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1.
Respir Med ; 227: 107639, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38642906

RESUMO

Bronchoscopic lung volume reduction treatment with Zephyr one-way valves is an effective guideline-based treatment option for patients with severe emphysema and hyperinflation. However, in some cases the treatment response is less than anticipated or there might be a loss of initial treatment effect. Reasons for the lack of response can include incorrect assessment of collateral ventilation, improper valve placement, or patient related factors. Loss of initial benefit can be due to granulation tissue formation and subsequent valve dysfunction, or there may be side effects such as excessive coughing or infectious problems. Careful follow-up after treatment with valves is important and evaluation with a CT scan and/or bronchoscopy is helpful if there is no improvement after treatment or loss of initial benefit. This paper aims to describe the most important causes and provide a strategy of how to approach and manage these patients.


Assuntos
Broncoscopia , Pneumonectomia , Enfisema Pulmonar , Humanos , Broncoscopia/métodos , Enfisema Pulmonar/cirurgia , Enfisema Pulmonar/fisiopatologia , Pneumonectomia/métodos , Resultado do Tratamento , Tomografia Computadorizada por Raios X
3.
J Nucl Med ; 65(5): 803-809, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38514087

RESUMO

We aimed to investigate the effects of 18F-FDG PET voxel intensity normalization on radiomic features of oropharyngeal squamous cell carcinoma (OPSCC) and machine learning-generated radiomic biomarkers. Methods: We extracted 1,037 18F-FDG PET radiomic features quantifying the shape, intensity, and texture of 430 OPSCC primary tumors. The reproducibility of individual features across 3 intensity-normalized images (body-weight SUV, reference tissue activity ratio to lentiform nucleus of brain and cerebellum) and the raw PET data was assessed using an intraclass correlation coefficient (ICC). We investigated the effects of intensity normalization on the features' utility in predicting the human papillomavirus (HPV) status of OPSCCs in univariate logistic regression, receiver-operating-characteristic analysis, and extreme-gradient-boosting (XGBoost) machine-learning classifiers. Results: Of 1,037 features, a high (ICC ≥ 0.90), medium (0.90 > ICC ≥ 0.75), and low (ICC < 0.75) degree of reproducibility across normalization methods was attained in 356 (34.3%), 608 (58.6%), and 73 (7%) features, respectively. In univariate analysis, features from the PET normalized to the lentiform nucleus had the strongest association with HPV status, with 865 of 1,037 (83.4%) significant features after multiple testing corrections and a median area under the receiver-operating-characteristic curve (AUC) of 0.65 (interquartile range, 0.62-0.68). Similar tendencies were observed in XGBoost models, with the lentiform nucleus-normalized model achieving the numerically highest average AUC of 0.72 (SD, 0.07) in the cross validation within the training cohort. The model generalized well to the validation cohorts, attaining an AUC of 0.73 (95% CI, 0.60-0.85) in independent validation and 0.76 (95% CI, 0.58-0.95) in external validation. The AUCs of the XGBoost models were not significantly different. Conclusion: Only one third of the features demonstrated a high degree of reproducibility across intensity-normalization techniques, making uniform normalization a prerequisite for interindividual comparability of radiomic markers. The choice of normalization technique may affect the radiomic features' predictive value with respect to HPV. Our results show trends that normalization to the lentiform nucleus may improve model performance, although more evidence is needed to draw a firm conclusion.


Assuntos
Fluordesoxiglucose F18 , Aprendizado de Máquina , Neoplasias Orofaríngeas , Humanos , Neoplasias Orofaríngeas/diagnóstico por imagem , Masculino , Feminino , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons/métodos , Processamento de Imagem Assistida por Computador/métodos , Idoso , Carcinoma de Células Escamosas/diagnóstico por imagem , Biomarcadores Tumorais/metabolismo , Reprodutibilidade dos Testes , Radiômica
6.
Diagnostics (Basel) ; 14(1)2024 Jan 03.
Artigo em Inglês | MEDLINE | ID: mdl-38201412

