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1.
Am J Otolaryngol ; 45(4): 104342, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38703609

RESUMEN

OBJECTIVE: To develop a multi-instance learning (MIL) based artificial intelligence (AI)-assisted diagnosis models by using laryngoscopic images to differentiate benign and malignant vocal fold leukoplakia (VFL). METHODS: The AI system was developed, trained and validated on 5362 images of 551 patients from three hospitals. Automated regions of interest (ROI) segmentation algorithm was utilized to construct image-level features. MIL was used to fusion image level results to patient level features, then the extracted features were modeled by seven machine learning algorithms. Finally, we evaluated the image level and patient level results. Additionally, 50 videos of VFL were prospectively gathered to assess the system's real-time diagnostic capabilities. A human-machine comparison database was also constructed to compare the diagnostic performance of otolaryngologists with and without AI assistance. RESULTS: In internal and external validation sets, the maximum area under the curve (AUC) for image level segmentation models was 0.775 (95 % CI 0.740-0.811) and 0.720 (95 % CI 0.684-0.756), respectively. Utilizing a MIL-based fusion strategy, the AUC at the patient level increased to 0.869 (95 % CI 0.798-0.940) and 0.851 (95 % CI 0.756-0.945). For real-time video diagnosis, the maximum AUC at the patient level reached 0.850 (95 % CI, 0.743-0.957). With AI assistance, the AUC improved from 0.720 (95 % CI 0.682-0.755) to 0.808 (95 % CI 0.775-0.839) for senior otolaryngologists and from 0.647 (95 % CI 0.608-0.686) to 0.807 (95 % CI 0.773-0.837) for junior otolaryngologists. CONCLUSIONS: The MIL based AI-assisted diagnosis system can significantly improve the diagnostic performance of otolaryngologists for VFL and help to make proper clinical decisions.


Asunto(s)
Inteligencia Artificial , Laringoscopía , Leucoplasia , Pliegues Vocales , Humanos , Pliegues Vocales/diagnóstico por imagen , Pliegues Vocales/patología , Laringoscopía/métodos , Masculino , Leucoplasia/diagnóstico , Leucoplasia/patología , Femenino , Persona de Mediana Edad , Anciano , Diagnóstico por Computador/métodos , Aprendizaje Automático , Diagnóstico Diferencial , Adulto , Algoritmos , Neoplasias Laríngeas/diagnóstico , Neoplasias Laríngeas/patología , Neoplasias Laríngeas/diagnóstico por imagen
2.
Am J Otolaryngol ; 45(4): 104296, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38653084

RESUMEN

BACKGROUND: Narrow-band imaging (NBI) endoscopy is used in various tumor detection and is important in detecting early tumors. OBJECTIVE: To explore the application value of NBI endoscopy in diagnosing pharyngeal tumors. MATERIAL AND METHODS: Ninety-one patients with pharyngeal masses who attended the Department of Otorhinolaryngology, Head and Neck Surgery in Gansu Provincial Hospital from January 2023 to February 2024 were selected, and NBI and white light (WL) endoscopy were applied to examine the pharynx and the relationship between the two was observed. SPSS 25.0 software was used for statistical analysis. RESULTS: The sensitivity of NBI endoscopy for diagnosing laryngeal malignant lesions was 92.0 %, the specificity was 93.0 %, the positive predictive value was 88.5 %, and the negative predictive value was 95.2 %, with a high degree of concordance between the results of NBI endoscopy and the pathology; WL endoscopy had a sensitivity of 64.0 %, a specificity of 76. 7 %, a positive predictive value of 61.5 %, and a negative predictive value of 78.6 %, with WL endoscopic findings had moderate concordance with pathology. The diagnostic accuracy of NBI endoscopy was higher than that of WL endoscopy for both benign and malignant lesions and precancerous lesions. CONCLUSION: NBI endoscopy can detect laryngeal cancer lesions more accurately.


