Characteristics of pediatric patients claimed with acute upper respiratory infection during otorhinolaryngology consultations: A descriptive study of a large Japanese medical claims database.

This study aimed to clarify other diseases claimed simultaneously with acute upper respiratory infection (URI), antibiotic prescriptions, and examinations associated with infectious diseases in pediatric patients with acute URI insurance claims at otorhinolaryngology outpatient visits. Pediatric patients who visited an otolaryngology department between 2019 and 2021 and were definitively diagnosed with URI were selected using a large Japanese medical claims database. Patient backgrounds, antibiotic use, and examinations were descriptively evaluated. In total, 8010 patients were included in the analysis. The median number (interquartile range) of diseases claimed in the same month as acute URI was 4 (3-6). Only 519 (6.5 %) patients were claimed as acute URI alone. Regardless of the prescription of antibiotics, the most commonly redundantly claimed disease in these patients was allergic rhinitis, followed by acute bronchitis, acute sinusitis, and earwax impaction. The frequently prescribed antibiotics were third-generation cephalosporins, macrolides, and penicillins with extended-spectrum, including amoxicillin which was recommended by the Japanese manual; the proportion of patients with examinations was low (2.9-21.7 %). Among patients with acute URI, diagnoses requiring antibiotics were also claimed; therefore, when evaluating acute URI using the Japanese medical claims database, care must be taken in patient selection. Moreover, the implementation rate of examinations necessary for diagnosis was low, so there is an urgent need to develop an environment where examinations can be conducted in outpatient settings.

Barbed Pharyngoplasty simulation using a 3D-printed model: design and validation study.

PURPOSE: Learning how to use barbed sutures and perform Barbed Pharyngoplasty (BP) is challenging due to limited surgical training opportunities. This work aims to design, develop, and validate a new 3D surgical simulator to train ENT residents and specialists in performing BP. METHODS: The Barbed Pharyngoplasty Simulator (BPS) was designed using diagnostic images of the facial mass and testing different materials to replicate the mucosal and bony tissues. ENT specialists with experience in BP and ENT residents were included in the validation study and were asked to perform the Alianza BP. After the simulation, they compiled the Face and Content Validity Questionnaires. RESULTS: The BPS consists of a reusable cranial structure that contains the disposable palatopharyngeal structure, replicating the palatal structures and the tongue. Fifteen experienced ENT specialists and nine residents were included in the study. Findings demonstrated that the BPS faithfully replicated the muscular and fibrous-bony palatopharyngeal structures, with only 11% of residents having a negative opinion of the mucosal tissue. All the participants positively rated the sensation of using surgical instruments on the simulator. Also, ENT residents rated all aspects of the content validity test from normal to excellent, while specialists rated the BPS as a general training tool from normal to excellent; for lateral pharyngoplasty, BP, and Alianza, only 6.7% of participants disagreed with its usefulness, and 13.3% disagreed with it for anterior pharyngoplasty. CONCLUSION: The BPS proposed in this preliminary study can potentially be a valuable tool in BP surgical training for residents and young otolaryngologists.

Nasal Lining Repair: A Comprehensive Literature Review.

BACKGROUND: Currently, there are limited reviews in the dermatology literature on how to approach reconstruction of nasal lining in full-thickness nasal defects resulting from Mohs micrographic surgery. Given variable training and experience, dermatologic surgeons may seek additional references to help reconstruct certain advanced defects. We sought to synthesize literature from dermatologic surgery, plastic surgery, and otolaryngology to review repair options and considerations for repair of nasal lining defects. OBJECTIVE: To present a comprehensive literature review of repair options for nasal lining reconstruction and discuss advantages, disadvantages, specific anatomic considerations, and techniques to execute such options. MATERIALS AND METHODS: Articles from several different reconstructive specialties including dermatologic/Mohs surgery, otolaryngology, and plastic and reconstructive surgery were reviewed. Instructive images were compiled to illustrate several techniques, with additional medical illustration recreations included to help showcase important reconstructive approaches. RESULTS: A comprehensive descriptive review of nasal lining repair options for the reconstructive surgeon. CONCLUSION: Advanced tumors can result in full-thickness nasal defects, and this review describes various reconstructive options for reconstruction based on the extent of the defect.

Evaluating diagnostic and management agreement between physiotherapists and ear, nose and throat specialist in a primary contact physiotherapy-led vestibular clinic: A prospective blinded inter-rater agreement pilot study.