RESUMO

Chronic rhinosinusitis (CRS) can have a significant impact on quality of life. With persistent symptoms and the failure of initial medical treatments, surgical management is indicated. Despite the excellent results of endoscopic sinus surgery for persistent CRS, it is quite a challenging procedure for frontal sinusitis given the complex anatomy and location of the frontal sinus. Frontal recess cells significantly contribute to the complexity of the frontal sinus, and numerous studies have sought to establish their association with sinusitis. This review offers a comprehensive understanding of frontal recess cells, their different classifications, their prevalence among different populations, and their relationship to sinusitis. After an extensive review of the current literature, the International Frontal Sinus Anatomy Classification (IFAC) is the most recent classification method and a preferred practical preoperative assessment tool. Although the agger nasi cell is the most prevalent cell among all reported populations, ethnic variations are still influencing the other cells' distribution. Studies are inconsistent in reporting a relationship between frontal recess cells and sinusitis, and that is mainly because of the differences in the classification methods used. More research using a standardized classification method is needed to understand the association between frontal recess cells and sinusitis.

7.
J Bronchology Interv Pulmonol ; 31(1): 23-29, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-37072895

RESUMO

BACKGROUND: The Galaxy System (Noah Medical) is a novel robotic endoluminal platform using electromagnetic navigation combined with integrated tomosynthesis technology and augmented fluoroscopy. It provides intraprocedural imaging to correct computerized tomography (CT) to body divergence and novel confirmation of tool-in-lesion (TIL). The primary aim of this study was to assess the TIL accuracy of the robotic bronchoscope with integrated digital tomosynthesis and augmented fluoroscopy. METHODS: Four operators conducted the experiment using 4 pigs. Each physician performed between 4 and 6 nodule biopsies for 20 simulated lung nodules with purple dye and a radio pacifier. Using Galaxy's "Tool-in-Lesion Tomography (TOMO+)" with augmented fluoroscopy, the physician navigated to the lung nodules, and a tool (needle) was placed into the lesion. TIL was defined by the needle in the lesion determined by cone-beam CT. RESULTS: The lung nodule's average size was 16.3 ± 0.97 mm and was predominantly in the lower lobes (65%). All 4 operators successfully navigated to all (100%) of the lesions in an average of 3 minutes and 39 seconds. The median number of tomosynthesis sweeps was 3 and augmented fluoroscopy was utilized in most cases (17/20 or 85%). TIL after the final TOMO sweep was 95% (19/20) and tool-touch-lesion was 5% (1/20). Biopsy yielding purple pigmentation was also 100% (20/20). CONCLUSION: The Galaxy System demonstrated successful digital TOMO confirmed TIL success in 95% (19/20) of lesions and tool-touch-lesion in 5% (1/20) as confirmed by cone-beam CT. Successful diagnostic yield was achieved in 100% (20/20) of lesions as confirmed by intralesional pigment acquisition.


Assuntos
Neoplasias Pulmonares , Procedimentos Cirúrgicos Robóticos , Humanos , Animais , Suínos , Neoplasias Pulmonares/patologia , Broncoscopia/métodos , Pulmão/patologia , Fenômenos Eletromagnéticos
8.
J Bronchology Interv Pulmonol ; 31(2): 126-131, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-37702527

RESUMO

BACKGROUND: The incidence of pneumothorax after bronchoscopic lung volume reduction (BLVR) using Zephyr (Pulmonx Corporation) endobronchial valves is ~26%. Many patients who develop a postprocedural pneumothorax require chest tube placement. If a persistent airleak is present, patients tolerating waterseal can be discharged home with a mini-atrium with a low risk of empyema. METHODS: Data were collected on patients from the Epic (Epic System Corporation) electronic medical record between July 2019 and November 2022. Our retrospective study reviewed a total of 102 BLVR procedures. Twenty-six of these procedures were complicated by a pneumothorax post-BLVR (25%). After 24 procedures, patients were discharged home with a chest tube after a persistent airleak. The primary endpoint of the study was the incidence of intrapleural infection in this population. The secondary endpoint was the average length of time the chest tube was in place until outpatient removal. RESULTS: Out of the 24 discharge events, 2 events (8.3%) were complicated by an intrapleural infection before chest tube removal. The average number of days requiring a chest tube until outpatient removal was 16.9 days, which is similar to the duration observed in patients discharged home with a chest tube after lung volume reduction surgery. CONCLUSION: Discharging patients home with a chest tube after BLVR therapy is safe and may reduce hospital length of stay. Our study shows the incidence of intrapleural infection after home discharge with a chest tube after BLVR is low.