Asunto(s)
Endoscopía , Imagen de Banda Estrecha , Neoplasias Faríngeas , Sensibilidad y Especificidad , Humanos , Imagen de Banda Estrecha/métodos , Neoplasias Faríngeas/diagnóstico por imagen , Masculino , Femenino , Persona de Mediana Edad , Anciano , Adulto , Endoscopía/métodos , Valor Predictivo de las Pruebas , Anciano de 80 o más Años , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología
3.
Hell J Nucl Med ; 27(1): 27-34, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38678383

RESUMEN

OBJECTIVE: To investigate the positron emission tomography/computed tomography (PET/CT) findings of T1/T2N0M0 glottic cancer (hereafter referred to as T1/T2) and dose distribution in radiotherapy. SUBJECTS AND METHODS: We retrospectively collected data from patients diagnosed with T1/T2N0M0 glottic cancer who received radiotherapy. The extent of fluorine-18-fluorodeoxyglucose (18F-FDG) accumulation in primary tumors, maximum standardized uptake value (SUVmax), total lesion glycolysis (TLG), tumor volume of primary tumors on PET/CT were compared. Furthermore, the tumor identified on PET/CT was incorporated into the radiotherapy plans. A dummy plan (radiation field 6x6cm, prescription point facing the vertebral body, maximum dose ≤107%, T1/T2 66Gy/33 fractions) was developed for three-dimensional conformal radiotherapy, and the dose distribution of primary tumors was calculated. RESULTS: Twenty-nine patients (27 men and two women) were included; their mean age was 67.2±15.0 years. Increased 18F-FDG accumulation in primary tumors was observed on PET/CT in 22/29 (78.5%; T1: 14/21 [67%], T2: 8/8 [100%]) patients. The median SUVmax, TLG, and primary tumor volume were significantly different between T1 and T2 (SUVmax, T1: 4.56 vs. T2: 8.43, P=0.035; TLG, T1: 1.01 vs. T2: 3.71 SUVxmL, P<0.01; primary tumor volume, T1: 0.38mL vs. T2: 0.80mL, P=0.01). At a TLG cut-off value of 3.470, the area under the curve was 0.875, sensitivity was 0.875, and specificity was 0.929 for T1-T2 differentiation. In 20 patients with 18F-FDG accumulation, the minimum radiation dose was significantly different between T1 and T2 (66Gy vs. 64Gy, P<0.01) at the same 66Gy prescription. The minimum radiation dose and primary tumor volume show the correlation value (r=-0.516, P=0.02). CONCLUSION: In glottic cancer, T1 and T2 can be differentiated by the extent of 18F-FDG accumulation in primary tumors on PET/CT. The minimum radiation dose rate decreases as volume increases.


Asunto(s)
Fluorodesoxiglucosa F18 , Glotis , Neoplasias Laríngeas , Tomografía Computarizada por Tomografía de Emisión de Positrones , Dosificación Radioterapéutica , Humanos , Masculino , Femenino , Neoplasias Laríngeas/radioterapia , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Anciano , Glotis/diagnóstico por imagen , Estudios Retrospectivos , Persona de Mediana Edad , Anciano de 80 o más Años , Planificación de la Radioterapia Asistida por Computador/métodos , Estadificación de Neoplasias , Radiofármacos
4.
IEEE J Biomed Health Inform ; 28(6): 3557-3570, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38442048

RESUMEN

Grading laryngeal squamous cell carcinoma (LSCC) based on histopathological images is a clinically significant yet challenging task. However, more low-effect background semantic information appeared in the feature maps, feature channels, and class activation maps, which caused a serious impact on the accuracy and interpretability of LSCC grading. While the traditional transformer block makes extensive use of parameter attention, the model overlearns the low-effect background semantic information, resulting in ineffectively reducing the proportion of background semantics. Therefore, we propose an end-to-end network with transformers constrained by learned-parameter-free attention (LA-ViT), which improve the ability to learn high-effect target semantic information and reduce the proportion of background semantics. Firstly, according to generalized linear model and probabilistic, we demonstrate that learned-parameter-free attention (LA) has a stronger ability to learn highly effective target semantic information than parameter attention. Secondly, the first-type LA transformer block of LA-ViT utilizes the feature map position subspace to realize the query. Then, it uses the feature channel subspace to realize the key, and adopts the average convergence to obtain a value. And those construct the LA mechanism. Thus, it reduces the proportion of background semantics in the feature maps and feature channels. Thirdly, the second-type LA transformer block of LA-ViT uses the model probability matrix information and decision level weight information to realize key and query, respectively. And those realize the LA mechanism. So, it reduces the proportion of background semantics in class activation maps. Finally, we build a new complex semantic LSCC pathology image dataset to address the problem, which is less research on LSCC grading models because of lacking clinically meaningful datasets. After extensive experiments, the whole metrics of LA-ViT outperform those of other state-of-the-art methods, and the visualization maps match better with the regions of interest in the pathologists' decision-making. Moreover, the experimental results conducted on a public LSCC pathology image dataset show that LA-ViT has superior generalization performance to that of other state-of-the-art methods.


