSION: Evaluation of ChatGPT and Google Bard patient education material for OSA indicates the former to offer superior information across several domains.

Performance of artificial intelligence chatbots in sleep medicine certification board exams: ChatGPT versus Google Bard.

PURPOSE: To conduct a comparative performance evaluation of GPT-3.5, GPT-4 and Google Bard in self-assessment questions at the level of the American Sleep Medicine Certification Board Exam. METHODS: A total of 301 text-based single-best-answer multiple choice questions with four answer options each, across 10 categories, were included in the study and transcribed as inputs for GPT-3.5, GPT-4 and Google Bard. The first output responses generated were selected and matched for answer accuracy against the gold-standard answer provided by the American Academy of Sleep Medicine for each question. A global score of 80% and above is required by human sleep medicine specialists to pass each exam category. RESULTS: GPT-4 successfully achieved the pass mark of 80% or above in five of the 10 exam categories, including the Normal Sleep and Variants Self-Assessment Exam (2021), Circadian Rhythm Sleep-Wake Disorders Self-Assessment Exam (2021), Insomnia Self-Assessment Exam (2022), Parasomnias Self-Assessment Exam (2022) and the Sleep-Related Movements Self-Assessment Exam (2023). GPT-4 demonstrated superior performance in all exam categories and achieved a higher overall score of 68.1% when compared against both GPT-3.5 (46.8%) and Google Bard (45.5%), which was statistically significant (p value < 0.001). There was no significant difference in the overall score performance between GPT-3.5 and Google Bard. CONCLUSIONS: Otolaryngologists and sleep medicine physicians have a crucial role through agile and robust research to ensure the next generation AI chatbots are built safely and responsibly.

Enhancing paranasal sinus disease detection with AutoML: efficient AI development and evaluation via magnetic resonance imaging.

PURPOSE: Artificial intelligence (AI) in the form of automated machine learning (AutoML) offers a new potential breakthrough to overcome the barrier of entry for non-technically trained physicians. A Clinical Decision Support System (CDSS) for screening purposes using AutoML could be beneficial to ease the clinical burden in the radiological workflow for paranasal sinus diseases. METHODS: The main target of this work was the usage of automated evaluation of model performance and the feasibility of the Vertex AI image classification model on the Google Cloud AutoML platform to be trained to automatically classify the presence or absence of sinonasal disease. The dataset is a consensus labelled Open Access Series of Imaging Studies (OASIS-3) MRI head dataset by three specialised head and neck consultant radiologists. A total of 1313 unique non-TSE T2w MRI head sessions were used from the OASIS-3 repository. RESULTS: The best-performing image classification model achieved a precision of 0.928. Demonstrating the feasibility and high performance of the Vertex AI image classification model to automatically detect the presence or absence of sinonasal disease on MRI. CONCLUSION: AutoML allows for potential deployment to optimise diagnostic radiology workflows and lay the foundation for further AI research in radiology and otolaryngology. The usage of AutoML could serve as a formal requirement for a feasibility study.

Restoring Balance and Symmetry to the Aging Nose.

Accurate assessment of facial symmetry is a key component of successful rhinoplasty surgery but is often overlooked by both surgeon and patient. Up to three-quarters of patients with a significantly crooked nose have been found to have concurrent marked facial asymmetry. Whilst not a contraindication to rhinoplasty, provided that facial asymmetry is identified in advance and expectations realistic, the correction of nasal deformities can improve perceived facial asymmetry. In the aging face, aside from soft tissue and bony resorption that can amplify facial asymmetry, there are specific surgical challenges to the aging nose; the normal tip support mechanisms deteriorate with age giving rise to distinctive changes to the aging nose-typically tip ptosis and a hanging columella; bone quality becomes more brittle and skin overlying this area becomes thinner. There is also weakening of the external nasal valve thus causing functional impairment too. As a result, rhinoplasty techniques used in younger patients may not be suitable in the aging nose. In this article, the authors describe their experience and outline the evidence on the management of the aging patient with facial and nasal asymmetry.

The Evidence Base for the Benefits of Functional Septorhinoplasty and its Future Post COVID-19.

