AIMC Topic: Tongue Neoplasms
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Tongue Tumor Detection in Hyperspectral Images Using Deep Learning Semantic Segmentation.
IEEE transactions on bio-medical engineering
Mar 18, 2021
OBJECTIVE: The utilization of hyperspectral imaging (HSI) in real-time tumor segmentation during a surgery have recently received much attention, but it remains a very challenging task.
Survival prediction for oral tongue cancer patients via probabilistic genetic algorithm optimized neural network models.
The British journal of radiology
Jun 19, 2020
OBJECTIVES: High throughput pre-treatment imaging features may predict radiation treatment outcome and guide individualized treatment in radiotherapy (RT). Given relatively small patient sample (as compared with high dimensional imaging features), id...
Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer.
International journal of medical informatics
Dec 28, 2019
BACKGROUND: The proper estimate of the risk of recurrences in early-stage oral tongue squamous cell carcinoma (OTSCC) is mandatory for individual treatment-decision making. However, this remains a challenge even for experienced multidisciplinary cent...
Humans
Algorithms
Prognosis
Aged, 80 and over
Young Adult
Decision Trees
Adult
Bayes Theorem
Female
Mouth Neoplasms
Aged
Male
Incidence
Neoplasm Recurrence, Local
Combined Modality Therapy
Tongue Neoplasms
Middle Aged
Chemoradiotherapy
Cohort Studies
Brazil
Supervised Machine Learning
Finland
Child
Adolescent
Support Vector Machine
Machine learning application for prediction of locoregional recurrences in early oral tongue cancer: a Web-based prognostic tool.
Virchows Archiv : an international journal of pathology
Aug 17, 2019
Estimation of risk of recurrence in early-stage oral tongue squamous cell carcinoma (OTSCC) remains a challenge in the field of head and neck oncology. We examined the use of artificial neural networks (ANNs) to predict recurrences in early-stage OTS...
Deep convolutional neural networks for tongue squamous cell carcinoma classification using Raman spectroscopy.
Photodiagnosis and photodynamic therapy
May 10, 2019
With deep convolutional neural networks and fiber optic Raman spectroscopy, this study presents a novel classification method that discriminates tongue squamous cell carcinoma (TSCC) from non-tumorous tissue. To achieve this purpose, 24 tissues spect...
Postoperative photodynamic therapy as a new adjuvant treatment after robot-assisted salvage surgery of recurrent squamous cell carcinoma of the base of tongue.
World journal of surgical oncology
Jul 16, 2015
BACKGROUND: For patients who remain with involved resection margins after transoral robot-assisted salvage surgery (TORS) for recurrent squamous cell carcinoma (SCC) at the base of tongue (BOT) following primary (chemo)radiotherapy, further adjuvant ...
Radiomics analysis of intraoral ultrasonographic images for prediction of late cervical lymph node metastasis in patients with tongue cancer: influence of marginal region.
Dento maxillo facial radiology
Jul 1, 2025
OBJECTIVES: To investigate the predictability of late cervical lymph node metastasis using radiomics analysis of ultrasonographic images of tongue cancer.
[Clinical study of cervical lymph node metastasis in oral tongue squamous carcinoma by a machine learning model based on contrast-enhanced CT radiomics].
Shanghai kou qiang yi xue = Shanghai journal of stomatology
Dec 1, 2024
PURPOSE: To investigate the value of machine learning model based on enhanced CT imaging features and clinical parameters in predicting cervical lymph node metastasis in patients with tongue squamous cell carcinoma (TSCC).
Predicting lymph node recurrence in cT1-2N0 tongue squamous cell carcinoma: collaboration between artificial intelligence and pathologists.
The journal of pathology. Clinical research
Sep 1, 2024
Researchers have attempted to identify the factors involved in lymph node recurrence in cT1-2N0 tongue squamous cell carcinoma (SCC). However, studies combining histopathological and clinicopathological information in prediction models are limited. W...
Transoral robotic surgery for base of tongue neoplasms.
B-ENT
Jan 1, 2015
Surgery to the base of tongue (BOT) in the presence of neoplasm is a challenging topic for head and neck surgeons. This area is difficult to access and includes important neurovascular structures such as the hypoglossal nerve and lingual artery. The ...
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