BACKGROUND: Dizziness and vertigo are common referrals to Ear Nose Throat (ENT) outpatient services however these services have long waitlists for assessment. Primary contact physiotherapy-led vestibular clinics are recognized as improving access to care. This pilot study investigated agreement between physiotherapists and an ENT medical practitioner for diagnostic and management decisions in patients attending a primary contact physiotherapy-led vestibular clinic. METHODS: Prospective blinded inter-rater agreement study undertaken in an ENT primary contact physiotherapy-led vestibular clinic. Participants were adults referred to ENT from general practitioners, triaged (Category 2 or 3) to the primary contact physiotherapy-led vestibular clinic with clinical symptoms consistent with vestibular disorder. Primary outcome measures included agreement of diagnoses and management decisions made by an ENT medical practitioner and Physiotherapist based on a vestibular physiotherapy assessment. Adverse events were reviewed 11 months post data collection. Gwet's first order agreement co-efficient (AC1) calculated inter-rater reliability between physiotherapy and ENT. RESULTS: Fifty-one participants were recruited consecutively from the primary contact physiotherapy-led vestibular clinic. Physiotherapy and ENT had a substantial agreement (AC1 0.613) on diagnosis. AC1 between physiotherapy and ENT for recommending Magnetic resonance imaging (0.810) and computerized tomography (0.935) both indicated near perfect agreement. There was moderate to near-perfect agreement regarding management recommendations between physiotherapy and ENT. Substantial agreement (AC1 0.720) was found for recommendations for ENT input, near perfect agreement (AC1 0.933) for neurology input and moderate agreement (AC1 0.574) for physiotherapy input. There were no adverse events from physiotherapist's management decision, based on final recommendations undertaken 11-months post data collection. CONCLUSIONS: Physiotherapists and ENT medical practitioner made comparable diagnostic and management decisions, based on physiotherapy and audiology hearing assessment, for adults with signs of vestibular dysfunction, within an ENT primary contact physiotherapy-led vestibular clinic. This study provides support for this type of Physiotherapy-led service in managing patients referred to an ENT service with vestibular dysfunction.

Can GPT-4 revolutionize otolaryngology? Navigating opportunities and ethical considerations.

Otolaryngologists can enhance workflow efficiency, provide better patient care, and advance medical research and education by integrating artificial intelligence (AI) into their practices. GPT-4 technology is a revolutionary and contemporary example of AI that may apply to otolaryngology. The knowledge of otolaryngologists should be supplemented, not replaced when using GPT-4 to make critical medical decisions and provide individualized patient care. In our thorough examination, we explore the potential uses of the groundbreaking GPT-4 technology in the field of otolaryngology, covering aspects such as potential outcomes and technical boundaries. Additionally, we delve into the intricate and intellectually challenging dilemmas that emerge when incorporating GPT-4 into otolaryngology, considering the ethical considerations inherent in its implementation. Our stance is that GPT-4 has the potential to be very helpful. Its capabilities, which include aid in clinical decision-making, patient care, and administrative job automation, present exciting possibilities for enhancing patient outcomes, boosting the efficiency of healthcare delivery, and enhancing patient experiences. Even though there are still certain obstacles and limitations, the progress made so far shows that GPT-4 can be a valuable tool for modern medicine. GPT-4 may play a more significant role in clinical practice as technology develops, helping medical professionals deliver high-quality care tailored to every patient's unique needs.

Otolaryngology-head and neck surgery resident and medical school characteristics: Current paradigm amidst changing application criteria.

PURPOSE: To determine the characteristics of current US Otolaryngology-Head and Neck Surgery (Oto-HNS) residents and their medical school. METHODS: Data were manually collected between Dec 2022 and Jan 2023 for 1649 residents attending 163 US-based ACGME accredited Oto-HNS residency programs, reflecting the 2018-2022 cohort. All data were collected from publicly available sources including residency and medical school program websites, web of science, and professional networking sites (ex: LinkedIn, Doximity). Data were analyzed to determine the "feeder" schools which contributed the greatest number and percent of residents. Using univariable linear regression models, we characterized factors which were associated with feeder school status. RESULTS: Of 1649 residents analyzed, 364 (22 %) matched to their home program and 918 (56 %) stayed in the region of their medical school. The median [IQR] number of published papers and abstracts was 5 [3, 9] with an h-index of 2 [1,4]. Factors associated with producing a greater percent of Oto-HNS residents include presence of an interest group, presence of a home program, USNWR research rank of the medical school, Doximity reputation rank of the home residency program, average pre-residency h-index of the school's graduates, and total NIH research funding (each p < 0.001). CONCLUSIONS: In the changing landscape of residency applications after the USMLE Step 1 exam's transition in January 2022 to pass/fail scoring, it is important to objectively characterize current Oto-HNS residents. Findings from this study will inform prospective residents and residency programs seeking to improve access to Oto-HNS. Future small-scale studies may help further identify driving factors within medical school curricula.

