Results 71 to 80 of about 179,362 (317)
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression [PDF]
arXiv, 2023 This study aimed to utilize text processing and natural language processing (NLP) models to mine clinical notes for the diagnosis of periodontitis and to evaluate the performance of a named entity recognition (NER) model on different regular expression (RE) methods. Two complexity levels of RE methods were used to extract and generate the training data.
arxiv
Peri-implant diseases and metabolic syndrome components: a systematic review [PDF]
, 2018 OBJECTIVE: Metabolic syndrome (MetS) is defined as a spectrum of conditions associated with an increased risk of developing CVD and type 2 diabetes.
Letizia, C +6 more
core +1 more source
Advanced Science, EarlyView.A therapeutic strategy is proposed for periodontitis using extracellular vesicles derived from EPO‐stimulated macrophages (EPO‐EVs). This schema demonstrates how EPO‐EVs enhance the osteogenic activity of mBMSCs in an inflammatory environment by inhibiting EGFR.
Shuchen Liu +10 more
wiley +1 more source
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records [PDF]
arXiv, 2023 This study explored the usability of prompt generation on named entity recognition (NER) tasks and the performance in different settings of the prompt. The prompt generation by GPT-J models was utilized to directly test the gold standard as well as to generate the seed and further fed to the RoBERTa model with the spaCy package.
arxiv
Probiotic Biotherapy: Discussing its Influential Role in Oral Health [PDF]
, 2020 Introduction: Probiotics are widely known for their health promoting benefits, especially with its association to gastrointestinal health. For many years, most research has been focused on the prevention or treatment of gastrointestinal infections or ...
Florez, Karla, Sullano, Claudette
core +1 more source
Advanced Science, EarlyView.Through elaborate design, a biodegradable scaffold with excellent mechanical properties and suitability is fabricated, providing spatial support for subsequent physiological activities. The prepared GA‐HBC‐LIC hydrogel possesses sequential antibacterial, antioxidant, anti‐inflammatory and immunomodulatory functions, offering a suitable chemical and ...
Jiafei Chen +9 more
wiley +1 more source
PLoS ONE, 2019 BackgroundPeriodontitis and cardiovascular disease (CVD) share inflammation as common pathogenesis. Evaluating the association between periodontitis and CVD would be helpful to better understand the pathophysiology and various complications of ...
Seok Hui Kang +2 more
doaj +1 more source
Journal of Translational Medicine, 2020 Background Immunity reaction plays an essential role in periodontitis progress and we aim to investigate the underlying regulatory network of immune reactions in periodontitis.
Xiaoqi Zhang +7 more
doaj +1 more source
Zero-inflated Poisson Factor Model with Application to Microbiome Absolute Abundance Data [PDF]
Biometrics. 2021 Mar;77(1):91-101, 2019 Dimension reduction of high-dimensional microbiome data facilitates subsequent analysis such as regression and clustering. Most existing reduction methods cannot fully accommodate the special features of the data such as count-valued and excessive zero reads. We propose a zero-inflated Poisson factor analysis (ZIPFA) model in this article.
arxiv +1 more source
Assessment of the Calibration of Periodontal Diagnosis and Treatment Planning Among Dental Students at Three Dental Schools [PDF]
, 2015 Calibration in diagnosis and treatment planning is difficult to achieve due to variations that exist in clinical interpretation. To determine if dental faculty members are consistent in teaching how to diagnose and treat periodontal disease, variations ...
Blanchard, Steven +6 more
core +2 more sources