Asunto(s)
Interpretación de Imagen Asistida por Computador , Neoplasias Laríngeas , Clasificación del Tumor , Humanos , Neoplasias Laríngeas/patología , Neoplasias Laríngeas/diagnóstico por imagen , Interpretación de Imagen Asistida por Computador/métodos , Clasificación del Tumor/métodos , Bases de Datos Factuales , Algoritmos , Semántica , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/patología , Redes Neurales de la Computación , Laringe/patología , Laringe/diagnóstico por imagen , Aprendizaje Profundo
5.
Oral Oncol ; 152: 106744, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38520756

RESUMEN

PURPOSE: In clinical practice the assessment of the "vocal cord-arytenoid unit" (VCAU) mobility is crucial in the staging, prognosis, and choice of treatment of laryngeal squamous cell carcinoma (LSCC). The aim of the present study was to measure repeatability and reliability of clinical assessment of VCAU mobility and radiologic analysis of posterior laryngeal extension. METHODS: In this multi-institutional retrospective study, patients with LSCC-induced impairment of VCAU mobility who received curative treatment were included; pre-treatment endoscopy and contrast-enhanced imaging were collected and evaluated by raters. According to their evaluations, concordance, number of assigned categories, and inter- and intra-rater agreement were calculated. RESULTS: Twenty-two otorhinolaryngologists evaluated 366 videolaryngoscopies (total evaluations: 2170) and 6 radiologists evaluated 237 imaging studies (total evaluations: 477). The concordance of clinical rating was excellent in only 22.7% of cases. Overall, inter- and intra-rater agreement was weak. Supraglottic cancers and transoral endoscopy were associated with the lowest inter-observer reliability values. Radiologic inter-rater agreement was low and did not vary with imaging technique. Intra-rater reliability of radiologic evaluation was optimal. CONCLUSIONS: The current methods to assess VCAU mobility and posterior extension of LSCC are flawed by weak inter-observer agreement and reliability. Radiologic evaluation was characterized by very high intra-rater agreement, but weak inter-observer reliability. The relevance of VCAU mobility assessment in laryngeal oncology should be re-weighted. Patients affected by LSCC requiring imaging should be referred to dedicated radiologists with experience in head and neck oncology.


Asunto(s)
Neoplasias Laríngeas , Pliegues Vocales , Humanos , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Masculino , Femenino , Persona de Mediana Edad , Anciano , Estudios Retrospectivos , Pliegues Vocales/diagnóstico por imagen , Pliegues Vocales/fisiopatología , Adulto , Reproducibilidad de los Resultados , Anciano de 80 o más Años , Laringoscopía/métodos , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/patología
6.
Eur Arch Otorhinolaryngol ; 281(6): 3051-3060, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38554153

RESUMEN

PURPOSE: To identify a radiological map of laryngeal subsites whose involvement by the tumor could predict patients' functional outcomes after open partial horizontal laryngectomy (OPHL). METHODS: The present retrospective analysis concerned 96 patients with glottic squamous cell carcinoma, who were radiologically staged with contrast-enhanced neck CT scans before undergoing supracricoid or supratracheal laryngectomy. A radiological map of patients' functional risk was developed by considering the distribution of functional outcomes in relation to the laryngeal subsites involved. The functional outcomes considered were: (i) decannulation at discharge; (ii) time to removal of the nasogastric feeding tube (NFT); (iii) postoperative complication rate; and (iv) length of hospital stay. RESULTS: Involvement of the anterior supraglottis was related to a longer need for NFT, and a longer hospital stay (p = 0.003, and p = 0.003, respectively). Involvement of the posterior glottis negatively affected the time to decannulation, and the likelihood of postoperative complications (p = 0.000, and p = 0.002, respectively). CONCLUSIONS: Anterior glottic small tumors (without significant subglottic and/or supraglottic extension) are related to the best functional outcomes after OPHL, since the suprahyoid epiglottis and both the arytenoids are likely to be spared.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias Laríngeas , Laringectomía , Tomografía Computarizada por Rayos X , Humanos , Laringectomía/métodos , Masculino , Neoplasias Laríngeas/cirugía , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Estudios Retrospectivos , Femenino , Persona de Mediana Edad , Anciano , Carcinoma de Células Escamosas/cirugía , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/patología , Tomografía Computarizada por Rayos X/métodos , Tiempo de Internación/estadística & datos numéricos , Complicaciones Posoperatorias/epidemiología , Glotis/diagnóstico por imagen , Glotis/cirugía , Adulto , Anciano de 80 o más Años , Resultado del Tratamiento , Estadificación de Neoplasias
7.
Strahlenther Onkol ; 200(5): 418-424, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38488899