Assuntos
Pneumonectomia , Pneumotórax , Humanos , Pneumonectomia/efeitos adversos , Pneumonectomia/métodos , Pneumotórax/epidemiologia , Pneumotórax/etiologia , Tubos Torácicos/efeitos adversos , Alta do Paciente , Estudos Retrospectivos
9.
AJR Am J Roentgenol ; 222(2): e2330060, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-37937837

RESUMO

BACKGROUND. Underlying stroke is often misdiagnosed in patients presenting with dizziness. Although such patients are usually ineligible for acute stroke treatment, accurate diagnosis may still improve outcomes through selection of patients for secondary prevention measures. OBJECTIVE. The purpose of our study was to investigate the cost-effectiveness of differing neuroimaging approaches in the evaluation of patients presenting to the emergency department (ED) with dizziness who are not candidates for acute intervention. METHODS. A Markov decision-analytic model was constructed from a health care system perspective for the evaluation of a patient presenting to the ED with dizziness. Four diagnostic strategies were compared: noncontrast head CT, head and neck CTA, conventional brain MRI, and specialized brain MRI (including multiplanar high-resolution DWI). Differing long-term costs and outcomes related to stroke detection and secondary prevention measures were compared. Cost-effectiveness was calculated in terms of lifetime expenditures in 2022 U.S. dollars for each quality-adjusted life year (QALY); deterministic and probabilistic sensitivity analyses were performed. RESULTS. Specialized MRI resulted in the highest QALYs and was the most cost-effective strategy with US$13,477 greater cost and 0.48 greater QALYs compared with noncontrast head CT. Conventional MRI had the next-highest health benefit, although was dominated by extension with incremental cost of US$6757 and 0.25 QALY; CTA was also dominated by extension, with incremental cost of US$3952 for 0.13 QALY. Non-contrast CT alone had the lowest utility among the four imaging choices. In the deterministic sensitivity analyses, specialized MRI remained the most cost-effective strategy. Conventional MRI was more cost-effective than CTA across a wide range of model parameters, with incremental cost-effectiveness remaining less than US$30,000/QALY. Probabilistic sensitivity analysis yielded similar results as found in the base-case analysis, with specialized MRI being more cost-effective than conventional MRI, which in turn was more cost-effective than CTA. CONCLUSION. The use of MRI in patients presenting to the ED with dizziness improves stroke detection and selection for subsequent preventive measures. MRI-based evaluation leads to lower long-term costs and higher cumulative QALYs. CLINICAL IMPACT. MRI, incorporating specialized protocols when available, is the preferred approach for evaluation of patients presenting to the ED with dizziness, to establish a stroke diagnosis and to select patients for secondary prevention measures.


Assuntos
Tontura , Acidente Vascular Cerebral , Humanos , Tontura/diagnóstico por imagem , Tontura/etiologia , Análise Custo-Benefício , Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Anos de Vida Ajustados por Qualidade de Vida , Acidente Vascular Cerebral/diagnóstico por imagem , Serviço Hospitalar de Emergência
10.
Mol Cancer ; 22(1): 182, 2023 11 14.
Artigo em Inglês | MEDLINE | ID: mdl-37964379