Ever since the introduction of the concept of Procedures of Limited Clinical Value (PoLCV), procedures such as functional septorhinoplasty have been subject to additional funding restrictions within the British National Health Service. Recent publications have suggested that 10% of Clinical Commissioning Groups in the United Kingdom no longer fund septorhinoplasty surgery irrespective of the indications, including congenital malformations or post-trauma, and despite the strong evidence available in the literature in treating a range of health conditions. Thus, inequity exists across the country. At present functional septorhinoplasty surgery is frequently but incorrectly grouped together with aesthetic rhinoplasty, both of which are deemed to be cosmetic interventions. Moreover, as we exit the peak of the current coronavirus disease 2019 (COVID-19) pandemic, procedures deemed to be of lower clinical priority will potentially be at risk throughout Europe. The purpose of this review is twofold; the first is to put forward the evidence to commissioners in favor of functional septorhinoplasty surgery on patient well-being and mental health; the second is to demonstrate why functional septorhinoplasty surgery is a distinct procedure from aesthetic rhinoplasty and why it ought not to be classified as a procedure of limited clinical value.

Nasal reconstructive surgery for vasculitis affecting the nose: our two-centre international experience.

PURPOSE: To recommend an international multidisciplinary medical and surgical algorithm of treatment in nasal vasculitis, which will create a more streamlined approach. METHODS: A two-centre, international retrospective analysis of granulomatosis with polyangiitis (GPA) and levamisole-associated vasculitis (LAV) cases presenting between 2005 and 2019 was carried out. Demographic data, and surgical and medical treatment were recorded. Patients' signs and symptoms were analysed, and recommended treatment strategies outlined with key surgical procedures described. RESULTS: Forty-one GPA patients and 11 LAV patients were included in the study with a mean age of 38.6 and 38.8 years, respectively. A stepwise surgical management approach with reconstructive options is described and includes: (1) examination under general anaesthesia, biopsy, and insertion of silastic nasal splints; (2) septal perforation repair (with caution); (3) mild-to-moderate saddle nose reconstruction with costal cartilage; (4) severe saddle nose reconstruction with osseocartilaginous rib grafts; (5) soft-tissue reconstruction techniques. CONCLUSIONS: The management of nasal vasculitis is a particular challenge in facial plastic surgery. It requires a close collaborative approach with a physician skilled in the medical management of vasculitis. Surgery must be planned judiciously, with realistic patient expectations and only after a sustained period of remission. For more severe saddle deformities, the modified osseocartilaginous Andrews technique gives excellent long-term results.

A national survey of functional septorhinoplasty surgery performed in the United Kingdom: a clinician end-user questionnaire to assess current practice and help inform future practice.

PURPOSE: The aim of this national survey is to assess the current practice of functional septorhinoplasty (SRP) surgery in the UK and better inform future practice. METHODS: An ENT-UK approved questionnaire was sent out to all 135 consultant members of the British Society of Facial Plastic Surgery (BSFPS). Data was collected on numbers of functional SRPs performed on the NHS, use of outcome measures, psychology and photography support, antibiotic use, referral base and consenting practice. RESULTS: The response rate was 38.5%, with 52 out of 135 completed. The median number of annual SRP cases per surgeon was 40. Most surgeons (95%) used clinical photography as an outcome measure. However, 27% of the respondents use a subjective outcome measurement and 3% of them use an objective outcome measurement. Only 34% had access to psychology support and 60% receive their referrals from primary care. All surgeons counsel patients for aesthetic change, 15% mention CSF leak and 38% mention olfactory disturbance. The key comment from our respondents was to relabel the rhinoplasty procedure as a functional SRP procedure with the aim to remove it from the Procedures of Limited Clinical Value (PoLCV) list. CONCLUSION: The majority of our respondents perform a large proportion of the SRP surgeries in the UK with each of the respondents performing an average of 40 SRP surgeries per year. There is a need to recatergorise functional septorhinoplasty as a functional operation and recommend functional SRP surgery to be removed from the PoLCV list.

A pilot study to determine the effects of nasal co-phenylcaine on drug-induced sleep endoscopy.