RESUMEN

PURPOSE: This study aimed to assess the margin for the planning target volume (PTV) using the Van Herk formula. We then validated the proposed margin by real-time magnetic resonance imaging (MRI). METHODS: An analysis of cone-beam computed tomography (CBCT) data from early glottic cancer patients was performed to evaluate organ motion. Deformed clinical target volumes (CTV) after rigid registration were acquired using the Velocity program (Varian Medical Systems, Palo Alto, CA, USA). Systematic (Σ) and random errors (σ) were evaluated. The margin for the PTV was defined as 2.5 Σ + 0.7 σ according to the Van Herk formula. To validate this margin, we accrued healthy volunteers. Sagittal real-time cine MRI was conducted using the ViewRay system (ViewRay Inc., Oakwood Village, OH, USA). Within the obtained sagittal images, the vocal cord was delineated. The movement of the vocal cord was summed up and considered as the internal target volume (ITV). We then assessed the degree of overlap between the ITV and the PTV (vocal cord plus margins) by calculating the volume overlap ratio, represented as (ITV∩PTV)/ITV. RESULTS: CBCTs of 17 early glottic patients were analyzed. Σ and σ were 0.55 and 0.57 for left-right (LR), 0.70 and 0.60 for anterior-posterior (AP), and 1.84 and 1.04 for superior-inferior (SI), respectively. The calculated margin was 1.8 mm (LR), 2.2 mm (AP), and 5.3 mm (SI). Four healthy volunteers participated for validation. A margin of 3 mm (AP) and 5 mm (SI) was applied to the vocal cord as the PTV. The average volume overlap ratio between ITV and PTV was 0.92 (range 0.85-0.99) without swallowing and 0.77 (range 0.70-0.88) with swallowing. CONCLUSION: By evaluating organ motion by using CBCT, the margin was 1.8 (LR), 2.2 (AP), and 5.3 mm (SI). The margin acquired using CBCT fitted well in real-time cine MRI. Given that swallowing during radiotherapy can result in a substantial displacement, it is crucial to consider strategies aimed at minimizing swallowing and related motion.


Asunto(s)
Tomografía Computarizada de Haz Cónico , Glotis , Neoplasias Laríngeas , Imagen por Resonancia Cinemagnética , Humanos , Tomografía Computarizada de Haz Cónico/métodos , Imagen por Resonancia Cinemagnética/métodos , Glotis/diagnóstico por imagen , Masculino , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/radioterapia , Persona de Mediana Edad , Femenino , Adulto , Anciano , Movimientos de los Órganos , Sistemas de Computación , Planificación de la Radioterapia Asistida por Computador/métodos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
10.
Neuroradiology ; 66(6): 883-896, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38418594

RESUMEN

Imaging of the larynx and hypopharynx is frequently requested to assess the extent of neoplasms beyond the field of view of endoscopic evaluation. The combination of optical and cross-sectional imaging allows tumors to be classified according to AJCC/UICC guidelines. A thorough understanding of laryngeal and hypopharyngeal anatomy is crucial to guide the radiological eye along the possible pathways of the spread of diseases and to guide differential diagnoses. Computed tomography (CT) has been the first cross-sectional imaging technique used to evaluate the larynx and hypopharynx; its spatial resolution combined with volumetric capability and the use of injectable contrast medium made CT the working horse in the assessment of neoplastic and inflammatory diseases. In the last two decades, magnetic resonance (MR) supported CT in the most challenging cases, when the optimal contrast resolution due to the multisequence portfolio is needed to assess the neoplastic involvement of laryngeal cartilages, paraglottic space(s), and extra laryngeal spread. The aim of this paper is to give a comprehensive radiological overview of larynx and hypopharynx complex anatomy, combining in vivo images, anatomical sections, and images of ex vivo specimens.


