RESUMO
Objective:To compare the efficacy of endoscopic sinus surgery and conservative treatment for orbital apex syndrome caused by sinus lesions. Methods:The clinical data of 56 patients with orbital apex syndrome caused by sinus lesions who were admitted to the First Affiliated Hospital of Zhengzhou University from January 2018 to August 2023 were retrospectively analyzed and divided into a surgical group of 21 cases and a conservative group of 35 cases. The clinical features and prognosis of the two groups were compared. Results:Among the sinus lesions in the surgical group, 61.9% were fungal sinusitis, 28.6% were bacterial sinusitis, and 9.5% were sphenoid sinus tumors. In the conservative group, non-fungal sinusitis accounted for 65.7% and fungal sinusitis accounted for 34.3%. In addition to sinus lesions, patients had underlying diseases. In the surgical group, 71.4% had hypertension and 80.9% had diabetes; in the conservative group, 28.6% had hypertension and 42.9% had diabetes. After a follow-up of 1 month to 5 years, the symptom improvement rate in the surgical group was 85.7%, with 1 case of recurrence. No recurrence was found after reoperation, while the symptom improvement rate in the conservative group was 22.9%, and 6 cases recurred after symptom improvement, and were transferred to rhinology department. No recurrence was seen after surgery. Conclusion:Most of the sinus lesions in this study were fungal sinusitis. In addition, patients with underlying diseases such as diabetes, hypertension, nephrotic syndrome, etc. have reduced nasal immunity, which significantly increases the risk of disease. Since early nasal symptoms are not obvious, multidisciplinary cooperation in diagnosis and treatment is very necessary. Once imaging examination suggests orbital apex syndrome caused by sinus lesions, endoscopic sinus opening should be performed as soon as possible.
Assuntos
Endoscopia , Humanos , Estudos Retrospectivos , Masculino , Feminino , Pessoa de Meia-Idade , Resultado do Tratamento , Adulto , Sinusite/complicações , Doenças Orbitárias/etiologia , Síndrome , Tratamento Conservador/métodos , Doenças dos Seios Paranasais/complicações , Doenças dos Seios Paranasais/cirurgia , PrognósticoRESUMO
Mucoceles of the paranasal sinuses are benign, expansile lesions that develop secondary to sinus ostia obstruction. Presenting signs and symptoms vary widely but frequently include frontal headache and swelling, as well as visual changes and globe displacement depending on orbital involvement in the case of frontal sinus mucoceles. Given the potential for orbital or intracranial involvement, urgent imaging with computed tomography (CT) is important for patients with symptoms concerning for a frontal sinus mucocele. Definitive treatment is surgical. In this article, we report a case of a 50-year-old male who presented to a primary care clinic with a painful forehead mass, found to have a frontal sinus mucocele with erosion through the frontal bone that was eventually treated surgically. We also summarize presenting signs and symptoms of frontal mucoceles reported in the literature as these are important for clinicians to be familiar with, considering the potential emergent complications.
Assuntos
Testa , Seio Frontal , Mucocele , Tomografia Computadorizada por Raios X , Humanos , Masculino , Mucocele/diagnóstico por imagem , Mucocele/complicações , Mucocele/diagnóstico , Mucocele/cirurgia , Pessoa de Meia-Idade , Seio Frontal/diagnóstico por imagem , Seio Frontal/patologia , Doença Crônica , Doenças dos Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/complicações , Doenças dos Seios Paranasais/cirurgia , Sinusite Frontal/complicações , Sinusite Frontal/diagnóstico por imagemRESUMO
This case report discusses a diagnosis of rhino-orbital-cerebral mucormycosis in a man aged 61 years who presented with vision loss, ophthalmoplegia, and ptosis.