PURPOSE: The use of nasal decongestant and nasal anaesthesia is currently not recommended during drug-induced sleep endoscopy (DISE) according to the European position paper. The evaluation of the effects of nasal decongestant/anaesthesia on DISE has not been performed before and our aim is to perform a pilot study to determine whether nasal decongestants/anaesthesia affects DISE outcomes. METHODS: 27 patients undergoing DISE for OSA or for simple snoring were included. On each patient, DISE was performed twice, before and approximately 10 min after the administration of two puffs of co-phenylcaine nasal spray (lidocaine hydrochloride 5%, phenylephrine 0.5%, and benzalkonium chloride 0.01%) into each nostril. A nasal peak inspiratory flow was used for the objective assessment of nasal airway obstruction. During the first and the second DISE the loudness of the snoring was also recorded. RESULTS: Change in DISE total grading after nasal spray administration was not statistically significant. For the same grading, changes in percentage of contribution to collapse were not statistically significant. Sex, AHI, BMI, tonsils grade, presence of rhinitis, turbinate hypertrophy, nasal septal deviation, or nasal peak inspiratory flow limitation had no influence on the effect of nasal spray. Co-phenylcaine did not significantly influence the loudness of snoring. CONCLUSIONS: Our pilot study supports the use of co-phenylcaine nasal spray during DISE and the positive effects of the nasal spray do not influence the grading outcome. Importantly, the decongestant enhances the nasal assessment during DISE and potentially aids in the diagnosis of nasal obstruction while the nasal anaesthetic component may be beneficial by reducing nasal discomfort during DISE and thereby helping to reduce the total dose of intravenous anaesthetic administered. However, further studies on a larger population are needed to confirm our results.

Postoperative Care in Aesthetic Rhinoplasty Patients.

After rhinoplasty, during the first 24 hours, the patients should be closely monitored for pain and discomfort, nausea and vomiting, and cool compresses must be applied regularly to decrease edema and ecchymosis. In the early postoperative period of the first month, the sutures, cast, and splints are usually removed during the first week. Then the patient is followed-up at 1, 3, 6, and 12-month intervals routinely to observe healing. In the meantime, any kind of intranasal and extranasal complications should be noted. The outcome measures such as ROE, NOSE, or SCHNOS should be used 3 to 6 months after surgery. If the patient is closely followed-up, then any unwanted complication or dissatisfaction can be solved after 6 to 12 months.

A retrospective study of ultrasound and FNA cytology investigation of thyroid nodules: working towards combined risk stratification.

The British Thyroid Association recommended in new guidelines on thyroid cancer treatment [Kwak et al. (Korean J Radiol 14:110-117, 2013)] that ultrasound grading of thyroid nodules should be incorporated into MDT management. A retrospective study was carried out to determine that the impact of US grading has had on MDT decision making in practice. The design used in the study is a retrospective review of case notes. The study was carried out in the hub hospital for thyroid cancer in the North west London Cancer network. We included consecutive patients referred to the regional thyroid multidisciplinary meeting between August 2014 and May 2015 for investigation of thyroid nodules. Data were collected on patient demographics, co-morbidity, thy grading, ultrasound grading, surgery, post-operative histology, and radioactive iodine treatment details. Accuracy of cytology and ultrasound in diagnosing malignancy was correlated to definitive histology. 99 patients with thyroid nodules were included in the study. 97% of patients had at least one fine needle aspiration and 75% had ultrasound grading. Thy3f (Bethesda IV) nodules were more likely to be carcinoma if associated with a U4 grade rather than U3 (67 vs 18%, p = 0.028). Ultrasound grading has recently been introduced to the standard practice in investigation of thyroid nodules. Further assessment of the accuracy of ultrasound grading in clinical practice may allow us to risk-stratify thy3a/thy3f (Bethesda III/IV) lesions and personalise treatment.

Rare and unusual metastases of a gastrointestinal stromal tumour.

Gastrointestinal stromal tumours (GISTs) are the most common mesenchymal tumours of the gastrointestinal tract, histological and immunohistochemistry findings help to differentiate such tumours from other gastrointestinal malignancies. Metastasis is common to the stomach and small bowel and often presents with gastrointestinal bleeding. This is a case of an 82 year old man with an inguinal mass that following exploratory examination was found on histology to be a GIST metastases, imaging also showed pulmonary metastases. Following colonoscopy the primary caecal mass was found. Such metastatic presentations are extremely rare for this type of tumour. This case report highlights these unusual findings.

International Multicenter Study of Clinical Outcomes of Sinonasal Melanoma Shows Survival Benefit for Patients Treated with Immune Checkpoint Inhibitors and Potential Improvements to the Current TNM Staging System.