Asunto(s)
Hipofaringe , Laringe , Imagen por Resonancia Magnética , Tomografía Computarizada por Rayos X , Humanos , Medios de Contraste , Neoplasias Hipofaríngeas/diagnóstico por imagen , Neoplasias Hipofaríngeas/patología , Hipofaringe/diagnóstico por imagen , Hipofaringe/anatomía & histología , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Laringe/diagnóstico por imagen , Laringe/anatomía & histología , Imagen por Resonancia Magnética/métodos , Tomografía Computarizada por Rayos X/métodos
11.
Clin Otolaryngol ; 49(4): 429-435, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38400826

RESUMEN

OBJECTIVE: To assess whether narrow band imaging (NBI) detects fields of cancerisation around suspicious lesions in the upper aerodigestive tract, which were undetected by white light imaging (WLI). METHODS: In 96 patients with laryngeal and pharyngeal lesions suspicious for malignancy, 206 biopsies were taken during laryngoscopy: 96 biopsies of suspicious lesions detected by both WLI and NBI (WLI+/NBI+), 60 biopsies adjacent mucosa only suspicious with NBI (WLI-/NBI+), and 46 biopsies of NBI and WLI unsuspicious mucosa (WLI-/NBI-) as negative controls. Optical diagnosis according to the Ni-classification was compared with histopathology. RESULTS: Signs of (pre)malignancy were found in 88% of WLI+/NBI+ biopsies, 32% of WLI-/NBI+ biopsies and 0% in WLI-/NBI- (p < .001). In 58% of the WLI-/NBI+ mucosa any form of dysplasia or carcinoma was detected. CONCLUSION: The use of additional NBI led to the detection of (pre)malignancy in 32% of the cases, that would have otherwise remained undetected with WLI alone. This highlights the potential of NBI as a valuable adjunct to WLI in the identification of suspicious lesions in the upper aerodigestive tract.


Asunto(s)
Neoplasias Laríngeas , Laringoscopía , Imagen de Banda Estrecha , Humanos , Imagen de Banda Estrecha/métodos , Femenino , Masculino , Laringoscopía/métodos , Persona de Mediana Edad , Anciano , Neoplasias Laríngeas/patología , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/diagnóstico , Biopsia , Adulto , Neoplasias Faríngeas/patología , Neoplasias Faríngeas/diagnóstico por imagen , Neoplasias Faríngeas/diagnóstico , Lesiones Precancerosas/patología , Lesiones Precancerosas/diagnóstico por imagen , Lesiones Precancerosas/diagnóstico , Anciano de 80 o más Años , Blanco
12.
Laryngoscope ; 134(7): 3230-3237, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38407326

RESUMEN

OBJECTIVE: The prognostic value of depth of invasion (DOI) in oral squamous cell cancer carcinoma and cutaneous melanoma is well established, while there is a lack of reports investigating the role of DOI in laryngeal cancer. This study aims to explore the association of glottic cancer DOI with other established pathological risk factors and nodal metastasis and evaluate the feasibility of measuring DOI preoperatively using tomographic imaging. METHODS: The medical records of glottic cancer patients treated between 2015 and 2020 in a single tertiary referral center were screened retrospectively. Pathologically measured DOI (pDOI) value was also reviewed and registered. Preoperative computer tomography (CT) was used to obtain the radiological DOI (rDOI) measured by two dedicated radiologists. Their inter-rated agreement was assessed and the correlation between pDOI and rDOI was calculated. pDOI association with the main pathology report features was assessed with univariable analysis. Cox univariable and multivariable models were used to explore the role of pDOI on survival. RESULTS: Ninety-one patients had pDOI data available, of which 59 also had rDOI data. A strong concordance between the two radiologists was found (concordance correlation coefficient = 0.96); rDOI and pDOI were highly and significantly correlated (R = 0.85; p < 0.001). pDOI was significantly higher in patients with perineural invasion (PNI; p < 0.001), lymphovascular invasion (LVI; p < 0.001), and nodal metastasis (p < 0.001). pDOI was associated with disease-free survival at univariable analysis (p = 0.04) while it did not show a significant impact (p = 0.10) at multivariable analysis. CONCLUSION: Glottic carcinoma DOI correlates with PNI, LVI, and nodal metastasis and it can be reliably assessed in a preoperative setting using CT imaging. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:3230-3237, 2024.


