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1.
Artigo em Inglês | MEDLINE | ID: mdl-38961827

RESUMO

OBJECTIVE: To compare symptomatology in patients with unilateral versus bilateral superior semicircular canal dehiscence who underwent unilateral surgical repair. STUDY DESIGN: Retrospective cohort study. SETTING: Single surgeon series at tertiary academic medical center from 2002 to 2021. METHODS: Patients were administered a standardized questionnaire regarding the presence or absence of 16 symptoms (11 auditory and 8 vestibular) pre- and postoperatively. Symptom rates were compared between patients with unilateral and bilateral dehiscence, and paired statistical testing was used to analyze symptom improvement with surgery. RESULTS: Our final cohort included 125 patients, 93 (74%) with unilateral superior canal dehiscence syndrome (SCDS) and 32 (26%) with bilateral SCDS. Bilateral patients had an increased burden of auditory and vestibular symptoms compared to unilateral patients before surgery (7.6 vs 6.2, P = .03) and after surgery (3.1 vs 1.9, P = .02). Both groups experienced a significant reduction of symptoms following repair (P < .01 for both). CONCLUSION: Our study has 2 key findings: First, patients with bilateral dehiscence seem to be more symptomatic, reporting more auditory and vestibular symptoms both before and after surgery. Second, bilateral patients still seem to benefit from unilateral repair, demonstrating a significant reduction in the number of symptoms with surgery. Our findings may help inform the management of the sizable proportion of SCDS patients with bilateral defects.

2.
Otolaryngol Clin North Am ; 57(5): 887-895, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38705741

RESUMO

Incorporating artificial Intelligence and machine learning into otolaryngology requires careful data handling, security, and ethical considerations. Success depends on interdisciplinary cooperation, consistent innovation, and regulatory compliance to improve clinical outcomes, provider experience, and operational effectiveness.


Assuntos
Inteligência Artificial , Otolaringologia , Humanos , Aprendizado de Máquina , Procedimentos Cirúrgicos Otorrinolaringológicos
3.
Otolaryngol Clin North Am ; 57(5): 821-829, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38719714

RESUMO

Technological advancements in laryngology, broncho-esophagology, and sleep surgery have enabled the collection of increasing amounts of complex data for diagnosis and treatment of voice, swallowing, and sleep disorders. Clinicians face challenges in efficiently synthesizing these data for personalized patient care. Artificial intelligence (AI), specifically machine learning and deep learning, offers innovative solutions for processing and interpreting these data, revolutionizing diagnosis and management in these fields, and making care more efficient and effective. In this study, we review recent AI-based innovations in the fields of laryngology, broncho-esophagology, and sleep surgery.


Assuntos
Inteligência Artificial , Humanos , Otolaringologia/métodos , Aprendizado Profundo , Aprendizado de Máquina , Transtornos do Sono-Vigília/diagnóstico
4.
Laryngoscope ; 134(6): 2906-2911, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38214334

RESUMO

OBJECTIVE: Size, an important characteristic of a tympanic membrane perforation (TMP), is commonly assessed with gross estimation via visual inspection, a practice which is prone to inaccuracy. Herein, we demonstrate feasibility of a proof-of-concept computer vision model for estimating TMP size in a small set of perforations. METHODS: An open-source deep learning architecture was used to train a model to segment and calculate the area of a perforation and the visualized tympanic membrane (TM) in a set of endoscopic images of mostly anterior and relatively small TMPs. The model then computed relative TMP size by calculating the ratio of perforation area to TM area. Model performance on the test dataset was compared to ground-truth manual annotations. In a validation survey, otolaryngologists were tasked with estimating the size of TMPs from the test dataset. The primary outcome was the average absolute error of model size predictions and clinician estimates compared to sizes determined by ground-truth manual annotations. RESULTS: The model's average absolute error for size predictions was a 0.8% overestimation for all test perforations. Conversely, among the 38 survey respondents, the average clinician error was a 11.0% overestimation (95% CI, 5.2-16.7%, p = 0.003). CONCLUSIONS: In a small sample of TMPs, we demonstrated a computer vision approach for estimating TMP size is feasible. Further validation studies must be done with significantly larger and more heterogenous datasets. LEVEL OF EVIDENCE: N/A Laryngoscope, 134:2906-2911, 2024.


Assuntos
Perfuração da Membrana Timpânica , Humanos , Perfuração da Membrana Timpânica/diagnóstico , Estudos de Viabilidade , Estudo de Prova de Conceito , Aprendizado Profundo , Membrana Timpânica/lesões , Endoscopia/métodos , Endoscopia/estatística & dados numéricos , Masculino
5.
Otolaryngol Head Neck Surg ; 170(6): 1602-1604, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38104321

RESUMO

High-definition video captured during transcanal endoscopic ear surgery (TEES) can serve as imaging data for computer vision algorithms. This report describes a proof-of-concept model for automated anatomy and instrument detection during TEES.