Implementing a formal curriculum on surgical ethics and palliative care for otolaryngology residents.

OBJECTIVE: Residents are faced with ethical issues every day but most residency curriculums do not routinely include formal ethics skills training. In order to address this, a comprehensive curriculum on ethics and surgical palliative care was implemented for otolaryngology residents. METHODS: An 8-h ethics didactics curriculum was designed in collaboration with our institution's Institute of Ethics. Varied strategies were used to cover basic principles and practical skills. Anonymous assessments were completed by learners at 3 points during the curriculum on a 5-point scale. RESULTS: Nine residents were surveyed. Prior to the curriculum, a large majority of residents (85 %) expressed little to no familiarity with basic ethical principles. There was statistically significant improvement in understanding of and familiarity with bioethics topics, including the four principles of bioethics (Δ = 2.4, p = 0.004). There was also statistically significant improvement in comfort with the implementation of ethical decision making and palliative care skills, including with difficult conversations with patients (Δ = 1.3, p = 0.03). Participation in sessions was excellent with positive qualitative feedback. CONCLUSION: An interactive curriculum in ethics and palliative care can be engaging and practical for busy surgical residents, with measurable improvement in comfort with challenging cases and ethical, patient-centered care.

Augmented otorhinologic evaluation in telemedical visits.

PURPOSE: To determine if an endoscopic otologic and rhinologic examination performed by a patient and interpreted remotely by an otolaryngologist is non-inferior to in-person examination, and to assess the feasibility of this system for telemedical visits. MATERIALS AND METHODS: Twenty healthy subjects performed a self-examination of their ears and nose using a commercially available endoscope under remote guidance by an otolaryngology provider over Zoom. This same provider and another otolaryngologist also performed separate, in-person examinations of each subject and rated their findings. Finally, both providers blindly reviewed a video recording of each virtual exam four weeks later and rated their findings. Subjects were surveyed about their experience. Interrater reliability was calculated using Cohen's kappa coefficients and the ability to detect different anatomic structures and features by in-person vs. virtual examination was compared using Wilcoxon tests and Chi-squared proportion tests. RESULTS: The subjects' average age was 30 (SD 11.5) years. Interrater reliability was excellent; kappa coefficients were 0.72 and 0.81 (p < 0.001) for virtual and in-person exams, respectively. Of the 3 anatomic structures within the ear exam, none showed a difference in detectability between virtual and in-person exams. Of the 12 structures in the nasal exam, 3 were better visualized in-person and 9 showed no difference. Subject satisfaction was excellent; the average likelihood of recommending this virtual technology to peers (1-10) was 8.65 (SD 1.4). CONCLUSIONS: Patient self-examination of the ears and nose using a portable endoscope may be an effective strategy for obtaining valuable data during telemedical otolaryngology visits.

Validated mobile applications in otolaryngology head and neck surgery for patient and physicians: A systematic literature review.

IMPORTANCE: Mobile apps in the field of ORL-HNS, are widely used by patients and physicians, but neither necessarily developed in collaboration with healthcare professionals nor subjected to regulations by the United States Food and Drug Administration guidelines, with a resultant potential of risk for its users. OBJECTIVE: To provide the ORL-HNS physician with an updated list of scientific peer review literature- validated mobile apps for safe use for both the clinician and the patients, for screening, diagnosis, therapy and follow up for various ORL-HNS pathologies. EVIDENCE REVIEW: A comprehensive systematic review of the scientific literature was conducted in "PubMed," "EMBASE," and "Web of Science" without limitation of publication date up to January 1st, 2023. The included papers validated mobile apps in the ORL-HNS discipline. Each study was evaluated using the "Strengthening the Reporting of Observational Studies in Epidemiology" (STROBE) tool. FINDINGS: From the thousands of unregulated ORL-HNS mobile apps available for download and use in the various app stores, only 17 apps were validated for safe use by the clinician and/or patient. Their information is listed. CONCLUSIONS AND RELEVANCE: The limited number of validated mobile apps highlights the importance to use validated apps in clinical practice, to improve evidence-based medicine and patient safety. Physician are encouraged to use and recommend their patients to use validated mobile apps only, like any other tool in clinical practice in the evidence-based era.

