AIMC Journal:
Studies in health technology and informatics

Showing 831 to 840 of 1278 articles

Early Nephrosis Detection Based on Deep Learning with Clinical Time-Series Data.

Studies in health technology and informatics Aug 21, 2019
Nephrosis is disease characterized by abnormal protein loss from impaired kidney. We constructed early prediction model using machine learning from clinical time series data, that can predict onset of nephrosis for more than one month. Long short-ter...
Humans Machine Learning Deep Learning Early Diagnosis Nephrosis
View on PubMed DOI

An Approach of Integrating Domain Knowledge into Data-Driven Diagnostic Model.

Studies in health technology and informatics Aug 21, 2019
A diagnostic model of general diseases could help general practitioners to decrease misdiagnoses and reduce workload. In this paper, we developed a neural network model that can classify potential diagnoses among 100 selected common diseases based on...
Neural Networks, Computer Algorithms Knowledge
View on PubMed DOI

Predicting Disease-Free Lung Cancer Survival Using Patient Reported Outcome (PRO) Measurements with Comparisons of Five Machine Learning Techniques (MLT).

Studies in health technology and informatics Aug 21, 2019
The study was to develop the lung cancer patients' prediction model for predicting 5-year survival after completion of treatment by using Machine Learning Technology (MLT), adding patient reporting (PRO) measurements of lung cancer survivors to a var...
Humans Machine Learning Lung Neoplasms Patient Reported Outcome Measures Survivors
View on PubMed DOI

Prediction of Clinical Events in Hemodialysis Patients Using an Artificial Neural Network.

Studies in health technology and informatics Aug 21, 2019
Advanced chronic kidney disease (CKD) requires routine renal replacement therapy (RRT) that involves hemodialysis (HD) which may cause increased risk of muscle spasms, cardiovascular events, and death. We used Artificial Neural Network (ANN) method t...
Humans Neural Networks, Computer Software Algorithms Renal Dialysis Renal Insufficiency, Chronic
View on PubMed DOI

An Improvised Classification Model for Predicting Delirium.

Studies in health technology and informatics Aug 21, 2019
With the vast increase of digital healthcare data, there is an opportunity to mine the data for understanding inherent health patterns. Although machine-learning techniques demonstrated their applications in healthcare to answer several questions, th...
Humans Machine Learning Logistic Models Delirium
View on PubMed DOI

Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?

Studies in health technology and informatics Aug 21, 2019
We explore the impact of data source on word representations for different NLP tasks in the clinical domain in French (natural language understanding and text classification). We compared word embeddings (Fasttext) and language models (ELMo), learned...
Electronic Health Records Language Natural Language Processing Histological Techniques
View on PubMed DOI

Unsupervised Phrase-Level Query Rewriting for Assisting Search in Clinical Free Text.

Studies in health technology and informatics Aug 21, 2019
We report on the pilot evaluation of an experimental query-based search functionality that enables phrase-level query rewriting in an unsupervised way. It is intended for supporting search in clinical text. Qualitative evaluation is done by three cli...
Writing Natural Language Processing Search Engine
View on PubMed DOI

Recovery Medication from Free Text to a Structured Form.

Studies in health technology and informatics Aug 21, 2019
We studied methods to convert medical prescriptions in free text to a structured form for pharmacy insructions and planning nursing activities in hospitalized patients. We compared Natural Language Processing (NLP) with Parsing Process (PP), both for...
Humans Natural Language Processing
View on PubMed DOI

Medical Equipment Replacement Prioritisation: A Comparison Between Linear and Fuzzy System Models.

Studies in health technology and informatics Aug 21, 2019
In hospital management, health technology assessment techniques are being increasingly developed. This paper presents a comparison of the results obtained using two models for replacement priority value calculation applied to the Galliera hospital in...
Fuzzy Logic Italy Equipment and Supplies Linear Models
View on PubMed DOI

Characterizing the Scope of Exposome Research Through Topic Modeling and Ontology Analysis.

Studies in health technology and informatics Aug 21, 2019
Exposomics is a field of research which is receiving growing attention. In this work, we characterize the exposome research landscape and update our previous study of formal knowledge representation approaches to this field. We applied a deductive an...
Biomedical Research Biological Ontologies
View on PubMed DOI
Popular Topics
Popular Journals