Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health [PDF]
Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automated process that combines intraoral fluorescent porphyrin biomarker imaging, clinical examinations and machine learning for correlation of systemic health conditions with periodontal disease. 1215 intraoral fluorescent
arxiv
Adjusting for informative cluster size in pseudo-value based regression approaches with clustered time to event data [PDF]
Informative cluster size (ICS) arises in situations with clustered data where a latent relationship exists between the number of participants in a cluster and the outcome measures. Although this phenomenon has been sporadically reported in statistical literature for nearly two decades now, further exploration is needed in certain statistical ...
arxiv
Pathogen‐derived extracellular vesicle detection: theoretical insights and advanced methodologies: This review explores the theoretical foundations and practical applications of pEV detection, emphasizing the challenges and innovative strategies involving novel aggregate materials and machine learning for enhanced diagnostic accuracy.
Lihan Lai+6 more
wiley +1 more source
Use of the Deep Learning Approach to Measure Alveolar Bone Level [PDF]
Abstract: Aim: The goal was to use a Deep Convolutional Neural Network to measure the radiographic alveolar bone level to aid periodontal diagnosis. Material and methods: A Deep Learning (DL) model was developed by integrating three segmentation networks (bone area, tooth, cementoenamel junction) and image analysis to measure the radiographic bone ...
arxiv
Exploring Oral Health Related Quality of Life in Rett Syndrome Using Directed Content Analysis
ABSTRACT No validated oral health‐related quality of life (OHRQOL) instrument currently exists for those with severe intellectual and developmental disabilities and who communicate non‐verbally. This qualitative study aimed to explore the domains that were important to the oral health‐related quality of life in individuals with Rett syndrome (RTT).
Yvonne Yee Lok Lai+4 more
wiley +1 more source
Risk of adverse pregnancy outcomes in women with periodontal disease and the effectiveness of interventions in decreasing this risk: Protocol for systematic overview of systematic reviews [PDF]
Background: Periodontal disease is an inflammatory disease of the tissues supporting the teeth. Women who have periodontal disease while pregnant may be at risk of adverse pregnancy outcomes.
Been, J.V. (Jasper)+5 more
core +3 more sources
Advances in understanding vitamin D deficiency as a risk factor in periodontal disease management
This study investigates the relationship between periodontal disease and vitamin D deficiency by correlating clinical periodontal parameters with serum levels of vitamin D; (2) Methods: Data from the literature and the periodontal status of two ...
Marina Cristina Giurgiu+6 more
doaj +1 more source
Abstract Plutonium was discovered and first synthesized in the early 1940's. Several isotopes of plutonium are used in nuclear technologies, 238Pu for heat generation and 239Pu for energy production and weapons. Both isotopes emit alpha particles, which pose a significant radiation hazard when incorporated into the body.
Scott C. Miller
wiley +1 more source
Periodontitis and the Elderly: An Overview of the Disease and its Impact on an Aging Population [PDF]
Periodontitis affects millions of Americans each year, and is especially prevalent among the elderly. Since periodontitis is a chronic, progressive condition, uninterrupted disease progression leads to irreversible oral damage; therefore, periodontitis ...
Weissenfluh, Nicole Grace
core +1 more source
OXIDATIVE STRESS AND PERIODONTAL DISEASE. REVIEW
ROS (reactive oxygen species) have become increasingly worthy of attention because of their central role in the progression of many inflammatory conditions.
Alexandra Martu+3 more
doaj