Assuntos
Infecções Oculares Fúngicas , Mucormicose , Doenças Orbitárias , Humanos , Mucormicose/diagnóstico , Mucormicose/microbiologia , Mucormicose/tratamento farmacológico , Doenças Orbitárias/microbiologia , Doenças Orbitárias/diagnóstico , Doenças Orbitárias/tratamento farmacológico , Infecções Oculares Fúngicas/microbiologia , Infecções Oculares Fúngicas/diagnóstico , Infecções Oculares Fúngicas/tratamento farmacológico , Masculino , Antifúngicos/uso terapêutico , Imageamento por Ressonância Magnética , Doenças dos Seios Paranasais/microbiologia , Doenças dos Seios Paranasais/diagnóstico , Doenças dos Seios Paranasais/tratamento farmacológico , Tomografia Computadorizada por Raios X , Doenças Nasais/microbiologia , Doenças Nasais/diagnóstico , Doenças Nasais/tratamento farmacológico , Feminino , Pessoa de Meia-Idade , Anfotericina B/uso terapêuticoRESUMO
BACKGROUND Odontogenic keratocyst (OKC) is a common odontogenic cyst, and it occurs more frequently in the mandible, with the posterior region of the dental arch, the angle, or the ramus being the most commonly affected sites. Odontogenic keratocyst occurring within the maxillary sinus is extremely rare, accounting for only about 1% of cases. CASE REPORT A 20-year-old female patient without any clinical symptoms underwent an oral examination, during which a dense dental shadow was identified within the maxillary sinus, surrounded by a low-density shadow. Physical examination revealed absence of the left maxillary third molar, with intact mucosa. The patient reported no history of tooth extraction. X-ray and cone-beam computed tomography revealed a high-density image within the left maxillary sinus, resembling a tooth and surrounded by a soft-tissue shadow, which exhibited a greater density in comparison to conventional odontogenic cysts. The initial diagnosis was odontogenic keratocyst in the maxillary sinus with an ectopic maxillary third molar. Surgical enucleation of the cyst and extraction of the impacted tooth were carried out utilizing the Caldwell-Luc approach. Histopathological analysis confirmed the presence of OKC. No significant recurrence was noted during the 6 months of follow-up. CONCLUSIONS Odontogenic keratocysts in the maxillary sinus with ectopic third molar are rare and may not have any symptoms in the early stage. Surgery can be performed using the Caroler-Luke approach to achieve ideal treatment results. In view of the high recurrence rate of OKC, close follow-up should be conducted after surgery.
Assuntos
Seio Maxilar , Dente Serotino , Cistos Odontogênicos , Humanos , Cistos Odontogênicos/cirurgia , Cistos Odontogênicos/diagnóstico por imagem , Feminino , Dente Serotino/cirurgia , Seio Maxilar/diagnóstico por imagem , Seio Maxilar/patologia , Adulto Jovem , Tomografia Computadorizada de Feixe Cônico , Doenças dos Seios Paranasais/cirurgia , Doenças dos Seios Paranasais/diagnóstico por imagem , Extração DentáriaRESUMO
The aim of this study is to examine the frequency of maxillary sinus pathologies and their relationship with each other using cone beam computed tomography (CBCT) and to make a new grade according to the number of affected walls. 1000 maxillary sinuses of 500 patients with CBCT images were included in the study. Anatomical variations and pathological formations of the maxillary sinuses were examined. Images were evaluated for the presence of flat, polypoidal, partial and generalized mucosal thickening, partial and total opacification, polyps and mucous retention cysts. Maxillary sinus pathologies were graded according to the number of walls affected. In the examined CBCT images, no pathology was found in 54.2% of the maxillary sinuses, while pathology was observed in 45.8%. The most common sinus pathologies were mucous retention cyst (12.3%) and polypoidal thickening (12.2%). While pneumatization, ostium obstruction, and the presence of sinus-related roots were associated with sinus pathology, no relationship was found with nasal septum deviation and the presence of septa. Before dental implant and sinus surgery applications, the presence of sinus pathologies and their relationship with anatomical variations can be evaluated with CBCT, a three-dimensional technique, and complications such as sinus membrane perforation, infection, failure to break the bone window due to the presence of antral septa, graft loss and oroantral fistula formation can be reduced.