Objectives Sinonasal mucosal melanoma (SNMM) is an extremely rare and challenging sinonasal malignancy with a poor prognosis. Standard treatment involves complete surgical resection, but the role of adjuvant therapy remains unclear. Crucially, our understanding of its clinical presentation, course, and optimal treatment remains limited, and few advancements in improving its management have been made in the recent past. Methods We conducted an international multicenter retrospective analysis of 505 SNMM cases from 11 institutions across the United States, United Kingdom, Ireland, and continental Europe. Data on clinical presentation, diagnosis, treatment, and clinical outcomes were assessed. Results One-, three-, and five-year recurrence-free and overall survival were 61.4, 30.6, and 22.0%, and 77.6, 49.2, and 38.3%, respectively. Compared with disease confined to the nasal cavity, sinus involvement confers significantly worse survival; based on this, further stratifying the T3 stage was highly prognostic ( p < 0.001) with implications for a potential modification to the current TNM staging system. There was a statistically significant survival benefit for patients who received adjuvant radiotherapy, compared with those who underwent surgery alone (hazard ratio [HR] = 0.74, 95% confidence interval [CI]: 0.57-0.96, p = 0.021). Immune checkpoint blockade for the management of recurrent or persistent disease, with or without distant metastasis, conferred longer survival (HR = 0.50, 95% CI: 0.25-1.00, p = 0.036). Conclusions We present findings from the largest cohort of SNMM reported to date. We demonstrate the potential utility of further stratifying the T3 stage by sinus involvement and present promising data on the benefit of immune checkpoint inhibitors for recurrent, persistent, or metastatic disease with implications for future clinical trials in this field.

Clinical outcomes, Kadish-INSICA staging and therapeutic targeting of somatostatin receptor 2 in olfactory neuroblastoma.

INTRODUCTION: Olfactory neuroblastoma (ONB) is a rare cancer of the sinonasal region. We provide a comprehensive analysis of this malignancy with molecular and clinical trial data on a subset of our cohort to report on the potential efficacy of somatostatin receptor 2 (SSTR2)-targeting imaging and therapy. METHODS: We conducted a retrospective analysis of 404 primary, locally recurrent, and metastatic olfactory neuroblastoma (ONB) patients from 12 institutions in the United States of America, United Kingdom and Europe. Clinicopathological characteristics and treatment approach were evaluated. SSTR2 expression, SSTR2-targeted imaging and the efficacy of peptide receptor radionuclide therapy [PRRT](177Lu-DOTATATE) were reported in a subset of our cohort (LUTHREE trial; NCT03454763). RESULTS: Dural infiltration at presentation was a significant predictor of overall survival (OS) and disease-free survival (DFS) in primary cases (n = 278). Kadish-Morita staging and Dulguerov T-stage both had limitations regarding their prognostic value. Multivariable survival analysis demonstrated improved outcomes with lower stage and receipt of adjuvant radiotherapy. Prophylactic neck irradiation significantly reduces the rate of nodal recurrence. 82.4% of the cohort were positive for SSTR2; treatment of three metastatic cases with SSTR2-targeted peptide-radionuclide receptor therapy (PRRT) in the LUTHREE trial was well-tolerated and resulted in stable disease (SD). CONCLUSIONS: This study presents pertinent clinical data from the largest dataset, to date, on ONB. We identify key prognostic markers and integrate these into an updated staging system, highlight the importance of adjuvant radiotherapy across all disease stages, the utility of prophylactic neck irradiation and the potential efficacy of targeting SSTR2 to manage disease.

Comparison of MRI and CT in the Evaluation of Unilateral Maxillary Sinus Opacification.

OBJECTIVES: To evaluate the diagnostic performance of MRI compared with CT in differentiating neoplastic from infectious/inflammatory causes of complete unilateral maxillary sinus opacification (UMSO). Although MRI is increasingly used, no studies validate its utility compared to CT or nasal endoscopy in this context. METHODS: A retrospective analysis of 49 patients presenting with complete UMSO to a tertiary referral centre was performed, investigated with both CT and MRI. Two head and neck radiologists independently reviewed each imaging modality and recorded both a final diagnosis and Likert-scale diagnostic certainty score. A consensus radiological diagnosis was determined, stratified into potentially neoplastic or infectious/inflammatory aetiology, and compared with nasal endoscopy and final diagnosis. Diagnostic performance and interoperator agreement for predicting neoplasia were calculated. RESULTS: Both CT and MRI demonstrated high sensitivity and negative predictive value for neoplasm, although MRI was more specific (79%; 95% CI: 60-92%) than CT (14%; 95% CI: 4-32%), with a higher positive predictive value. MRI was more accurate (88%; 95% CI: 75-95%) than CT (49%; 95% CI: 34-64%) in diagnosing neoplasia. MRI had significantly higher diagnostic certainty Likert scores than CT (p < 0.0001 for both observers). Interobserver agreement was fair for CT (kappa coefficient = 0.327) and excellent for MRI (kappa coefficient = 0.918). CONCLUSIONS: MRI is more specific than CT in characterising UMSO, with greater diagnostic certainty and reproducibility. The additive diagnostic value of MRI complements CT, potentially reducing diagnostic delays in some cases and the need for diagnostic endoscopic sinus surgery in others. We recommend MRI incorporation into the diagnostic pathway for patients with UMSO.

