AIMC Topic: Carcinoma, Mucoepidermoid

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Mucoepidermoid carcinoma: Enhancing diagnostic accuracy and treatment strategy through machine learning models and web-based prognostic tool.

Journal of stomatology, oral and maxillofacial surgery Dec 25, 2024
BACKGROUND: Oral cancer, particularly mucoepidermoid carcinoma (MEC), presents diagnostic challenges due to its histological diversity and rarity. This study aimed to develop machine learning (ML) models to predict survival outcomes for MEC patients ...
Humans Machine Learning Prognosis Female Aged Adult Survival Rate Male Middle Aged Internet Mouth Neoplasms SEER Program Carcinoma, Mucoepidermoid
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A tree-based machine learning model to approach morphologic assessment of malignant salivary gland tumors.

Annals of diagnostic pathology Nov 18, 2021
Malignant salivary gland tumors represent a challenge for pathologists due to their low frequency and morphologic overlap. In recent years machine learning techniques have been applied to the field of pathology to improve diagnostic performance. In t...
Humans Machine Learning Female Aged Adult Biomarkers, Tumor Male Middle Aged Adenocarcinoma Diagnosis, Differential Salivary Gland Neoplasms Carcinoma, Mucoepidermoid
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