Relationship between otolaryngology interest groups and residency match results.

BACKGROUND: Many students have limited exposure to otolaryngology-head and neck surgery (OTOHNS) throughout medical school, limiting recruitment of medical students early in their medical careers. OBJECTIVE: To assess the association between otolaryngology interest groups (OIGs) at medical schools and percentage of students matching into OTOHNS residency programs. To characterize specific aspects of OIGs that may impact the percentage of students matching into OTOHNS residency programs from a given medical school. METHODS: Data was obtained from web searches of 141 accredited U.S. allopathic medical schools to see if they possessed OIGs. Information on the various activities and opportunities that OIGs participated in was collected through medical school websites. 2020 NRMP® match results data were obtained. RESULTS: Web searches found that 73 % (103 out of 141) of U.S. allopathic medical schools have OIGs. Medical schools with OIGs were associated with a 35 % increase in the median percentage of OTOHNS matches (P = 0.022). Of the 103 medical schools with OIGs, 53 % (55) of the schools had information on their websites describing activities and opportunities that their OIGs participate in. OIGs with research and/or mentorship opportunities were associated with increases in OTOHNS matches by 32 % (P = 0.043) and 83 % (P = 0.012), respectively. CONCLUSION: The presence of an OIG at a medical school is associated with an increased percentage of students matching into OTOHNS from that medical school. OIGs that provide research or mentorship opportunities are associated with an increased percentage of students matching into OTOHNS from those medical schools.

The majority of negative online otolaryngology reviews are non-clinical.

OBJECTIVE: To characterize extremely negative online reviews of Otolaryngologists in the United States. METHODS: A search for reviews was performed on Yelp.com using the keyword "Otolaryngologist" in four major urban cities in the United States. On a five-star scale, one-star reviews were isolated, classified as clinical or non-clinical complaints, and further subcategorized. Chi-square analysis was used to determine differences in complaint types between patients reporting surgery and those who did not. RESULTS: From the 7653 reviews that were surveyed, 375 one-star reviews met the inclusion criteria and were used in the analysis. These negative reviews yielded 808 total complaints, 25 % were clinical, and 75 % were non-clinical. The most common clinical complaints were a lack of diagnosis, disagreement with the treatment plan and misdiagnosis, whereas the most common non-clinical complaints included poor physician bedside manner, cost, and unprofessional staff. Fifty-two (14 %) patients reported having surgery. The difference in the number of complaints by patients reporting surgery and patients not reporting surgery was statistically significant (P < .05) for almost all subcategories. CONCLUSION: The most common complaints in negative reviews of Otolaryngologists on Yelp are non-clinical, primarily centered around the professionalism of the physician and staff. This work offers insights into patient satisfaction within Otolaryngology. Considerations should be given to these results as a means for improvement in patient experiences.

Female leadership representation within otolaryngology specialty societies.

OBJECTIVES: Determine if women have continued parity in leadership in otolaryngology specialty societies as compared to a paper by Choi and Miller in 2012. Additionally, we wanted insight into obstacles female leaders faced by surveying them directly to better understand their experiences with gender bias. METHODS: Chi-squared test evaluation was done using the American Academy of Otolaryngology Head and Neck Surgery (AAOHNS) 2020 membership data and directly from various otolaryngology specialty societies. An anonymous survey to assess different experiences of leaders in various Otolaryngology specialty societies was sent to current and past leaders of specialty societies via email. Survey data was assessed using descriptive statistics and multivariate logistical analyses. STUDY DESIGN: Cross-sectional study and survey study. RESULTS: Female members comprised 19.3 % of practicing AAOHNS otolaryngologists. All societies had proportionate female leadership representation except for AAOA, which had greater representation. Compared to data from 10 years ago, female representation in all the societies' leadership has not changed significantly. Survey results demonstrated 64.9 % of respondents felt gender bias exists in Otolaryngology. 45.6 % of respondents personally experienced gender bias during their careers. Survey results showed males are less likely to experience gender bias. CONCLUSION: There is stability in the proportion of women in otolaryngology leadership positions compared to a decade ago largely due to efforts of leaders in the field. However, women leaders note experiencing gender bias and time away from clinical duties are prospective areas where support can be given.