Olfactory dysfunction in antineutrophil cytoplasmic antibody-associated vasculitides: A review of the literature.

Olfactory dysfunction (OD) has been described in patients with antineutrophil cytoplasmic antibody-associated vasculitides (AAV), but the underlying mechanisms are not completely understood. The causes of altered smell function can generally be divided into conductive, sensorineural or others. To date no specific treatment is available for AAV-related OD and the efficacy of currently available options has not been explored. The aim of this review is to provide an overview of the causes that may lead to OD in patients with AAV. Current available treatments for OD and possible options in patients with AAV presenting with smell impairment are also mentioned.

Anorectal symptoms during pregnancy: how important is trimester?

PURPOSE: The frequency of anorectal symptoms amongst pregnant women has not been objectively investigated in the United Kingdom. The aim of this study was to determine the frequency of anorectal symptoms during each trimester of pregnancy. METHODS: Women attending the antenatal clinics at a London teaching hospital were asked to complete a questionnaire. The presence or absence of common anorectal symptoms experienced both before and during the current pregnancy together with demographic and pregnancy data was collected. Statistical analysis was performed using Fisher's exact test. RESULTS: Two hundred seventeen patients (first trimester n=75, second trimester n=70 and third trimester n=72) participated. A significant increase in the frequency of symptoms was observed in the third (43.1%) compared to the first (16.0%, p<0.001) and second (22.9%, p=0.013) trimesters. The incidence of per rectal bleeding was significantly greater in the third trimester (30.6%) compared to the first (10.6%, p=0.004) and the second (12.9%, p=0.014) trimesters. Similarly, anal pain was significantly more frequent in the third trimester (34.7%) compared to the first (13.3%, p=0.003) and the second (12.9%, p=0.003) trimesters. CONCLUSION: The frequency of anorectal symptom reporting appears to increase as pregnancy progresses. Further investigation and research is warranted to determine the configuration of services that may be required to treat those affected.

A Unilateral Mucoperichondrial/Mucoperiosteal Flap Including Inferior Turbinate with Contralateral Underlay Xenograft for a Large Nasal Septal Perforation Repair.

Findings: We describe a septal perforation repair technique aimed for moderate to large perforations, which involves a unilateral transpositional/rotational flap utilizing lateral nasal wall and inferior turbinate (IT) mucosa and a contralateral underlay porcine small intestinal submucosa mesh. Meaning: The addition of IT mucosa as part of the unilateral lateral nasal wall mucoperichondrium/periosteal flap combined with a contralateral acellular matrix underlay optimizes the repair of larger perforations. The underlay acellular matrix acts as a scaffold for the regeneration of healthy mucoperichondrium akin to a tympanoplasty repair and reduces donor site morbidity.

The role of surgery in antineutrophil cytoplasmic antibody-associated vasculitides affecting the nose and sinuses: A systematic review.

BACKGROUND: The ear, nose and throat region has been reported to be one of the commonest sites involved in antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis diseases and often precedes the diagnosis of ANCA-associated vasculitis by many months. Although treatment for ANCA-associated vasculitis primarily requires systemic immunosuppressive therapy, there are specific indications for sinonasal surgery during the course of the disease process. The three major roles for surgery in sinonasal vasculitis are to aid diagnosis through biopsy, enable symptom relief and nasal reconstructive surgery consideration when in remission. PURPOSE: The aim of this systematic review is to provide an overview of the surgical procedures which can be performed in patients with ANCA-associated vasculitis presenting with sinonasal involvement. MATERIALS AND METHODS: A systematic literature search was performed for scientific articles on MEDLINE (PubMed Advanced MEDLINE Search) and EMBASE. The search included all articles up to April 2020. CONCLUSION: Surgical intervention during the active phase of ANCA-associated vasculitis disease can improve the patient's symptoms and enable histological diagnosis. The surgical decision to manage the nose requires a multidisciplinary approach involving the vasculitis specialist and the ear, nose and throat surgeon. Nasal reconstruction can be performed to restore form and function but only when the disease is in remission so as to maximise success and minimise complications.