Assuntos
Tomografia Computadorizada de Feixe Cônico , Seio Maxilar , Humanos , Tomografia Computadorizada de Feixe Cônico/métodos , Seio Maxilar/diagnóstico por imagem , Seio Maxilar/patologia , Feminino , Masculino , Pessoa de Meia-Idade , Adulto , Estudos Retrospectivos , Idoso , Doenças dos Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/patologia , Idoso de 80 Anos ou mais , Adolescente , Adulto JovemRESUMO
Despite the widespread adoption of nasal endoscopy (NE) in the evaluation of sinonasal disease, its diagnostic potential may still be underutilized. Developments in endoscopic technology have led to significant improvements in video quality and maneuverability. However, there is concern that NE continues to be used primarily for the identification of gross pathology, with relative neglect of more subtle findings such as surface features of inflammation and mucus. With fewer technical limitations to perceive these abnormalities, there is potential to greatly improve the diagnostic value of NE. The reader is herein asked to consider several important visual nuances encountered during NE, with the hope that this engenders an appreciation of the versatility of NE as a diagnostic tool.
Assuntos
Endoscopia , Humanos , Endoscopia/métodos , Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/diagnóstico , Nariz/patologia , Doenças Nasais/diagnósticoRESUMO
BACKGROUND: This study aimed to determine if there is a relationship between the presence of maxillary sinus pathology, nasal septum deviation and various lengths of the osteomeatal complex. METHODS: A total of 223 CBCT images were included in the study. The lengths of the osteomeatal complex (maxillary sinus ostium width, infundibulum length, maxillary sinus ostium height) were analyzed. The presence of maxillary sinus pathology, nasal septum deviation, age, sex, right-left, septum deviation level, and the relationship between pathology level and all variables were evaluated. RESULTS: The average maxillary sinus ostium width, ostium height and infundibulum length were 3.06 ± 0.70 mm, 30.10 ± 5.43 mm and 8.82 ± 1.86 mm, respectively. Ostium width was significantly higher in the healthy group than in the groups evaluated in the presence of deviation and pathology. A significant difference was found in infundibulum length only between the healthy condition and the condition evaluated in the presence of deviation. No significant difference was observed between the groups in terms of ostium height. In all groups, ostium height and infundibulum length were significantly higher in men than in women. The age group with the highest average ostium height was found in the 35-44 age group (p < 0.001). CONCLUSION: Identifying normal and abnormal conditions in the osteomeatal complex area is important for diagnosing the cause of a patient's complaint, guiding the surgical procedures to be performed, and preventing possible complications that may arise during surgical procedures.
Assuntos
Tomografia Computadorizada de Feixe Cônico , Seio Maxilar , Septo Nasal , Humanos , Tomografia Computadorizada de Feixe Cônico/métodos , Masculino , Feminino , Septo Nasal/diagnóstico por imagem , Septo Nasal/patologia , Septo Nasal/anormalidades , Seio Maxilar/diagnóstico por imagem , Seio Maxilar/patologia , Adulto , Pessoa de Meia-Idade , Adolescente , Idoso , Adulto Jovem , Fatores Sexuais , Fatores Etários , Doenças dos Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/patologiaRESUMO
OBJECTIVE: This study aimed to examine the characteristics of nasal and imaging findings of sinonasal lesions in granulomatosis with polyangiitis (GPA) patients and how these lesions change over time in both the active and remission phases of the disease. METHODS: We retrospectively reviewed GPA patients with sinonasal lesions who were followed up at our department between January 2005 and December 2020. The following data were collected: age, sex, symptoms at initial presentation, anti-neutrophil cytoplasmic antibody (ANCA) type, and histopathological, nasal (initial and follow-up), and imaging (initial and follow-up) findings. RESULTS: This study included 17 patients with GPA aged 30 to 79 years. Computed tomography (CT) of the sinuses showed mucosal thickening in 16 patients, bone thickening in 12, bone destruction in 4, and an orbital invasion mass in 3 at the time of diagnosis. After initiating treatment, mucosal thickening of the sinuses improved in 3 of 16 patients and remained unchanged in 13. Bone thickening at the time of diagnosis remained unchanged in 10 of 12 patients and worsened in 2; 1 patient displayed newly developed bone thickening. Destructive nasal findings on CT were positive for proteinase 3-ANCA. CONCLUSIONS: Our study revealed that mucosal thickening, bone thickening, bone destruction, and orbital invasion mass were major CT findings in patients with GPA. Intranasal findings such as granulations, crusting, and necrosis were seen in the active phase; moreover, saddle nose, loss of turbinate, and nasal septal perforation were subsequently seen in the course of the disease. Sinonasal findings of GPA vary depending on the disease stage and period.