Artificial intelligence and ChatGPT: An otolaryngology patient's ally or foe?

BACKGROUND: As artificial intelligence (AI) is integrating into the healthcare sphere, there is a need to evaluate its effectiveness in the various subspecialties of medicine, including otolaryngology. Our study intends to provide a cursory review of ChatGPT's diagnostic capability, ability to convey pathophysiology in simple terms, accuracy in providing management recommendations, and appropriateness in follow up and post-operative recommendations in common otolaryngologic conditions. METHODS: Adenotonsillectomy (T&A), tympanoplasty (TP), endoscopic sinus surgery (ESS), parotidectomy (PT), and total laryngectomy (TL) were substituted for the word procedure in the following five questions and input into ChatGPT version 3.5: "How do I know if I need (procedure)," "What are treatment alternatives to (procedure)," "What are the risks of (procedure)," "How is a (procedure) performed," and "What is the recovery process for (procedure)?" Two independent study members analyzed the output and discrepancies were reviewed, discussed, and reconciled between study members. RESULTS: In terms of management recommendations, ChatGPT was able to give generalized statements of evaluation, need for intervention, and the basics of the procedure without major aberrant errors or risks of safety. ChatGPT was successful in providing appropriate treatment alternatives in all procedures tested. When queried for methodology, risks, and procedural steps, ChatGPT lacked precision in the description of procedural steps, missed key surgical details, and did not accurately provide all major risks of each procedure. In terms of the recovery process, ChatGPT showed promise in T&A, TP, ESS, and PT but struggled in the complexity of TL, stating the patient could speak immediately after surgery without speech therapy. CONCLUSIONS: ChatGPT accurately demonstrated the need for intervention, management recommendations, and treatment alternatives in common ENT procedures. However, ChatGPT was not able to replace an otolaryngologist's clinical reasoning necessary to discuss procedural methodology, risks, and the recovery process in complex procedures. As AI becomes further integrated into healthcare, there is a need to continue to explore its indications, evaluate its limits, and refine its use to the otolaryngologist's advantage.

Work-related musculoskeletal disorders among otolaryngology-head and neck surgery residents.

PURPOSE: Surgical residents are at high risk for work-related musculoskeletal disorders which can impact surgical training and overall quality of life. We sought to assess musculoskeletal symptoms among current United States otolaryngology-head and neck surgery residents. We focused on the upper extremity given fine motor control for microsurgical procedures and increased keyboarding requirements. This study builds on previous research by evaluating setting attribution and attitudes toward ergonomics among otolaryngology residents. MATERIALS AND METHODS: A web-based, cross-sectional survey incorporating Nordic Musculoskeletal Questionnaire and ergonomics-related questions was sent to otolaryngology residency program directors in September of 2021. Descriptive statistics, Spearman's correlation, logistic regression, and comparison of proportions were utilized. RESULTS: Overall, 148 otolaryngology residents completed the survey; 70 were female (45 %), 83 male (54 %), and 1 non-binary (0.6 %). MSK symptoms were reported in the neck (77.0 %), lower back (45.5 %), and upper back (31.8 %) most frequently. Symptoms were work-related for 80 % of residents, with 84.7 % deemed operating-room-related. Some required treatment (14.5 %) or formal evaluation (11.0 %) of their injury. Injuries prevented residents from working (7.4 %), operating (9.5 %), and performing activities of daily living (27.0 %). Many reported they would use ergonomic equipment (94.2 %), dictation software (74.1 %), and scribes (81.3 %) if available. CONCLUSIONS: Despite increased surgical ergonomic awareness, musculoskeletal symptoms are still prevalent among otolaryngology residents. Nearly 1 in 9 residents required evaluation and treatment of their musculoskeletal symptoms, and one third reported lacking various ergonomic measures. Given the high prevalence of work-related musculoskeletal disorders, ergonomic practices for O-HNS trainees should be emphasized by residency programs.

Real-time surgical simulation training for recurrent laryngeal nerve and facial nerve dissection.

