Practice Management

Reimbursement

Latest AI and machine learning research in reimbursement for healthcare professionals.

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Showing 169-189 of 940 articles
Interpretable deep learning to map diagnostic texts to ICD-10 codes.

BACKGROUND: Automatic extraction of morbid disease or conditions contained in Death Certificates is ...

May 2019 31445289
Neural transfer learning for assigning diagnosis codes to EMRs.

OBJECTIVE: Electronic medical records (EMRs) are manually annotated by healthcare professionals and ...

Apr 2019 31164204
Facilitating accurate health provider directories using natural language processing.

BACKGROUND: Accurate information in provider directories are vital in health care including health i...

Apr 2019 30943977
[An online dynamic knowledge base in multiple languages on general medicine and primary care].

INTRODUCTION: The International Classification of Primary Care, Second version (ICPC-2) aligned with...

Feb 2019 31223358
Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.

The Patient Health Questionnaire-9 (PHQ-9) is a validated instrument for assessing depression severi...

Dec 2018 30815052
Benchmarking deep learning models on large healthcare datasets.

Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer v...

(1)
Jun 2018 29879470
Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text.

We address the assignment of ICD-10 codes for causes of death by analyzing free-text descriptions in...

Feb 2018 29496630
How Confounder Strength Can Affect Allocation of Resources in Electronic Health Records.

When electronic health record (EHR) data are used, multiple approaches may be available for measurin...

Jan 2018 29618960
Activation of PPARα by Oral Clofibrate Increases Renal Fatty Acid Oxidation in Developing Pigs.

The objective of this study was to evaluate the effects of peroxisome proliferator-activated recepto...

(1)
Dec 2017 29292738
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation.

This work focuses on data mining applied to the clinical documentation domain. Diagnostic terms (DTs...

Aug 2017 28858819
A novel method for full locomotion compensation of an untethered walking insect.

In this study, we developed a novel unfixed-type experimental system that we call a '3-DOF servosphe...

Dec 2016 27922836
A novel algorithm for ventricular arrhythmia classification using a fuzzy logic approach.

In the present study, it has been shown that an unnecessary implantable cardioverter-defibrillator (...

Nov 2016 27815728
Dione: An OWL representation of ICD-10-CM for classifying patients' diseases.

BACKGROUND: Systematized Nomenclature of Medicine - Clinical Terms (SNOMED CT) has been designed as ...

Oct 2016 27737720
DermO; an ontology for the description of dermatologic disease.

BACKGROUND: There have been repeated initiatives to produce standard nosologies and terminologies fo...

Jun 2016 27296450
Extracting a stroke phenotype risk factor from Veteran Health Administration clinical reports: an information content analysis.

BACKGROUND: In the United States, 795,000 people suffer strokes each year; 10-15Ā % of these strokes ...

May 2016 27175226
A method for modeling co-occurrence propensity of clinical codes with application to ICD-10-PCS auto-coding.

OBJECTIVE: Natural language processing methods for medical auto-coding, or automatic generation of m...

Feb 2016 26911826
Quality of Life and Volume Reduction in Women with Secondary Lymphoedema Related to Breast Cancer.

Purpose. To assess the quality of life (QOL) as a predictor of volume reduction in women undergoing ...

Dec 2015 26843988
A study of increase in leg volume during complex physical therapy for leg lymphedema using subcutaneous tissue ultrasonography.

OBJECTIVE: The purpose of this study was to discuss the mode of increase in leg volume during comple...

Jun 2015 26992309
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