Head and Neck-Journal for the Sciences and Specialties of the Head and Neck最新文献

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Characterizing and Targeting of BCL-2 Family Members in Nasopharyngeal Carcinoma. 鼻咽癌中 BCL-2 家族成员的特征和靶向研究
IF 2.3 3区 医学
A A Thai, R J Young, M Bressel, G L Kelly, N Sejic, S W Tsao, A Trigos, D Rischin, B J Solomon
{"title":"Characterizing and Targeting of BCL-2 Family Members in Nasopharyngeal Carcinoma.","authors":"A A Thai, R J Young, M Bressel, G L Kelly, N Sejic, S W Tsao, A Trigos, D Rischin, B J Solomon","doi":"10.1002/hed.27973","DOIUrl":"https://doi.org/10.1002/hed.27973","url":null,"abstract":"<p><strong>Background: </strong>The success of BH3 mimetics in hematological malignancies has spurred interest in their application in solid tumors. We examined the expression of the BCL-2 family of molecules in NPC tumors and cell lines and explored the anticancer efficacy of BH3 mimetics in vitro.</p><p><strong>Methods: </strong>Immunohistochemistry for BCL-2, MCL-1, BCL-xL, and transcriptomic analyses was conducted on NPC tumors. The efficacy of ABT-199, S63845, and ABT-737 were examined as monotherapy and in combination with cisplatin in NPC cell lines. RNA sequencing was performed to identify up and downregulated pathways in sensitive cell lines.</p><p><strong>Results: </strong>One hundred and forty-nine EBV-positive NPC and 15 EBV-negative NPC were identified. Expression of BCL-2 was more frequent in EBV-positive NPC. BCL-2, MCL-1, and BCL-xL expression was not prognostic for overall survival. Marked sensitivity was seen with the combination of S63845 and cisplatin in NPC43.</p><p><strong>Conclusion: </strong>Our study demonstrates the therapeutic potential of combining cisplatin and S63845, which warrants further investigation.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aspirin Use and Head and Neck Cancer. 阿司匹林的使用与头颈癌
IF 2.3 3区 医学
Shih-Wei Lai
{"title":"Aspirin Use and Head and Neck Cancer.","authors":"Shih-Wei Lai","doi":"10.1002/hed.27984","DOIUrl":"https://doi.org/10.1002/hed.27984","url":null,"abstract":"","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating Depth of Invasion as a Continuous Prognostic Factor in Oral Squamous Cell Carcinoma. 评估作为口腔鳞状细胞癌持续预后因素的侵袭深度
IF 2.3 3区 医学
Nofar Edri, Dean Dudkiewicz, Dan Yaniv, Amit Ritter, Yulia Strenov, Aviram Mizrachi, Gideon Bachar, Thomas Shpitzer, Eyal Yosefof
{"title":"Evaluating Depth of Invasion as a Continuous Prognostic Factor in Oral Squamous Cell Carcinoma.","authors":"Nofar Edri, Dean Dudkiewicz, Dan Yaniv, Amit Ritter, Yulia Strenov, Aviram Mizrachi, Gideon Bachar, Thomas Shpitzer, Eyal Yosefof","doi":"10.1002/hed.27979","DOIUrl":"https://doi.org/10.1002/hed.27979","url":null,"abstract":"<p><strong>Background: </strong>Depth of invasion (DOI) has a significant clinical impact on the staging system of oral squamous cell carcinoma (OSCC). We aimed to compare the prognostic impact of treating DOI as a continuous variable rather than a categorical one.</p><p><strong>Methods: </strong>A retrospective review of 277 OSCC patients surgically treated in a tertiary care center from 2000 to 2020, with a minimum 2-year follow-up. The analyses were performed using Cox and logistic regression.</p><p><strong>Results: </strong>DOI as a continuous variable significantly predicted mortality in both univariate (p < 0.001) and multivariate (p < 0.001) analyses. It was also a significant predictor of locoregional recurrence (multivariate p = 0.039) and occult lymph node metastasis (univariate p = 0.005, multivariate p = 0.04). Categorical analysis failed to demonstrate the same significance.</p><p><strong>Conclusions: </strong>DOI as a continuous factor rather than a categorical one is significantly associated with mortality, locoregional recurrence, and occult lymph node metastasis. This innovative approach promotes personalized risk stratification and better decision-making.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aspirin Use and Head and Neck Cancer-Authors' Reply. 阿司匹林的使用与头颈癌--作者的回复。
IF 2.3 3区 医学
Michele Sassano, Stefania Boccia, Yuan-Chin Amy Lee, Mia Hashibe, Paolo Boffetta