Assuntos
Anticorpos Anticitoplasma de Neutrófilos , Granulomatose com Poliangiite , Mucosa Nasal , Tomografia Computadorizada por Raios X , Humanos , Pessoa de Meia-Idade , Granulomatose com Poliangiite/complicações , Granulomatose com Poliangiite/diagnóstico por imagem , Granulomatose com Poliangiite/patologia , Masculino , Feminino , Estudos Retrospectivos , Idoso , Adulto , Anticorpos Anticitoplasma de Neutrófilos/imunologia , Mucosa Nasal/patologia , Mucosa Nasal/diagnóstico por imagem , Seios Paranasais/diagnóstico por imagem , Seios Paranasais/patologia , Mieloblastina/imunologia , Doenças dos Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/etiologia , Doenças dos Seios Paranasais/patologiaRESUMO
Rhinogenic headache (RH), arising from nasal and sinus pathologies, present a diagnostic challenge due to their diverse etiologies. This study investigates a unique case where RH coincides with infraorbital nerve dehiscence, delving into the intricate relationship between sinonasal anatomy and neurovascular complications. The infraorbital nerve contacted a cyst in the maxillary sinus. Centripetal endoscopic sinus surgery was performed to open the maxillary sinus and remove the cyst. After 3 months of follow-up, the patient had a notable improvement in symptoms with a reduced headache. This case highlights the significance of considering uncommon anatomic variations, such as infraorbital nerve dehiscence, within the context of RH. Diligent history-taking and appropriate use of radiologic investigations are pivotal for guiding clinicians toward an accurate diagnosis and determining the most appropriate course of treatment.
Assuntos
Endoscopia , Seio Maxilar , Humanos , Seio Maxilar/cirurgia , Seio Maxilar/diagnóstico por imagem , Cefaleia/etiologia , Tomografia Computadorizada por Raios X , Feminino , Masculino , Doenças dos Seios Paranasais/cirurgia , Doenças dos Seios Paranasais/complicações , Nervo MaxilarRESUMO
Maxillary sinus retention cysts (MRCs) are typically asymptomatic and require no treatment. An early 30s man presented with a decade-long history of severe left-sided chronic facial pain (CFP). Multiple prior treatments resulted in an edentulous patient with persistent pain. Imaging revealed a dome-shaped radiopaque change in the left maxillary sinus. History and clinical examination suggested persistent idiopathic facial pain, and doubts about the outcome of a surgical intervention were explained to the patient. Surgical removal of the MRC via lateral antrotomy led to complete symptom resolution of CFP. This case substantiates the importance of considering MRCs as a possible cause of CFP. It also emphasises the need for a systematic multidisciplinary approach in cases of unexplained CFP.