BACKGROUND: Head and neck surgical simulation training (SST) is an important part in otolaryngology head and neck surgical education. In this study, we provide a live porcine model for SST in recurrent laryngeal nerve (RLN) and facial nerve (FN) dissection for otolaryngology head and neck residents. METHODS: A lecture with surgical manual is provided to illustrate the surgical landmarks of pig, and step-by-step procedures for thyroid and parotid surgery, as well as neck dissection. We used 4-month-old pig weighting 32 kg for the SST. The mentor demonstrated result of RLN injury with continuous nerve monitoring. Participants used monopolar stimulation probe (4 pulse/s, 100 µs, 3-8 mA; Medtronic) to identify and intermittent monitor the RLN and FN during the SST. After the dissection course, we conducted a questionnaire survey to check the effectiveness of this training model. RESULTS: Total 30 participants were recruited, including 16 female and 14 male resident doctors. There were 1, 4 and 25 learners for 3rd year, 4th and 5th years residents, respectively. Before this training course, 53 % (16/30) and 63 % (19/30) had successful experience in finding the RLN and FN, respectively. After the SST, all of our participants had successful identify the RLN and FN (p-value <0.01); all had positive response to stimulation and familiar with the procedure. CONCLUSIONS: The live porcine model is effectiveness in SST for RLN and FN dissection. Live porcine model with real-time RLN and FN monitoring should be provided for otolaryngology head and neck resident training.

Second opinions: Do otolaryngologist demographics matter?

OBJECTIVE: Pediatric patients and their caregivers may receive information from their primary care physician (PCP) that does not match current American Academy of Otolaryngology (AAO) guidelines. The purpose of this study is to evaluate the frequency of parents deciding to seek a second opinion based on the demographics of pediatric otolaryngologists who deliver guideline supported advice, contrary to advice from their child's PCP. METHODS: A survey was distributed to parents in a pediatric otolaryngology clinic between June 2021 and July 2023. Demographics included parent age category, gender, race, and age of youngest child. The survey included a scenario depicting recurrent otitis media with clear ears and a suggestion to defer tympanostomy tube insertion per AAO guidelines after their child's PCP recommended tubes. Thirteen variations of otolaryngologist photos were used in the case, including a control case with no picture. RESULTS: Of the 658 participants, 460 (69.9 %) were female. 551 (83.7 %) were aged 30-49 years, 70 (10.7 %) were younger, and 37 (5.6 %) were older. 545 (82.8 %) were White, 30 (4.6 %) were Black, 20 (3.0 %) were Asian, and 31 (4.7 %) were Hispanic. 39.9 % of parents would seek a second opinion if an otolaryngologist recommended watchful waiting following evaluation of their child's otitis media. Participants given the control case were 2.23 times more likely to listen to the otolaryngologist's advice (p = .025). If a picture was provided, respondents were more likely to follow advice given if the pictured otolaryngologist was female (p = .025, OR = 1.47) or Asian (p = .042, OR = 1.53). CONCLUSION: In this group, there is evidence that physician race and gender may influence decision making when considering action versus monitoring in the context of recurrent otitis media.

Challenges and directions for digital twin implementation in otorhinolaryngology.

BACKGROUND: Digital twin technology heralds a transformative era in Otorhinolaryngology (ORL), merging the physical and digital worlds to offer dynamic, virtual models of physical entities or processes. PURPOSE: These models, capable of simulating, predicting, and optimizing real-world counterparts, are evolving from static replicas to intelligent, adaptive systems. METHODS: Fueled by advancements in communication, sensor technology, big data analytics, Internet of Things (IoT), and simulation technologies, artificial intelligence (AI), digital twins in ORL promise personalized treatment planning, virtual experimentation, and therapeutic intervention optimization. Despite their potential, the integration of digital twins in ORL faces challenges including data privacy and security, data integration and interoperability, computational demands, model validation and accuracy, ethical and regulatory considerations, patient engagement, and cost and accessibility issues. RESULTS: Overcoming these challenges requires robust data protection measures, seamless data integration, substantial computational resources, rigorous validation studies, ethical transparency, patient education, and making the technology accessible and affordable. Looking ahead, the future of digital twins in ORL is bright, with advancements in AI and machine learning, omics data integration, real-time monitoring, virtual clinical trials, patient empowerment, seamless healthcare integration, longitudinal data analysis, and collaborative research. CONCLUSION: These developments promise to refine diagnostic and treatment strategies, enhance patient care, and facilitate more efficient and tailored ORL research, ultimately leading to more effective and personalized ORL management.