RESUMO

BACKGROUND: Stimulating inflammatory tumor associated macrophages can overcome resistance to PD-(L)1 blockade. We previously conducted a phase I trial of cabiralizumab (anti-CSF1R), sotigalimab (CD40-agonist) and nivolumab. Our current purpose was to study the activity and cellular effects of this three-drug regimen in anti-PD-1-resistant melanoma. METHODS: We employed a Simon's two-stage design and analyzed circulating immune cells from patients treated with this regimen for treatment-related changes. We assessed various dose levels of anti-CSF1R in murine melanoma models and studied the cellular and molecular effects. RESULTS: Thirteen patients were enrolled in the first stage. We observed one (7.7%) confirmed and one (7.7%) unconfirmed partial response, 5 patients had stable disease (38.5%) and 6 disease progression (42.6%). We elected not to proceed to the second stage. CyTOF analysis revealed a reduction in non-classical monocytes. Patients with prolonged stable disease or partial response who remained on study for longer had increased markers of antigen presentation after treatment compared to patients whose disease progressed rapidly. In a murine model, higher anti-CSF1R doses resulted in increased tumor growth and worse survival. Using single-cell RNA-sequencing, we identified a suppressive monocyte/macrophage population in murine tumors exposed to higher doses. CONCLUSIONS: Higher anti-CSF1R doses are inferior to lower doses in a preclinical model, inducing a suppressive macrophage population, and potentially explaining the disappointing results observed in patients. While it is impossible to directly infer human doses from murine studies, careful intra-species evaluation can provide important insight. Cabiralizumab dose optimization is necessary for this patient population with limited treatment options. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT03502330.


Assuntos
Anticorpos Monoclonais , Melanoma , Humanos , Animais , Camundongos , Anticorpos Monoclonais/farmacologia , Anticorpos Monoclonais/uso terapêutico , Nivolumabe/uso terapêutico , Melanoma/patologia , Receptores Proteína Tirosina Quinases
11.
AJR Am J Roentgenol ; 221(6): 836-845, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37404082

RESUMO

BACKGROUND. CT with CTA is widely used to exclude stroke in patients with dizziness, although MRI has higher sensitivity. OBJECTIVE. The purpose of this article was to compare patients presenting to the emergency department (ED) with dizziness who undergo CT with CTA alone versus those who undergo MRI in terms of stroke-related management and outcomes. METHODS. This retrospective study included 1917 patients (mean age, 59.5 years; 776 men, 1141 women) presenting to the ED with dizziness from January 1, 2018, to December 31, 2021. A first propensity score matching analysis incorporated demographic characteristics, medical history, findings from the review of systems, physical examination findings, and symptoms to construct matched groups of patients discharged from the ED after undergoing head CT with head and neck CTA alone and patients who underwent brain MRI (with or without CT and CTA). Outcomes were compared. A second analysis compared matched patients discharged after CT with CTA alone and patients who underwent specialized abbreviated MRI using multiplanar high-resolution DWI for increased sensitivity for posterior circulation stroke. Sensitivity analyses were performed involving MRI examinations performed as the first or only neuroimaging examination and involving alternative matching and imputation techniques. RESULTS. In the first analysis (406 patients per group), patients who underwent MRI, compared with patients who underwent CT with CTA alone, showed greater frequency of critical neuroimaging results (10.1% vs 4.7%, p = .005), change in secondary stroke prevention medication (9.6% vs 3.2%, p = .001), and subsequent echocardiography evaluation (6.4% vs 1.0%, p < .001). In the second analysis (100 patients per group), patients who underwent specialized abbreviated MRI, compared with patients who underwent CT with CTA alone, showed greater frequency of critical neuroimaging results (10.0% vs 2.0%, p = .04), change in secondary stroke prevention medication (14.0% vs 1.0%, p = .001), and subsequent echocardiography evaluation (12.0% vs 2.0%, p = .01) and lower frequency of 90-day ED readmissions (12.0% vs 28.0%, p = .008). Sensitivity analyses showed qualitatively similar findings. CONCLUSION. A proportion of patients discharged after CT with CTA alone may have benefitted from alternative or additional evaluation by MRI (including MRI using a specialized abbreviated protocol). CLINICAL IMPACT. Use of MRI may motivate clinically impactful management changes in patients presenting with dizziness.