{"title":"Aspirin Use and Head and Neck Cancer-Authors' Reply.","authors":"Michele Sassano, Stefania Boccia, Yuan-Chin Amy Lee, Mia Hashibe, Paolo Boffetta","doi":"10.1002/hed.27985","DOIUrl":"https://doi.org/10.1002/hed.27985","url":null,"abstract":"","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction to "Telemedicine-Enabled Biofeedback Electropalatography Rehabilitation (TEBER): A Pilot Study for Patients Treated With Surgery for Oral Cavity Carcinoma". 更正 "远程医疗生物反馈腭电图康复(TEBER):口腔癌手术治疗患者的试点研究"。
IF 2.3 3区 医学
{"title":"Correction to \"Telemedicine-Enabled Biofeedback Electropalatography Rehabilitation (TEBER): A Pilot Study for Patients Treated With Surgery for Oral Cavity Carcinoma\".","authors":"","doi":"10.1002/hed.27965","DOIUrl":"https://doi.org/10.1002/hed.27965","url":null,"abstract":"","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142523738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Concurrent Oral Squamous Cell Carcinoma and Bisphosphonate-Related Osteonecrosis of the Maxilla: A Case Report and Literature Review. 并发口腔鳞状细胞癌和与双膦酸盐相关的上颌骨骨坏死:病例报告和文献综述》(Concurrent Oral Squamous Cell Carcinoma and Bisphosphonate-Related Osteonecrosis of the Maxilla: A Case Report and Literature Review.
IF 2.3 3区 医学
Michelle Yoon, Ricardo Ramirez, Jun Yun, Christina Wiedmer, Margaret Brandwein-Weber, Azita S Khorsandi, Daniel Buchbinder, Mohemmed N Khan
{"title":"Concurrent Oral Squamous Cell Carcinoma and Bisphosphonate-Related Osteonecrosis of the Maxilla: A Case Report and Literature Review.","authors":"Michelle Yoon, Ricardo Ramirez, Jun Yun, Christina Wiedmer, Margaret Brandwein-Weber, Azita S Khorsandi, Daniel Buchbinder, Mohemmed N Khan","doi":"10.1002/hed.27974","DOIUrl":"https://doi.org/10.1002/hed.27974","url":null,"abstract":"<p><strong>Introduction: </strong>Bisphosphonates (BPs) are widely used for osteoporosis and cancer-induced bone diseases due to their antiresorptive properties, yet they pose risks such as medication-related osteonecrosis of the jaw (MRONJ).</p><p><strong>Methods: </strong>We present a unique case of concurrent oral squamous cell carcinoma (SCC) and MRONJ in a 72-year-old female chronically treated with oral ibandronate for osteoporosis. Following a dental extraction, she developed a nonhealing wound in the maxilla. Following conservative treatment, the patient underwent a maxillectomy and extensive tissue reconstructions to control her infection and address suspicions of an underlying malignancy.</p><p><strong>Results: </strong>Histopathological examinations confirmed simultaneous osteonecrosis and well-differentiated SCC in the maxillary sinus and surrounding tissues. Despite multiple surgeries, the patient's disease progressed rapidly. Upon examining the literature for patients with a history of BP use diagnosed with MRONJ and/or SCC, a total of 16 cases report a diagnostic dilemma between MRONJ and locoregional SCC. Three of the 16 cases report a final diagnosis of concurrent MRONJ and SCC. This report is the fourth reported case of concurrency to date.</p><p><strong>Conclusions: </strong>The patient's complex clinical course underscores the diagnostic challenges and therapeutic dilemmas in managing concurrent MRONJ and SCC, highlighting the need for vigilant monitoring and interdisciplinary collaboration in similar cases.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Surgeon Review of 4D CT for Identification of Parathyroid Adenomas. 外科医生对 4D CT 鉴定甲状旁腺腺瘤的评论。
IF 2.3 3区 医学
Keerthi E Kurian, Osama Hamdi, Zoe A Roecker, Simone A Barker, Andrew Strumpf, Jonathan C Garneau, David C Shonka
{"title":"Surgeon Review of 4D CT for Identification of Parathyroid Adenomas.","authors":"Keerthi E Kurian, Osama Hamdi, Zoe A Roecker, Simone A Barker, Andrew Strumpf, Jonathan C Garneau, David C Shonka","doi":"10.1002/hed.27970","DOIUrl":"https://doi.org/10.1002/hed.27970","url":null,"abstract":"<p><strong>Background: </strong>Preoperative localization of parathyroid adenomas aids surgical planning for patients with hyperparathyroidism. This study explores the diagnostic accuracy of surgeon-reviewed 4D computed tomography (4D CT) scans for localization of parathyroid adenomas.