scholarly journals Treatment Outcomes of Venlafaxine and Duloxetine in Refractory Burning Mouth Syndrome Patients

2019 ◽  
Vol 44 (3) ◽  
pp. 83-91 ◽  
Author(s):  
Moon-Jong Kim ◽  
Hong-Seop Kho
Keyword(s):  
Treatment Outcomes ◽  
Burning Mouth Syndrome ◽  
Burning Mouth

scholarly journals Prediction of treatment outcome in burning mouth syndrome patients using machine learning based on clinical data

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Moon-Jong Kim ◽  
Pil-Jong Kim ◽  
Hong-Gee Kim ◽  
Hong-Seop Kho
Keyword(s):  
Machine Learning ◽  
Treatment Outcomes ◽  
Clinical Data ◽  
Prediction Models ◽  
Burning Mouth Syndrome ◽  
Learning Approach ◽  
Initial Approach ◽  
Machine Learning Approach ◽  
Burning Mouth ◽  
Clonazepam Therapy

AbstractThe purpose of this study is to apply a machine learning approach to predict whether patients with burning mouth syndrome (BMS) respond to the initial approach and clonazepam therapy based on clinical data. Among the patients with the primary type of BMS who visited the clinic from 2006 to 2015, those treated with the initial approach of detailed explanation regarding home care instruction and use of oral topical lubricants, or who were prescribed clonazepam for a minimum of 1 month were included in this study. The clinical data and treatment outcomes were collected from medical records. Extreme Gradient-Boosted Decision Trees was used for machine learning algorithms to construct prediction models. Accuracy of the prediction models was evaluated and feature importance calculated. The accuracy of the prediction models for the initial approach and clonazepam therapy was 67.6% and 67.4%, respectively. Aggravating factors and psychological distress were important features in the prediction model for the initial approach, and intensity of symptoms before administration was the important feature in the prediction model for clonazepam therapy. In conclusion, the analysis of treatment outcomes in patients with BMS using a machine learning approach showed meaningful results of clinical applicability.

Burning Mouth Syndrome

2013 ◽  
Vol 56 (9) ◽  
pp. 550
Author(s):  
Jae Won Chang ◽  
Chul-Ho Kim
Keyword(s):  
Burning Mouth Syndrome ◽  
Burning Mouth

scholarly journals Burning mouth syndrome - quality of life

BDJ ◽  
2021 ◽  
Vol 230 (2) ◽  
pp. 92-92
Author(s):  
Reena Wadia
Keyword(s):  
Quality Of Life ◽  
Burning Mouth Syndrome ◽  
Burning Mouth

scholarly journals Correction to: IMMPACT-recommended outcome measures and tools of assessment in burning mouth syndrome RCTs: an international Delphi survey protocol

Trials ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Barbara Carey ◽  
Arwa M. Farag ◽  
Cibele Nasri-Heir ◽  
Gary D. Klasser ◽  
Anura Ariyawardana ◽  
...  
Keyword(s):  
Outcome Measures ◽  
Burning Mouth Syndrome ◽  
Delphi Survey ◽  
Burning Mouth ◽  
Survey Protocol

An amendment to this paper has been published and can be accessed via the original article.

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