AIMC Topic: Dental Records

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A personalized periodontitis risk based on nonimage electronic dental records by machine learning.

Journal of dentistry Nov 19, 2024
OBJECTIVE: This study aimed to develop a machine-learning (ML) model to predict the risk for Periodontal Disease (PD) based on nonimage electronic dental records (EDRs).
Male Middle Aged Sensitivity and Specificity Periodontitis Dental Records Risk Factors Case-Control Studies Female Risk Assessment Adult Aged Machine Learning Electronic Health Records Humans
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Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 11, 2024
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 t...
Dental Records Natural Language Processing Humans
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Predicting sequenced dental treatment plans from electronic dental records using deep learning.

Artificial intelligence in medicine Nov 29, 2023
BACKGROUND: Designing appropriate clinical dental treatment plans is an urgent need because a growing number of dental patients are suffering from partial edentulism with the population getting older.
Humans Neural Networks, Computer Electronics Dental Records Dental Care Deep Learning
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Assessing Information Congruence of Documented Cardiovascular Disease between Electronic Dental and Medical Records.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Dentists are more often treating patients with Cardiovascular Diseases (CVD) in their clinics; therefore, dentists may need to alter treatment plans in the presence of CVD. However, it's unclear to what extent patient-reported CVD information is accu...
Electronic Health Records Dental Records Natural Language Processing Humans Information Storage and Retrieval Self Report Aged Cardiovascular Diseases Pilot Projects
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Structuring electronic dental records through deep learning for a clinical decision support system.

Health informatics journal Jan 1, 2021
Extracting information from unstructured clinical text is a fundamental and challenging task in medical informatics. Our study aims to construct a natural language processing (NLP) workflow to extract information from Chinese electronic dental record...
Dental Records Electronics Decision Support Systems, Clinical Natural Language Processing Deep Learning Electronic Health Records Humans
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Identifying Patients' Smoking Status from Electronic Dental Records Data.

Studies in health technology and informatics Jan 1, 2017
Smoking is a significant risk factor for initiation and progression of oral diseases. A patient's current smoking status and tobacco dependency can aid clinical decision making and treatment planning. The free-text nature of this data limits accessib...
Tobacco Use Disorder Dental Records Humans Smoking Natural Language Processing Data Mining Electronic Health Records Risk Factors
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Incorrect identification of a military pilot with international implications.

International journal of legal medicine Jan 1, 1997
The case is reported of a military pilot shot down in 1986 during a mission whose body was recovered in an advanced state of decomposition and delivered to Italian police in 1989. The first autopsy led to an incorrect identification of the corpse. Be...
Dental Records Forensic Dentistry Accidents, Aviation Military Personnel Male Postmortem Changes Humans Adult
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