</p><p><strong>Methods: </strong>A retrospective review of 95 patients with hyperparathyroidism who underwent parathyroidectomy at a tertiary care center was performed. The sensitivity, specificity, positive and negative predictive values, accuracy of identifying abnormal glands by surgeon, and interrater reliability between two head and neck surgeons was assessed.</p><p><strong>Results: </strong>The sensitivity of surgeon localization of all glands was 71% (95% CI, 63%-78%), improving to 76% when combined with radiology reads. The specificity was 98% (95% CI, 95%-99%), the positive predictive value was 95% (95% CI, 90%-99%), and the negative predictive value was 84% (95% CI, 79%-88%) for all abnormal glands. Interrater reliability between surgeons was κ = 0.771.</p><p><strong>Conclusions: </strong>The diagnostic accuracy of surgeon localization of abnormal glands on the 4D CT scan was substantial. Improvement with radiology report integration highlights the benefits of multidisciplinary collaboration. Interrater reliability between two fellowship-trained surgeons was moderate. These findings support the importance of surgeons developing proficiency in reading 4D CT scans to engage in interdisciplinary communication and improve patient outcomes.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Increased PD-1/PD-L1 Immune Checkpoint Expression Is Associated With Oral Squamous Cell Carcinoma in Never-Smokers and Never-Drinkers. PD-1/PD-L1免疫检查点表达的增加与从不吸烟者和从不饮酒者的口腔鳞状细胞癌有关。
IF 2.3 3区 医学
Mathias Fiedler, Alisa Off, Andreas Gärtner, Gero Brockhoff, Jonas Eichberger, Maximilian Gottsauner, Johannes G Schuderer, Michael Maurer, Richard J Bauer, Michael Gerken, Torsten E Reichert, Tobias Ettl, Florian Weber
{"title":"Increased PD-1/PD-L1 Immune Checkpoint Expression Is Associated With Oral Squamous Cell Carcinoma in Never-Smokers and Never-Drinkers.","authors":"Mathias Fiedler, Alisa Off, Andreas Gärtner, Gero Brockhoff, Jonas Eichberger, Maximilian Gottsauner, Johannes G Schuderer, Michael Maurer, Richard J Bauer, Michael Gerken, Torsten E Reichert, Tobias Ettl, Florian Weber","doi":"10.1002/hed.27981","DOIUrl":"https://doi.org/10.1002/hed.27981","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to explore the disparities in PD-1 and PD-L1 expression among oral squamous cell carcinomas (OSCCs) in individuals categorized as never-smokers/never-drinkers versus smokers/drinkers.</p><p><strong>Methods: </strong>Immunohistochemical staining for PD-1 and PD-L1, along with PDCD1LG2/cen9 dual color probe analysis, was conducted on 130 OSCC specimens from both smoker/drinker and never-smoker/never-drinker cohorts. Associations between smoking/drinking status, clinicopathologic data, immunohistochemical antibody expression, fluorescence in situ hybridization, and survival outcomes were assessed.</p><p><strong>Results: </strong>OSCC in never-smokers/never-drinkers exhibited significantly elevated PD-1 expression (p = 0.003), increased PD-L1-TPS expression (p = 0.044), and elevated PD-L1-CPS expression (p < 0.001). High PD-L1-ICS expression was more prevalent in never-smokers (p = 0.042). Moreover, never-smokers and never-drinkers demonstrated augmented PD-L1 gene copy numbers (p = 0.081 and p = 0.054, respectively). Increased PD-L1 gene copy number, particularly amplification, correlated with PD-L1-TPS (p = 0.039 and p < 0.001). Conversely, PD-L1 gene copy loss was associated with negative PD-L1-CPS (p = 0.023). Notably, positive PD-L1-CPS was significantly linked with improved overall survival (p = 0.023).</p><p><strong>Conclusions: </strong>OSCC arising in never-smokers/never-drinkers exhibit heightened PD-1/PD-L1 signaling, suggesting potential efficacy of immune checkpoint therapy in this subgroup of tumors.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pemetrexed-carboplatin salvage therapy in advanced thyroid cancers. 晚期甲状腺癌的培美曲塞-卡铂挽救疗法
IF 2.3 3区 医学
Kenzie K Lee, John C Morris, Aditi Kumar, Ashish V Chintakuntlawar, Candy Peskey, Crystal R Hilger, Keith C Bible, Mabel Ryder
