AIMC Topic: Lichen Planus, Oral

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Image-Based Diagnostic Performance of LLMs vs CNNs for Oral Lichen Planus: Example-Guided and Differential Diagnosis.

International dental journal Jun 6, 2025
INTRODUCTION AND AIMS: The overlapping characteristics of oral lichen planus (OLP), a chronic oral mucosal inflammatory condition, with those of other oral lesions, present diagnostic challenges. Large language models (LLMs) with integrated computer-...
Humans Neural Networks, Computer Diagnosis, Differential Lichen Planus, Oral Diagnosis, Computer-Assisted Language
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Sub-diffuse Reflectance Spectroscopy Combined With Machine Learning Method for Oral Mucosal Disease Identification.

Lasers in surgery and medicine Apr 8, 2025
OBJECTIVES: Oral squamous cell carcinoma (OSCC) is the sixth-highest incidence of malignant tumors worldwide. However, early diagnosis is complex owing to the impracticality of biopsying every potentially premalignant intraoral lesion. Here, we prese...
Neural Networks, Computer Machine Learning Humans Adult Male Carcinoma, Squamous Cell Female Spectrum Analysis Leukoplakia, Oral Support Vector Machine Mouth Mucosa Middle Aged Lichen Planus, Oral Mouth Neoplasms
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A deep learning algorithm for classification of oral lichen planus lesions from photographic images: A retrospective study.

Journal of stomatology, oral and maxillofacial surgery Aug 11, 2022
INTRODUCTION: Deep learning methods have recently been applied for the processing of medical images, and they have shown promise in a variety of applications. This study aimed to develop a deep learning approach for identifying oral lichen planus les...
Retrospective Studies Lichen Planus, Oral Deep Learning Artificial Intelligence Algorithms Humans
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Evaluation of serum and salivary interferon-γ levels in patients with oral lichen planus: a systematic review and meta-analysis of case-control studies.

Oral surgery, oral medicine, oral pathology and oral radiology Nov 24, 2018
OBJECTIVE: Cytokines have regulatory and leading roles in the immunopathogenesis of oral lichen planus (OLP). Here, we present the findings of a meta-analysis that evaluated serum and salivary interferon-γ (IFN-γ) levels in patients with OLP compared...
Lichen Planus, Oral Case-Control Studies Cytokines Interferon-gamma Humans Disease Progression Saliva
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Application of machine learning for the analysis of peripheral blood biomarkers in oral mucosal diseases: a cross-sectional study.

BMC oral health May 10, 2025
BACKGROUND: Oral mucosal lesions are widespread globally, have a high prevalence in clinical practice, and significantly impact patients' quality of life. However, their pathogenesis remains unclear. Recent evidences suggested that hematological para...
Case-Control Studies Iron Humans Stomatitis, Aphthous Zinc Machine Learning Aged Mouth Diseases Micronutrients Male Lichen Planus, Oral Immunoglobulins Glossitis Adult Female Middle Aged Biomarkers Burning Mouth Syndrome Cross-Sectional Studies
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