[HTML][HTML] Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records
L Huang, AL Shea, H Qian, A Masurkar, H Deng… - Journal of biomedical …, 2019 - Elsevier
Electronic medical records (EMRs) support the development of machine learning algorithms
for predicting disease incidence, patient response to treatment, and other healthcare events …
for predicting disease incidence, patient response to treatment, and other healthcare events …
Quality measures for dental care: a systematic review
AJ Righolt, G Sidorenkov… - … dentistry and oral …, 2019 - Wiley Online Library
Objectives This systematic review aimed to (a) provide an overview of existing quality
measures in the field of oral health care, and to (b) evaluate the scientific soundness and …
measures in the field of oral health care, and to (b) evaluate the scientific soundness and …
Current state of dental informatics in the field of health information systems: a scoping review
B Benoit, B Frédéric, D Jean-Charles - BMC oral health, 2022 - Springer
Background Over the past 50 years, dental informatics has developed significantly in the
field of health information systems. Accordingly, several studies have been conducted on …
field of health information systems. Accordingly, several studies have been conducted on …
BigMouth: development and maintenance of a successful dental data repository
Few clinical datasets exist in dentistry to conduct secondary research. Hence, a novel dental
data repository called BigMouth was developed, which has grown to include 11 academic …
data repository called BigMouth was developed, which has grown to include 11 academic …
Assessing the completeness of periodontal disease documentation in the EHR: a first step in measuring the quality of care
Background Our objective was to measure the proportion of patients for which
comprehensive periodontal charting, periodontal disease risk factors (diabetes status …
comprehensive periodontal charting, periodontal disease risk factors (diabetes status …
Unintended consequences and challenges of quality measurements in dentistry
Background In recent years, several state dental programs, researchers and the Dental
Quality Alliance (DQA) have sought to develop baseline quality measures for dentistry as a …
Quality Alliance (DQA) have sought to develop baseline quality measures for dentistry as a …
Assessing the validity of existing dental sealant quality measures
Background Although sealants are highly effective in preventing caries in children,
placement rates continue to be low. The authors' goals were to implement and assess the …
placement rates continue to be low. The authors' goals were to implement and assess the …
Establishing a quality improvement culture within a large integrated medical-dental health system with a population based focus
Objectives Quality improvement strategies have been an integral part of healthcare to attain
improved care delivery and effective health outcomes. The dental quality initiative …
improved care delivery and effective health outcomes. The dental quality initiative …
[HTML][HTML] Measuring sealant placement in children at the dental practice level
Background Although sealants are an established and recommended caries-preventive
treatment, many children still fail to receive them. In addition, research has shown that …
treatment, many children still fail to receive them. In addition, research has shown that …
Caries risk documentation and prevention: eMeasures for dental electronic health records
Background Longitudinal patient level data available in the electronic health record (EHR)
allows for the development, implementation, and validations of dental quality measures …
allows for the development, implementation, and validations of dental quality measures …