{"title":"Pemetrexed-carboplatin salvage therapy in advanced thyroid cancers.","authors":"Kenzie K Lee, John C Morris, Aditi Kumar, Ashish V Chintakuntlawar, Candy Peskey, Crystal R Hilger, Keith C Bible, Mabel Ryder","doi":"10.1002/hed.27940","DOIUrl":"https://doi.org/10.1002/hed.27940","url":null,"abstract":"<p><strong>Background: </strong>The overall survival of patients with advanced thyroid cancers that have progressed following targeted therapies is limited, indicating a strong need for salvage treatments.</p><p><strong>Methods: </strong>We retrospectively analyzed patients with refractory advanced thyroid cancer treated with pemetrexed-carboplatin (PC) at Mayo Clinic since 2019.</p><p><strong>Results: </strong>Eleven patients, three with anaplastic thyroid cancer (ATC), seven with differentiated or poorly differentiated thyroid cancer (DTC), and one with oncocytic carcinoma of the thyroid, were treated with novel salvage PC. Patients with DTC (n = 7) had durable responses with a median progression-free survival of 29 months. One responder included a patient with ATC whose disease progressed following pembrolizumab/axitinib, lenvatinib, and dabrafenib/trametinib. On this fourth line treatment, the patient remains on therapy to date, over 12 months after initial response.</p><p><strong>Conclusions: </strong>This case series reinforces prior published phase I clinical trial data and shows that pemetrexed can have potent efficacy in the treatment of the most advanced thyroid cancers.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma. 开发和评估卷积神经网络,用于对多形性腺瘤和癌前多形性腺瘤进行显微诊断
IF 2.3 3区 医学
Sebastião Silvério Sousa-Neto, Thaís Cerqueira Reis Nakamura, Daniela Giraldo-Roldan, Giovanna Calabrese Dos Santos, Felipe Paiva Fonseca, Cinthia Verónica Bardález López de Cáceres, Ana Lúcia Carrinho Ayroza Rangel, Manoela Domingues Martins, Marco Antonio Trevizani Martins, Amanda De Farias Gabriel, Virgilio Gonzales Zanella, Alan Roger Santos-Silva, Marcio Ajudarte Lopes, Luiz Paulo Kowalski, Anna Luíza Damaceno Araújo, Matheus Cardoso Moraes, Pablo Agustin Vargas
{"title":"Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma.","authors":"Sebastião Silvério Sousa-Neto, Thaís Cerqueira Reis Nakamura, Daniela Giraldo-Roldan, Giovanna Calabrese Dos Santos, Felipe Paiva Fonseca, Cinthia Verónica Bardález López de Cáceres, Ana Lúcia Carrinho Ayroza Rangel, Manoela Domingues Martins, Marco Antonio Trevizani Martins, Amanda De Farias Gabriel, Virgilio Gonzales Zanella, Alan Roger Santos-Silva, Marcio Ajudarte Lopes, Luiz Paulo Kowalski, Anna Luíza Damaceno Araújo, Matheus Cardoso Moraes, Pablo Agustin Vargas","doi":"10.1002/hed.27971","DOIUrl":"https://doi.org/10.1002/hed.27971","url":null,"abstract":"<p><strong>Aims: </strong>To develop a model capable of distinguishing carcinoma ex-pleomorphic adenoma from pleomorphic adenoma using a convolutional neural network architecture.</p><p><strong>Methods and results: </strong>A cohort of 83 Brazilian patients, divided into carcinoma ex-pleomorphic adenoma (n = 42) and pleomorphic adenoma (n = 41), was used for training a convolutional neural network. The whole-slide images were annotated and fragmented into 743 869 (carcinoma ex-pleomorphic adenomas) and 211 714 (pleomorphic adenomas) patches, measuring 224 × 224 pixels. Training (80%), validation (10%), and test (10%) subsets were established. The Residual Neural Network (ResNet)-50 was chosen for its recognition and classification capabilities. The training and validation graphs, and parameters derived from the confusion matrix, were evaluated. The loss curve recorded 0.63, and the accuracy reached 0.93. Evaluated parameters included specificity (0.88), sensitivity (0.94), precision (0.96), F1 score (0.95), and area under the curve (0.97).</p><p><strong>Conclusions: </strong>The study underscores the potential of ResNet-50 in the microscopic diagnosis of carcinoma ex-pleomorphic adenoma. The developed model demonstrated strong learning potential, but exhibited partial limitations in generalization, as indicated by the validation curve. In summary, the study established a promising baseline despite limitations in model generalization. This indicates the need to refine methodologies, investigate new models, incorporate larger datasets, and encourage inter-institutional collaboration for comprehensive studies in salivary gland tumors.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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