Asunto(s)
Glotis , Neoplasias Laríngeas , Invasividad Neoplásica , Tomografía Computarizada por Rayos X , Humanos , Neoplasias Laríngeas/patología , Neoplasias Laríngeas/cirugía , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/mortalidad , Masculino , Femenino , Glotis/patología , Glotis/diagnóstico por imagen , Glotis/cirugía , Estudios Retrospectivos , Persona de Mediana Edad , Anciano , Pronóstico , Cuidados Preoperatorios/métodos , Estudios de Factibilidad , Metástasis Linfática/diagnóstico por imagen , Metástasis Linfática/patología , Anciano de 80 o más Años , Adulto
13.
Radiother Oncol ; 194: 110182, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38403024

RESUMEN

OBJECTIVE: This study aims to determine the added value of a geometrically accurate diffusion-weighted (DW-) MRI sequence on the accuracy of gross tumor volume (GTV) delineations, using pathological tumor delineations as a ground truth. METHODS: Sixteen patients with laryngeal or hypopharyngeal carcinoma were included. After total laryngectomy, the specimen was cut into slices. Photographs of these slices were stacked to create a 3D digital specimen reconstruction, which was registered to the in vivo imaging. The pathological tumor (tumorHE) was delineated on the specimen reconstruction. Six observers delineated all tumors twice: once with only anatomical MR imaging, and once (a few weeks later) when DW sequences were also provided. The majority voting delineation of session one (GTVMRI) and session two (GTVDW-MRI), as well as the clinical target volumes (CTVs), were compared to the tumorHE. RESULTS: The mean tumorHE volume was 11.1 cm3, compared to a mean GTVMRI volume of 18.5 cm3 and a mean GTVDW-MRI volume of 15.7 cm3. The median sensitivity (tumor coverage) was comparable between sessions: 0.93 (range: 0.61-0.99) for the GTVMRI and 0.91 (range: 0.53-1.00) for the GTVDW-MRI. The CTV volume also decreased when DWI was available, with a mean CTVMR of 47.1 cm3 and a mean CTVDW-MRI of 41.4 cm3. Complete tumor coverage was achieved in 15 and 14 tumors, respectively. CONCLUSION: GTV delineations based on anatomical MR imaging tend to overestimate the tumor volume. The availability of the geometrically accurate DW sequence reduces the GTV overestimation and thereby CTV volumes, while maintaining acceptable tumor coverage.


Asunto(s)
Imagen de Difusión por Resonancia Magnética , Neoplasias Hipofaríngeas , Neoplasias Laríngeas , Humanos , Neoplasias Hipofaríngeas/diagnóstico por imagen , Neoplasias Hipofaríngeas/patología , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Imagen de Difusión por Resonancia Magnética/métodos , Masculino , Anciano , Persona de Mediana Edad , Femenino , Carga Tumoral , Laringectomía
14.
Eur Arch Otorhinolaryngol ; 281(5): 2597-2608, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38424299

RESUMEN

PURPOSE: The involvement of the anterior commissure (AC) is regarded to be a risk factor for poor results after transoral laser microsurgery (TLM) for early glottic cancer. The objective of this study was to determine how AC-related clinical and radiological factors affected oncological outcomes in a cohort of patients with T1 stage early glottic carcinoma involving the anterior commissure who were treated with TLM with negative surgical margins. METHODS: Retrospective analysis was performed on clinical, radiological, and follow-up data of patients consecutively treated with TLM at a tertiary academic center between November 2011 and August 2021 for T1 glottic squamous cell carcinoma involving the anterior commissure. Recurrence-free survival (RFS), local control with laser alone (LCL), laryngeal preservation (LP), and overall survival (OS) rates (Kaplan-Meier) were the primary outcome metrics. RESULTS: In our series, 5-year OS probability was 75.1%, RFS was 64.8%, LCL was 73.8%, and LP was 83.4%. OS and RFS were higher in patients with early stages of AC pattern than in patients with advanced stage (p = 0.004, p = 0.034, respectively). Vertical extension ratio was found to be associated with OS and RFS (p = 0.023, p = 0.001, respectively), and thyroid cartilage interlaminar angle with LCL by multiple Cox regression analysis (p = 0.041). CONCLUSION: TLM remains a valuable treatment option for AC involvement. AC3 type involvement and elevated vertical extension ratio were associated with negative prognosis. There have been signs that thyroid cartilage with a narrow angle increases recurrence. Alternative modalities should be kept in mind in the treatment decision of these cases.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de Cabeza y Cuello , Neoplasias Laríngeas , Terapia por Láser , Neoplasias de la Lengua , Humanos , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/cirugía , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/cirugía , Estudios Retrospectivos , Microcirugia/métodos , Glotis/diagnóstico por imagen , Glotis/cirugía , Glotis/patología , Neoplasias de la Lengua/cirugía , Terapia por Láser/métodos , Neoplasias de Cabeza y Cuello/patología , Resultado del Tratamiento , Estadificación de Neoplasias , Recurrencia Local de Neoplasia/patología
15.
Curr Opin Otolaryngol Head Neck Surg ; 32(2): 134-137, 2024 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-38259164