Assuntos
Tontura , Acidente Vascular Cerebral , Masculino , Humanos , Feminino , Pessoa de Meia-Idade , Tontura/diagnóstico por imagem , Tontura/complicações , Estudos Retrospectivos , Pontuação de Propensão , Imageamento por Ressonância Magnética , Acidente Vascular Cerebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Serviço Hospitalar de Emergência
12.
Thorac Surg Clin ; 33(3): 233-244, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37414479

RESUMO

Lung cancer remains the leading cause of cancer-related deaths. Early tissue diagnosis followed by timely therapeutic procedures can have a significant impact on overall survival. While robotic-assisted lung resection is an established therapeutic procedure, robotic-assisted bronchoscopy is a more recent diagnostic procedure that improves reach, stability, and precision in the field of bronchoscopic lung nodule biopsy. The ability to combine lung cancer diagnostics with therapeutic surgical resection into a single-setting anesthesia procedure has the potential to decrease costs, improve patient experiences, and most importantly, reduce delays in cancer care.


Assuntos
Neoplasias Pulmonares , Procedimentos Cirúrgicos Robóticos , Nódulo Pulmonar Solitário , Humanos , Procedimentos Cirúrgicos Robóticos/métodos , Nódulo Pulmonar Solitário/diagnóstico , Nódulo Pulmonar Solitário/cirurgia , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/cirurgia , Neoplasias Pulmonares/patologia , Pulmão/patologia , Biópsia , Broncoscopia/métodos
13.
Thorac Surg Clin ; 33(3): 245-250, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37414480

RESUMO

Bronchoscopic lung volume reduction (BLVR) for the treatment of emphysema was originally developed in the early 2000s as a minimally invasive alternative to lung volume reduction surgery. Endobronchial valves for BLVR are an advancing "guideline treatment" in the treatment of advanced emphysema. Placement of small, one-way valves into segmental or subsegmental airways can induce lobar atelectasis for portions of diseased lung. This results in the reduction of hyperinflation along with improvements in diaphragmatic curvature and excursion.


Assuntos
Enfisema , Enfisema Pulmonar , Humanos , Pneumonectomia/efeitos adversos , Pneumonectomia/métodos , Broncoscopia/métodos , Enfisema Pulmonar/cirurgia , Pulmão/cirurgia , Enfisema/cirurgia , Resultado do Tratamento
14.
J Maxillofac Oral Surg ; : 1-7, 2023 Jun 04.
Artigo em Inglês | MEDLINE | ID: mdl-37362875

RESUMO

Background: Dexmedetomidine has dose-dependent selectivity for alpha 2 adrenoceptors. It is a good sedative with analgesic characteristics and good haemodynamic stability. Intranasal sedation is a non-invasive medication delivery method that is both safe and well accepted by both children and adults. One of the most common procedures in maxillofacial surgery is transalveolar extraction. In minor oral surgery, a painless transalveolar extraction with little post-operative pain would be ideal. Aim: To examine the effectiveness of intranasal dexmedetomidine spray against intranasal normal saline spray in patients undergoing transalveolar extractions for anxiety relief. Method: We compared sedation effect by Ramsay sedation scale, analgesia by visual analogue scale, monitored BP and pulse rate for anxiety, and spo2 levels for any complication in this prospective double-blinded randomized control study for two groups, A group with intranasal dexmedetomidine spray and the B group of intranasal NS spray for placebo effect at 0 min, 15 min, 30 min, and 45 min until transalveolar extraction. Result: As a result of the intranasal spray of dexmedetomidine, there were no related problems such as respiratory depression. There was a substantial difference in sedation and analgesia between group A and the placebo group, as well as a significant decrease in pulse rate and hypotension in the dexmedetomidine group to reduce anxiety. Conclusion: Intranasal injection of atomized dexmedetomidine (1.5 mcg/kg) for patient sedation having transalveolar extractions or other minor surgical operations in oral and maxillofacial surgery is clinically effective, convenient, lowers anxiety, and safe.Clinical Trial Registration: No. CTRI/2021/07/035181.