Assuntos
Dor Facial , Seio Maxilar , Doenças dos Seios Paranasais , Humanos , Masculino , Dor Facial/etiologia , Dor Facial/cirurgia , Seio Maxilar/cirurgia , Seio Maxilar/diagnóstico por imagem , Adulto , Doenças dos Seios Paranasais/cirurgia , Doenças dos Seios Paranasais/complicações , Doenças dos Seios Paranasais/diagnóstico por imagem , Mucocele/cirurgia , Mucocele/complicações , Mucocele/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Cistos/cirurgia , Cistos/complicações , Cistos/diagnóstico por imagem , Resultado do TratamentoRESUMO
Treatment of patients with severe chronic and recurrent forms of sinusitis, complicated by pathological stretching of the paranasal sinuses, is not a trivial task. This is especially true for those clinical cases where a pathological increase in the size of the sinus leads to widespread destruction of its walls and may be accompanied by serious complications from adjacent structures. The paper presents an analytical review of publications on the topic of pathological stretching of the paranasal sinuses. Potential factors influencing the development of this pathology, mechanisms of pathogenesis and classification options are described in detail. Modern approaches are considered in the surgical treatment of this pathology, which can be carried out in one or two stages, depending on the presence of secondary aesthetic defects.
Assuntos
Cistos , Doenças dos Seios Paranasais , Seios Paranasais , Sinusite , Humanos , Doenças dos Seios Paranasais/cirurgia , Tomografia Computadorizada por Raios X , Seios Paranasais/cirurgia , Sinusite/cirurgiaRESUMO
OBJECTIVE: Maxillary sinusitis can be a sequela of medication-related osteonecrosis of the jaw (MRONJ). This study aims to characterize the microbiome of maxillary MRONJ with concurrent maxillary sinusitis and radiographic maxillary sinus opacification to determine if there is a relationship between the microbiome of MRONJ and sinus disease. STUDY DESIGN: This retrospective case series was conducted using electronic health records from the University of Pennsylvania and affiliated hospitals. The target population was surgically managed maxillary MRONJ patients. The primary predictor variables were tissue culture results. The primary outcomes were maxillary sinusitis or maxillary sinus opacification. Statistical analysis was performed using chi-squared tests at the 95% confidence interval. RESULTS: Thirty-nine subjects were selected: 25 had sinus opacification and 11 had sinusitis. Resident bacteria were present in 90% of subjects, nonresident bacteria in 74%, and opportunistic organisms in 15%. There were significantly more subjects with chronic sinusitis microbes (79%) than without. There were significantly more gram-positive anaerobes, specifically Propionibacterium, as well as the gram-negative facultative anaerobe, Capnocytophaga, in subjects with concurrent sinusitis. CONCLUSIONS: Maxillary MRONJ with concurrent maxillary sinusitis may be associated with gram-positive anaerobic species, Propionibacterium, and Capnocytophaga colonization. Maxillary MRONJ patients may benefit from sinus evaluation and concurrent surgical intervention.
Assuntos
Sinusite Maxilar , Doenças dos Seios Paranasais , Sinusite , Humanos , Sinusite Maxilar/diagnóstico por imagem , Sinusite Maxilar/microbiologia , Seio Maxilar/diagnóstico por imagem , Estudos Retrospectivos , Sinusite/microbiologiaRESUMO
KEY POINTS: Silent sinus syndrome (SSS) and chronic maxillary atelectasis (CMA) represent an overlapping clinical entity, both likely lying on the spectrum of one disease process. There is widespread inconsistency of diagnosis in the literature of reported cases of SSS and CMA. We propose a novel, comprehensive staging system to simplify diagnosis and inform management.