RESUMEN

PURPOSE OF REVIEW: Laryngeal cancer (LC) is a highly aggressive malignancy of the head and neck and represents about 1-2% of cancer worldwide.Treatment strategies for LC aim both to complete cancer removal and to preserve laryngeal function or maximize larynx retention.Predicting with high precision response to induction chemotherapy (IC) is one of the main fields of research when considering LC, since this could guide treatment strategies in locally advanced LC. RECENT FINDINGS: Radiomics is a noninvasive method to extract quantitative data from the whole tumor using medical imaging. This signature could represent the underlying tumor heterogeneity and phenotype.During the last five years, some studies have highlighted the potential of radiomics in the pretreatment assessment of LC, in the prediction of response to IC, and in the early assessment of response to radiation therapy. Although these represent promising results, larger multicentric studies are demanded to validate the value of radiomics in this field. SUMMARY: The role of radiomics in laryngeal preservation strategies is still to be defined. There are some early promising studies, but the lack of validation and larger multicentric studies limit the value of the papers published in the literature and its application in clinical practice.


Asunto(s)
Neoplasias Laríngeas , Laringe , Humanos , Radiómica , Laringe/diagnóstico por imagen , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/terapia , Neoplasias Laríngeas/patología , Diagnóstico por Imagen
17.
Laryngoscope ; 134(6): 2826-2834, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38174772

RESUMEN

OBJECTIVE: To investigate the potential of deep learning for automatically delineating (segmenting) laryngeal cancer superficial extent on endoscopic images and videos. METHODS: A retrospective study was conducted extracting and annotating white light (WL) and Narrow-Band Imaging (NBI) frames to train a segmentation model (SegMENT-Plus). Two external datasets were used for validation. The model's performances were compared with those of two otolaryngology residents. In addition, the model was tested on real intraoperative laryngoscopy videos. RESULTS: A total of 3933 images of laryngeal cancer from 557 patients were used. The model achieved the following median values (interquartile range): Dice Similarity Coefficient (DSC) = 0.83 (0.70-0.90), Intersection over Union (IoU) = 0.83 (0.73-0.90), Accuracy = 0.97 (0.95-0.99), Inference Speed = 25.6 (25.1-26.1) frames per second. The external testing cohorts comprised 156 and 200 images. SegMENT-Plus performed similarly on all three datasets for DSC (p = 0.05) and IoU (p = 0.07). No significant differences were noticed when separately analyzing WL and NBI test images on DSC (p = 0.06) and IoU (p = 0.78) and when analyzing the model versus the two residents on DSC (p = 0.06) and IoU (Senior vs. SegMENT-Plus, p = 0.13; Junior vs. SegMENT-Plus, p = 1.00). The model was then tested on real intraoperative laryngoscopy videos. CONCLUSION: SegMENT-Plus can accurately delineate laryngeal cancer boundaries in endoscopic images, with performances equal to those of two otolaryngology residents. The results on the two external datasets demonstrate excellent generalization capabilities. The computation speed of the model allowed its application on videolaryngoscopies simulating real-time use. Clinical trials are needed to evaluate the role of this technology in surgical practice and resection margin improvement. LEVEL OF EVIDENCE: III Laryngoscope, 134:2826-2834, 2024.


Asunto(s)
Aprendizaje Profundo , Neoplasias Laríngeas , Laringoscopía , Imagen de Banda Estrecha , Humanos , Laringoscopía/métodos , Imagen de Banda Estrecha/métodos , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/cirugía , Neoplasias Laríngeas/patología , Estudios Retrospectivos , Grabación en Video , Masculino , Femenino , Persona de Mediana Edad , Luz , Anciano
18.
J Laryngol Otol ; 138(2): 203-207, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37332169

RESUMEN

OBJECTIVE: This study used the European Laryngeal Society (2016) and Ni (2011 and 2019) classifications for narrow-band imaging and correlated the findings with histopathology. METHODS: Retrospective analysis was conducted by retrieving data of patients who underwent micro-laryngoscopy for suspicious glottic lesions. The narrow-band imaging findings were classified using both classification systems. Retrieved histopathology report findings were correlated with narrow-band imaging data. RESULTS: Using the European Laryngeal Society and Ni classifications, 37 (69.8 per cent) and 35 (66 per cent) patients, respectively, were suspected to have malignant lesions. Upon histopathology, 37 (69.8 per cent) lesions were malignant. Sensitivity, specificity, positive predictive value, negative predictive value and accuracy using the European Laryngeal Society classification were 91.9 per cent, 81.3 per cent, 91.9 per cent, 81.3 per cent and 88.7 per cent, and using the Ni classification were 91.9 per cent, 93.8 per cent, 97.1 per cent, 83.3 per cent and 92.5 per cent, respectively. CONCLUSION: The Ni classification had better specificity and accuracy. The European Laryngeal Society classification is simple to use and may serve as a useful screening tool. For optimum results, both European Laryngeal Society and Ni classifications may be used together, in that order.