Assuntos
Cirurgia Endoscópica Transanal , Humanos , Cirurgia Endoscópica Transanal/métodos , Modelos Anatômicos , Algoritmos , Endoscopia/métodos , Estudo de Prova de Conceito , Procedimentos Cirúrgicos Otológicos/métodos
6.
OTO Open ; 7(4): e92, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37933273

RESUMO

Fractures of the craniomaxillofacial (CMF) skeleton cause significant morbidity and mortality in low- and middle-income countries (LMICs). Despite this, quality CMF trauma care is lacking for the majority of the world's population. There is a paucity of literature describing the costs of standard-of-care open reduction internal fixation (ORIF) for CMF fractures in LMICs. We consider the cost of a six-hole plate with six screws (SHPS), standard materials used in ORIF for CMF fractures, as a percentage of gross domestic product (GDP) per capita to ascertain the cost burden to patients. Hospital pricing catalog data at 14 LMIC institutions were queried. On average, the SHPS cost represented 10.2% of the GDP per capita in sampled LMICs. We highlight manufacturing costs, import taxes, and lack of subsidized health care as factors contributing to the significant cost burden of ORIF in these areas. Future work should characterize additional financial and socioeconomic barriers to optimal CMF care.

8.
J Voice ; 2022 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-35945097

RESUMO

OBJECTIVES/HYPOTHESIS: To report the rate and describe the characteristics and management of inflammatory reactions following injection laryngoplasty with hyaluronic acid derivatives. STUDY DESIGN: Single institution, retrospective review. METHODS: Adult and pediatric patients who underwent injection laryngoplasty with hyaluronic acid derivatives from 2013 to 2020 were identified. Demographics, indication for injection, type and volume of injected material, and use of general anesthesia were obtained. When a postoperative inflammatory response occurred, information regarding clinical presentation, timing, and subsequent management was collected. RESULTS: A total of 464 patients who underwent 536 laryngeal injections with hyaluronic acid derivatives were included. There were 365 adult patients (median age 62 years) who underwent 431 injections and 99 pediatric patients (median age 2 years) who underwent 105 injections. The most common indications for injection were abnormal vocal fold mobility (70.3%) and aspiration (83.8%) for adult and pediatric patients, respectively. Juvéderm® was used in 449 cases (79.8% adult, 100% pediatric), and Restylane® was used in the remaining adult cases (20.2%). Procedures were mostly performed under general anesthesia (67.7% adult, 100% pediatric) with median injection volumes of 0.6 mL for adult and 0.3 mL for pediatric patients. An inflammatory reaction occurred following 3 of 536 injections (0.6%), all utilizing Juvéderm®. All three patients presented with stridor, dyspnea, and laryngeal edema within two days of injection. Each patient was admitted for observation and successfully treated with intravenous steroids and inhaled racemic epinephrine. One patient with comorbid pneumonia was intubated and required concomitant treatment with broad-spectrum antibiotics. CONCLUSIONS: Inflammatory reactions to hyaluronic acid derivatives used in injection laryngoplasty are rare but represent significant patient morbidity and can be managed with anti-inflammatory and airway stabilizing measures. Patients should be counseled appropriately regarding the risks of injection laryngoplasty with hyaluronic acid derivatives.

9.
BMC Nephrol ; 23(1): 167, 2022 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-35501816

RESUMO

BACKGROUND: The burden of both acute kidney injury and chronic kidney disease is on the rise globally. In sierra Leone, there has been no data on renal patients or admissions. This study intends to close this gap in knowledge and give preliminary data on the burden of renal disease in this country. METHODS: The study was a retrospective review of the case notes of patients admitted at Connaught Hospital, Freetown over a 2 year period. Data extraction was done using a well- structured proforma. RESULTS: A 2.7% renal admission burden was obtained; mean duration of hospital stay was 15.1 ± 14.7; mean age of patients was 47.2 ± 17.5 with a female preponderance. The common risk factors for chronic kidney disease were systemic hypertension (43%) and diabetes mellitus (24%). The common risk factors for acute kidney injury were sepsis (77%) and hypovolemia (15%). The in- hospital mortality rate was 47% and 73% were non-compliant with haemodialysis probably due to financial reasons. CONCLUSION: There is a significant burden of kidney disease in our environment, affecting mainly our young and middle-aged population. A rational approach is to embark on kidney disease prevention programs.


Assuntos
Injúria Renal Aguda , Insuficiência Renal Crônica , Injúria Renal Aguda/epidemiologia , Feminino , Hospitalização , Humanos , Masculino , Pessoa de Meia-Idade , Insuficiência Renal Crônica/epidemiologia , Insuficiência Renal Crônica/terapia , Serra Leoa/epidemiologia , Centros de Atenção Terciária
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