Assuntos
Seio Maxilar , Humanos , Doença Crônica , Seio Maxilar/patologia , Síndrome , Doenças dos Seios Paranasais/patologia , Doenças dos Seios Paranasais/diagnóstico , Masculino , Feminino , Pessoa de Meia-IdadeRESUMO
OBJECTIVE: Computer aided diagnostics (CAD) systems can automate the differentiation of maxillary sinus (MS) with and without opacification, simplifying the typically laborious process and aiding in clinical insight discovery within large cohorts. METHODS: This study uses Hamburg City Health Study (HCHS) a large, prospective, long-term, population-based cohort study of participants between 45 and 74 years of age. We develop a CAD system using an ensemble of 3D Convolutional Neural Network (CNN) to analyze cranial MRIs, distinguishing MS with opacifications (polyps, cysts, mucosal thickening) from MS without opacifications. The system is used to find correlations of participants with and without MS opacifications with clinical data (smoking, alcohol, BMI, asthma, bronchitis, sex, age, leukocyte count, C-reactive protein, allergies). RESULTS: The evaluation metrics of CAD system (Area Under Receiver Operator Characteristic: 0.95, sensitivity: 0.85, specificity: 0.90) demonstrated the effectiveness of our approach. MS with opacification group exhibited higher alcohol consumption, higher BMI, higher incidence of intrinsic asthma and extrinsic asthma. Male sex had higher prevalence of MS opacifications. Participants with MS opacifications had higher incidence of hay fever and house dust allergy but lower incidence of bee/wasp venom allergy. CONCLUSION: The study demonstrates a 3D CNN's ability to distinguish MS with and without opacifications, improving automated diagnosis and aiding in correlating clinical data in population studies. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:3927-3934, 2024.
Assuntos
Diagnóstico por Computador , Imageamento por Ressonância Magnética , Seio Maxilar , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Idoso , Estudos Prospectivos , Seio Maxilar/diagnóstico por imagem , Diagnóstico por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Doenças dos Seios Paranasais/diagnóstico por imagem , Doenças dos Seios Paranasais/epidemiologia , Doenças dos Seios Paranasais/diagnóstico , Redes Neurais de Computação , Sensibilidade e EspecificidadeRESUMO
Craniomaxillofacial trauma is primarily diagnosed and managed by oral and maxillofacial surgeons. Among the cases encountered, midface fractures involving orbital walls are highly prevalent. In these fractures, involvement of the orbital walls, particularly floor of the orbit, can lead to considerable aesthetic and functional limitations. From a maxillofacial perspective, indications for surgical repair of orbital floor encompass marked decrease in ocular motility, fracture affecting more than 50% of surface area, an increase in orbital volume exceeding 18% and enophthalmos greater than 2 mm. In the absence of these discernible signs, surgical intervention is not generally indicated. However, in this case, an early adolescent with a history of midface trauma and minimal orbital floor fracture 8 months earlier presented with progressively delayed onset enophthalmos and hypoglobus closely resembling features of silent sinus syndrome. The enophthalmos and hypoglobus were corrected by placing custom-made non-resorbable high-density polyethylene implant in the orbital floor. Postoperative follow-up demonstrated aesthetically and functionally satisfactory outcomes.
Assuntos
Enoftalmia , Fraturas Orbitárias , Doenças dos Seios Paranasais , Adolescente , Humanos , Enoftalmia/diagnóstico , Enoftalmia/etiologia , Enoftalmia/cirurgia , Órbita/cirurgia , Fraturas Orbitárias/diagnóstico , Fraturas Orbitárias/diagnóstico por imagem , Próteses e Implantes , Movimentos Oculares , Doenças dos Seios Paranasais/cirurgia , Estudos RetrospectivosRESUMO
This case study systematically assessed diverse approaches to sinus augmentation in the presence of sinus pathology. Three patients were carefully selected and categorized as pseudocyst (PsC) (type 1), mucous retention cyst (MRC) smaller than 20 mm (type 2), and MRC larger than 20 mm in size (type 3). All patients underwent sinus augmentation procedures, with each case utilizing a unique surgical approach. Spontaneous drainage was performed for the patient with PsC (type 1), followed by uncomplicated sinus augmentation. For the patient with an MRC smaller than 20 mm (type 2), aspiration of the cyst contents preceded sinus augmentation. Conversely, the patient with a larger MRC (type 3) underwent cyst enucleation followed by sinus augmentation after complete recovery of the sinus membrane. No complications were noted in any of the cases, and follow-up revealed stable implant installation at the site of sinus augmentation. Within the constraints of this study, the choice of surgical procedure, whether involving spontaneous drainage, aspiration, or enucleation, should be guided by an anticipated pathologic diagnosis and the size of the sinus cyst. This informed approach empowers clinicians to make well-informed decisions for the best possible outcomes and sustained results. Overall, this study offers valuable insights for clinicians seeking to optimize sinus augmentation procedures in the presence of sinus pathology.