15.
Cancers (Basel) ; 15(9)2023 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-37174116

RESUMO

Oropharyngeal squamous cell carcinoma (OPSCC) comprises cancers of the tonsils, tongue base, soft palate, and uvula. The staging of oropharyngeal cancers varies depending upon the presence or absence of human papillomavirus (HPV)-directed pathogenesis. The incidence of HPV-associated oropharyngeal cancer (HPV + OPSCC) is expected to continue to rise over the coming decades. PET/CT is a useful modality for the diagnosis, staging, and follow up of patients with oropharyngeal cancers undergoing treatment and surveillance.

16.
J Bronchology Interv Pulmonol ; 30(4): 373-378, 2023 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-36269849

RESUMO

BACKGROUND: Incidental pulmonary nodules (IPNs) are lung nodules detected on imaging studies performed for an unrelated reason. Approximately 1.6 million IPNs are detected in the United States every year. Unfortunately, close to 1.1 million (69%) of these IPNs are not managed with appropriate follow-up care. The goal of this study was to assess the utility of a noncommercial electronic medical record (EMR)-based IPN keyword recognition program in identifying IPNs and the ability of lung navigators to communicate these findings to patients. METHODS: This is a observational, implementation study aimed identify IPNs using an EMR-based protocol and to relay results of findings to patients. The patient population included patients 16 and older undergoing computed tomography (CT) chest, CT chest/abdomen, CT angiogram chest, CT chest/abdomen/pelvis, and chest radiography through the radiology department within a large community tertiary medical campus between June 2019 and August 2020. EPIC EMR were queried using criteria designed to find IPNs. A lung navigator reviewed these cases and sorted them into categories based on their size and risk status. After identification of risk factors, actions were taken to directly communicate results to patients. RESULTS: Seven hundred and fifty-three patients were found to have true IPNs without a history of active malignancy involving the lung. On the basis of radiographic measurements, 60% of the nodules identified were <6 mm, 17% were between 6 and 8 mm, 22% were >8 mm, and 12% were deemed nodular opacities. Lung navigators were able to contact a total of 637 (87%) individuals with IPNs and results were directly communicated. Of the 637 patients identified to have an IPN, a total of 12 (2%) cancers were diagnosed. CONCLUSION: We have here demonstrated that the development of an EMR-based keyword recognition platform for the identification of IPNs is a useful and successful tool for communication of IPN findings to patients using lung navigators.


Assuntos
Neoplasias Pulmonares , Nódulos Pulmonares Múltiplos , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Registros Eletrônicos de Saúde , Nódulos Pulmonares Múltiplos/diagnóstico por imagem , Pulmão , Tomografia Computadorizada por Raios X/métodos , Achados Incidentais
17.
Clin Pract ; 12(6): 942-949, 2022 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-36412678

RESUMO

Mediastinal lymph node assessment is a crucial step in non-small cell lung cancer staging. Positron emission tomography (PET) has been the gold standard for the assessment of mediastinal lymphadenopathy, though it has limited specificity. Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is quick, accurate, and a less invasive method for obtaining a diagnostic sample in contrast to mediastinoscopy. We performed a retrospective chart analysis of 171 patients to assess the adequacy of tissue obtained by EBUS for diagnosis and molecular profiling as well as the assessment of staging and lymph node (LN) stations diagnostic yield, in correlation to PET scan and the operator's level of experience. A significantly increased tissue adequacy was observed based on the operators' experience, with the highest adequacy noted in trained Interventional Pulmonologist (IP) (100%), followed by >5 years of experience (93.33%), and 88.89% adequacy with <5 years of experience (p = 0.0019). PET-CT scan 18F-fluorodeoxyglucose (FDG) uptake in levels 1, 2, and 3 LN had a tissue adequacy of 76.67%, 54.64%, and 35.56%, respectively (p = 0.0009). EBUS bronchoscopy method could be used to achieve an accurate diagnosis, with IP-trained operators yielding the best results. There is no correlation with PET scan positivity, indicating that both PET and EBUS are complementary methods needed for staging.