Serendipity in oto-rhino-laryngology.

INTRODUCTION: Serendipitous findings are findings that were initially unsought but nevertheless contribute to the development of the discipline. This article reviews eight serendipitous findings in oto-rhino-laryngology important to its advancement. METHOD: The following serendipitous findings are discussed: the accidental discovery of the laryngeal mirror and indirect laryngoscopy by Garcia (1854), the invention of direct oesophagoscopy by Kußmaul (circa 1868), Czermák's (1863) development of diaphanoscopy, the unintentional emergence of bronchography from a clinical error made by Weingartner (1914), adenotomy by Meyer (1869), the discovery of the causes of unbalance related to the vestibular nerve by Flourens (1830), Bárány's (1914) finding that the semi-circular canal reflex is involved in equilibrium, and the relationship between gastroesophageal reflux and middle-ear infections by Poelmans and Feenstra (2002). DISCUSSION: Based on these case studies we conclude that serendipity, defined as the art of making an initially unsought find, does not always appear out of nowhere. Often the researcher is already wrestling with a problem for which the serendipitous finding provides a solution. Sometimes the serendipitous finding enables the application of a known solution to a new problem. And sometimes a serendipitous finding is not recognized as such or considered unimportant. Since observations tend to be theory-loaded, having appropriate background knowledge is a conditio sine qua non to elaborate an unanticipated observation.

ChatGPT's adherence to otolaryngology clinical practice guidelines.

OBJECTIVES: Large language models, including ChatGPT, has the potential to transform the way we approach medical knowledge, yet accuracy in clinical topics is critical. Here we assessed ChatGPT's performance in adhering to the American Academy of Otolaryngology-Head and Neck Surgery guidelines. METHODS: We presented ChatGPT with 24 clinical otolaryngology questions based on the guidelines of the American Academy of Otolaryngology. This was done three times (N = 72) to test the model's consistency. Two otolaryngologists evaluated the responses for accuracy and relevance to the guidelines. Cohen's Kappa was used to measure evaluator agreement, and Cronbach's alpha assessed the consistency of ChatGPT's responses. RESULTS: The study revealed mixed results; 59.7% (43/72) of ChatGPT's responses were highly accurate, while only 2.8% (2/72) directly contradicted the guidelines. The model showed 100% accuracy in Head and Neck, but lower accuracy in Rhinology and Otology/Neurotology (66%), Laryngology (50%), and Pediatrics (8%). The model's responses were consistent in 17/24 (70.8%), with a Cronbach's alpha value of 0.87, indicating a reasonable consistency across tests. CONCLUSIONS: Using a guideline-based set of structured questions, ChatGPT demonstrates consistency but variable accuracy in otolaryngology. Its lower performance in some areas, especially Pediatrics, suggests that further rigorous evaluation is needed before considering real-world clinical use.

Impact of virtual reality training on mastoidectomy performance: a prospective randomised study.

PURPOSE: The opportunities for surgical training and practice in the operating room are in decline due to limited resources, increased efficiency demands, growing complexity of the cases, and concerns for patient safety. Virtual reality (VR) offers a novel opportunity to enhance surgical training and provide complementary three-dimensional experience that has been usually available in the operating room. Since VR allows viewing and manipulation of realistic 3D models, the VR environment could enhance anatomical and topographical knowledge, in particular. In this study, we explored whether incorporating VR anatomy training improves novices' performance during mastoidectomy over traditional methods. METHODS: Thirty medical students were randomized into two groups and taught mastoidectomy in a structured manner. One group utilized a VR temporal bone model during the training while the other group used more traditional materials such as anatomy books. After the training, all participants completed a mastoidectomy on a 3D-printed temporal bone model under expert supervision. Performance during the mastoidectomy was evaluated with multiple metrics and feedback regarding the two training methods was gathered from the participants. RESULTS: The VR training method was rated better by the participants, and they also needed less guidance during the mastoidectomy. There were no significant differences in operational time, the occurrence of injuries, self-assessment scores, and the surgical outcome between the two groups. CONCLUSION: Our results support the utilization of VR training in complete novices as it has higher trainee satisfaction and leads to at least as good results as the more traditional methods.