Assuntos
Cistos , Levantamento do Assoalho do Seio Maxilar , Humanos , Masculino , Pessoa de Meia-Idade , Cistos/cirurgia , Implantação Dentária Endóssea/métodos , Drenagem/métodos , Seio Maxilar/cirurgia , Mucocele/cirurgia , Doenças dos Seios Paranasais/cirurgia , Levantamento do Assoalho do Seio Maxilar/métodos , IdosoRESUMO
BACKGROUND: The prelacrimal window approach (PLWA) is a minimally invasive surgical technique that has been proposed as an alternative to the traditional approaches to access the maxillary sinus. METHODOLOGY: A systematic review with meta-analysis was performed following PRISMA guidelines and identified 368 articles for initial review of which 14 (610 participants) met the criteria for meta-analysis. Four databases, including PubMed, Google Scholar, Web of Science and Scopus, were searched to identify relevant articles. Two independent reviewers conducted the eligibility assessment for the included studies. Methodology quality and risk of bias were evaluated by New Castle Ottawa scale. The outcomes assessed were recurrence of the pathology, postoperative morbidity including epiphora, dry nose, facial, gingival numbness, epistaxis or local infection. RESULTS: The present data suggest a significant reduction in the recurrence rate of maxillary sinus pathology following PLWA when compared to conventional surgery (endoscopic medial maxillectomy, endoscopic sinus surgery and the Caldwell-Luc operation). The rates of epiphora, facial or gingival numbness, epistaxis or infection requiring intervention, were not significantly different between the procedures. CONCLUSIONS: Maxillary sinus pathology can be effectively treated using the PLWA technique, as it has been shown to result in a lower recurrence rate compared to conventional surgeries.
Assuntos
Seio Maxilar , Humanos , Seio Maxilar/cirurgia , Endoscopia/métodos , Doenças dos Seios Paranasais/cirurgiaRESUMO
In the medical field, diagnostic tools that make use of deep neural networks have reached a level of performance never before seen. A proper diagnosis of a patient's condition is crucial in modern medicine since it determines whether or not the patient will receive the care they need. Data from a sinus CT scan is uploaded to a computer and displayed on a high-definition monitor to give the surgeon a clear anatomical orientation before endoscopic sinus surgery. In this study, a unique method is presented for detecting and diagnosing paranasal sinus disorders using machine learning. The researchers behind the current study designed their own approach. To speed up diagnosis, one of the primary goals of our study is to create an algorithm that can accurately evaluate the paranasal sinuses in CT scans. The proposed technology makes it feasible to automatically cut down on the number of CT scan images that require investigators to manually search through them all. In addition, the approach offers an automatic segmentation that may be used to locate the paranasal sinus region and crop it accordingly. As a result, the suggested method dramatically reduces the amount of data that is necessary during the training phase. As a result, this results in an increase in the efficiency of the computer while retaining a high degree of performance accuracy. The suggested method not only successfully identifies sinus irregularities but also automatically executes the necessary segmentation without requiring any manual cropping. This eliminates the need for time-consuming and error-prone human labor. When tested with actual CT scans, the method in question was discovered to have an accuracy of 95.16 percent while retaining a sensitivity of 99.14 percent throughout.
Assuntos
Artefatos , Aprendizado de Máquina , Seios Paranasais , Tomografia Computadorizada por Raios X , Humanos , Tomografia Computadorizada por Raios X/métodos , Seios Paranasais/diagnóstico por imagem , Algoritmos , Doenças dos Seios Paranasais/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodosRESUMO
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.