18.
Front Neurosci ; 16: 860208, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36312024

RESUMO

Purpose: Personalized interpretation of medical images is critical for optimum patient care, but current tools available to physicians to perform quantitative analysis of patient's medical images in real time are significantly limited. In this work, we describe a novel platform within PACS for volumetric analysis of images and thus development of large expert annotated datasets in parallel with radiologist performing the reading that are critically needed for development of clinically meaningful AI algorithms. Specifically, we implemented a deep learning-based algorithm for automated brain tumor segmentation and radiomics extraction, and embedded it into PACS to accelerate a supervised, end-to- end workflow for image annotation and radiomic feature extraction. Materials and methods: An algorithm was trained to segment whole primary brain tumors on FLAIR images from multi-institutional glioma BraTS 2021 dataset. Algorithm was validated using internal dataset from Yale New Haven Health (YHHH) and compared (by Dice similarity coefficient [DSC]) to radiologist manual segmentation. A UNETR deep-learning was embedded into Visage 7 (Visage Imaging, Inc., San Diego, CA, United States) diagnostic workstation. The automatically segmented brain tumor was pliable for manual modification. PyRadiomics (Harvard Medical School, Boston, MA) was natively embedded into Visage 7 for feature extraction from the brain tumor segmentations. Results: UNETR brain tumor segmentation took on average 4 s and the median DSC was 86%, which is similar to published literature but lower than the RSNA ASNR MICCAI BRATS challenge 2021. Finally, extraction of 106 radiomic features within PACS took on average 5.8 ± 0.01 s. The extracted radiomic features did not vary over time of extraction or whether they were extracted within PACS or outside of PACS. The ability to perform segmentation and feature extraction before radiologist opens the study was made available in the workflow. Opening the study in PACS, allows the radiologists to verify the segmentation and thus annotate the study. Conclusion: Integration of image processing algorithms for tumor auto-segmentation and feature extraction into PACS allows curation of large datasets of annotated medical images and can accelerate translation of research into development of personalized medicine applications in the clinic. The ability to use familiar clinical tools to revise the AI segmentations and natively embedding the segmentation and radiomic feature extraction tools on the diagnostic workstation accelerates the process to generate ground-truth data.

19.
Natl J Maxillofac Surg ; 13(1): 78-83, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35911817

RESUMO

Introduction: Different techniques have been developed over the years for achieving mandibular nerve anesthesia. Many methods have been proposed back and forth in order to perform effective anaesthesia. Aims and Objective: The main aim of our study was to carry out comparison of clinical efficacy of mandibular nerve anaesthesia by Kurt Thoma technique with that of Vazirani-Akinosi nerve block technique. Materials and Methods: 10 adult patients requiring bilateral mandibular teeth extraction were selected randomly to receive Kurt Thoma technique and Vazirani-Akinosi technique for nerve block randomly. Results: There is no statistically difference between two techniques in terms of need of additional injection, pain, complications, onset of action. Conclusions: By this study we conclude that both the techniques are equally effective and all the oral and maxillofacial surgeons should learn these techniques so that they can use in various patients where conventional mandibular nerve block techniques are not feasible.

20.
J Oral Maxillofac Pathol ; 26(2): 290, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35968160

RESUMO

Osteochondroma is one of the common bone tumours but is rarely seen in the head and neck region. Osteochondroma of the mandibular condyle, extending to the temporomandibular joint (TMJ) is an infrequent occurrence. Patients commonly present with restricted mouth opening and malocclusion. Due to the significant overlap in features between chondromas and condylar hyperplasia, it is very likely to be misdiagnosed, resulting in treatment errors. In this report, an interesting case of a large osteochondroma of the mandibular condyle extending into the zygomatic and petrous part of the temporal bone involving the left TMJ in a 35-year-old female patient is described who presented with facial asymmetry and restricted mouth opening. This paper outlines the clinico-radiographic and histopathological features for diagnosis and appropriate treatment of osteochondroma.

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