Asunto(s)
Neoplasias Laríngeas , Laringe , Humanos , Laringoscopía/métodos , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Estudios Retrospectivos , Sensibilidad y Especificidad , Laringe/patología , Imagen de Banda Estrecha/métodos
19.
J Laryngol Otol ; 138(4): 425-430, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-37880146

RESUMEN

BACKGROUND: Fibre-optic laryngoscopy is still widely used in daily clinical practice; however, high-definition laryngoscopy using narrow band imaging could be more reliable in characterising pharyngeal and laryngeal lesions. METHODS: Endoscopic videos were assessed in a tertiary referral hospital by 12 observers with different levels of clinical experience. Thirty pairs of high-definition laryngoscopy with narrow band imaging and fibre-optic laryngoscopy videos were judged twice, with an interval of two to four weeks, in a random order. Inter- and intra-observer reliability, sensitivity and specificity were calculated in terms of detecting a malignant lesion and a specific histological entity, for beginners, trained observers and experts. RESULTS: Using high-definition laryngoscopy with narrow band imaging, inter-observer reliability for detecting malignant lesions increased from moderate to substantial in trained observers and experts (high-definition laryngoscopy with narrow band imaging κ = 0.66 and κ = 0.77 vs fibre-optic laryngoscopy κ = 0.51 and κ = 0.56, for trained observers and experts respectively) and sensitivity increased by 16 per cent. CONCLUSION: Inter-observer reliability increased with the level of clinical experience, especially when using high-definition laryngoscopy with narrow band imaging.


Asunto(s)
Neoplasias Laríngeas , Laringe , Humanos , Laringoscopía/métodos , Imagen de Banda Estrecha/métodos , Reproducibilidad de los Resultados , Laringe/diagnóstico por imagen , Laringe/patología , Endoscopía , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología
20.
AJNR Am J Neuroradiol ; 44(12): 1421-1424, 2023 12 11.
Artículo en Inglés | MEDLINE | ID: mdl-38050008

RESUMEN

BACKGROUND AND PURPOSE: Diagnostic CT of the larynx is historically performed with a protocol that combines a standard neck CT with dedicated imaging through the larynx. Multichannel CT scanners, however, allow high-resolution reformatted images of the larynx to be created directly from the initial neck acquisition data. The purpose of this study was to determine whether reformatted laryngeal images derived from a standard neck CT acquisition provide information comparable with that of separate dedicated high-resolution laryngeal images. MATERIALS AND METHODS: The CT protocol for suspected laryngeal masses at our institution consists of a standard neck acquisition followed by a second acquisition focused on the larynx. We enrolled 200 patients who had undergone this protocol for a suspected laryngeal mass. Two head and neck radiologists independently reviewed each of the 200 scans twice. In one session, the entire scan was available, while in the other session, only images derived from the standard neck acquisition were available. The main outcome variable was the frequency of discrepant tumor staging between the interpretation sessions. No pathologic reference standard was used. RESULTS: Radiologist A had discrepant staging in 45 of the 200 scans (23%; 95% CI, 17%-29%). Radiologist B had discrepant staging in 42 of the 200 scans (21%; 95% CI, 16%-27%). Fifty-three of the 87 discrepancies (61%) reflected improper downstaging of the laryngeal tumor on standard images alone, while the other 34 (39%) had improper upstaging on standard images alone. CONCLUSIONS: Reformatted images from our institution's standard neck CT acquisition were less accurate than dedicated images of the larynx for analysis of laryngeal tumor extension. Focused images of the larynx were needed to optimize interpretation.


Asunto(s)
Neoplasias Laríngeas , Laringe , Humanos , Neoplasias Laríngeas/diagnóstico por imagen , Neoplasias Laríngeas/patología , Laringe/diagnóstico por imagen , Tomografía Computarizada por Rayos X/métodos , Cuello , Estadificación de Neoplasias
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