AI Medical Compendium Journal:
Oral surgery, oral medicine, oral pathology and oral radiology

Showing 1 to 10 of 58 articles

A radiomics model combining machine learning and neural networks for high-accuracy prediction of cervical lymph node metastasis on ultrasound of head and neck squamous cell carcinoma.

Oral surgery, oral medicine, oral pathology and oral radiology Jan 24, 2025
OBJECTIVE: This study aimed to develop an ultrasound image-based radiomics model for diagnosing cervical lymph node (LN) metastasis in patients with head and neck squamous cell carcinoma (HNSCC) that shows higher accuracy than previous models.
Machine Learning Female Radiomics Male Humans Neural Networks, Computer Lymphatic Metastasis Squamous Cell Carcinoma of Head and Neck Head and Neck Neoplasms Neck Middle Aged Ultrasonography Lymph Nodes
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Efficacy and empathy of AI chatbots in answering frequently asked questions on oral oncology.

Oral surgery, oral medicine, oral pathology and oral radiology Jan 11, 2025
OBJECTIVES: Artificial intelligence chatbots have demonstrated feasibility and efficacy in improving health outcomes. In this study, responses from 5 different publicly available AI chatbots-Bing, GPT-3.5, GPT-4, Google Bard, and Claude-to frequently...
Humans Social Media Mouth Neoplasms Comprehension Empathy Artificial Intelligence Surveys and Questionnaires Generative Artificial Intelligence
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Efficacy of a deep learning system for automatic analysis of the comprehensive spatial relationship between the mandibular third molar and inferior alveolar canal on panoramic radiographs.

Oral surgery, oral medicine, oral pathology and oral radiology Jan 2, 2025
OBJECTIVE: To develop and evaluate a deep learning (DL) system for predicting the contact and relative position relationships between the mandibular third molar (M3) and inferior alveolar canal (IAC) using panoramic radiographs (PRs) for preoperative...
Mandible Radiography, Panoramic Mandibular Nerve Humans Adolescent Female Molar, Third Male Cone-Beam Computed Tomography Deep Learning Young Adult Adult
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Deep learning and radiomics-based vascular calcification characterization in dental cone beam computed tomography as a predictive tool for cardiovascular disease: a proof-of-concept study.

Oral surgery, oral medicine, oral pathology and oral radiology Dec 18, 2024
OBJECTIVES: This study evaluated an automated deep learning method for detecting calcifications in the extracranial and intracranial carotid arteries and vertebral arteries in cone beam computed tomography (CBCT) scans. Additionally, a model utilizin...
Cone-Beam Computed Tomography Predictive Value of Tests Proof of Concept Study Cardiovascular Diseases Middle Aged Deep Learning Vascular Calcification Humans Radiomics Male Female Aged
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Predicting craniofacial fibrous dysplasia growth status: an exploratory study of a hybrid radiomics and deep learning model based on computed tomography images.

Oral surgery, oral medicine, oral pathology and oral radiology Nov 12, 2024
OBJECTIVE: This study aimed to develop 3 models based on computed tomography (CT) images of patients with craniofacial fibrous dysplasia (CFD): a radiomics model (Model Rad), a deep learning (DL) model (Model DL), and a hybrid radiomics and DL model ...
Facial Bones Fibrous Dysplasia of Bone Adolescent Child Imaging, Three-Dimensional Middle Aged Disease Progression Deep Learning Humans Retrospective Studies Tomography, X-Ray Computed Radiomics Male Female Adult
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Harnessing machine learning technique to authenticate differentially expressed genes in oral squamous cell carcinoma.

Oral surgery, oral medicine, oral pathology and oral radiology Oct 17, 2024
OBJECTIVE: Advancements in early detection of the disease, prognosis and the development of therapeutic strategies necessitate tumor-specific biomarkers. Despite continuous efforts, no molecular marker has been proven to be an effective therapeutic t...
Machine Learning Prognosis Female Biomarkers, Tumor Male Carcinoma, Squamous Cell Aged Humans Gene Expression Regulation, Neoplastic Middle Aged Predictive Value of Tests Gene Expression Profiling Mouth Neoplasms Real-Time Polymerase Chain Reaction
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Role of artificial intelligence in treatment planning and outcome prediction of jaw corrective surgeries by using 3-D imaging: a systematic review.

Oral surgery, oral medicine, oral pathology and oral radiology Oct 1, 2024
OBJECTIVE: Artificial intelligence (AI) has been increasingly utilized in diagnosis of skeletal deformities, while its role in treatment planning and outcome prediction of jaw corrective surgeries with 3-dimensional (3D) imaging remains underexplored...
Orthognathic Surgical Procedures Patient Care Planning Tomography, X-Ray Computed Imaging, Three-Dimensional Treatment Outcome Humans Artificial Intelligence
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Automated detection and classification of mandibular fractures on multislice spiral computed tomography using modified convolutional neural networks.

Oral surgery, oral medicine, oral pathology and oral radiology Aug 5, 2024
OBJECTIVE: To evaluate the performance of convolutional neural networks (CNNs) for the automated detection and classification of mandibular fractures on multislice spiral computed tomography (MSCT).
Sensitivity and Specificity Male Middle Aged Neural Networks, Computer Female Humans Retrospective Studies Tomography, Spiral Computed Aged Mandibular Fractures Adolescent Adult Radiographic Image Interpretation, Computer-Assisted Multidetector Computed Tomography
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Evaluating AI models in head and neck cancer research: the use of NCI data by ChatGPT 3.5, ChatGPT 4.0, Google Bard, and Bing Chat.

Oral surgery, oral medicine, oral pathology and oral radiology Jun 3, 2024
Biomedical Research Humans United States Artificial Intelligence Head and Neck Neoplasms National Cancer Institute (U.S.)
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Applications of artificial intelligence for surgical extraction in stomatology: a systematic review.

Oral surgery, oral medicine, oral pathology and oral radiology May 15, 2024
OBJECTIVES: Artificial intelligence (AI) has been extensively used in the field of stomatology over the past several years. This study aimed to evaluate the effectiveness of AI-based models in the procedure, assessment, and treatment planning of surg...
Patient Care Planning Humans Artificial Intelligence Tooth Extraction
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