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Analysis of Semantic Relations Between Multimodal Medical Images Based on Coronary Anatomy for Acute Myocardial Infarction
2015
Journal of Information Processing Systems
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First, we selected a coronary arteriogram, coronary angiography, and echocardiography as the representative medical images for AMI and extracted semantic features from them, respectively. ...
If we can see the status of the coronary artery all at once by integrating the core information extracted from multi-modal medical images, the time for diagnosis and treatment will be reduced. ...
Acknowledgement This paper was conducted as part of the Info-Communications Broadcast Research and Development projects of Ministry of Science, ICT and Future Planning and the Institute for Information ...
doi:10.3745/jips.04.0021
fatcat:urjfntvapnc4jmqx6rhs7l2vxe
Early Myocardial Infarction Detection over Multi-view Echocardiography
[article]
2022
arXiv
pre-print
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The features are extracted from the A4C and A2C view displacements, which are concatenated and fed into the classifiers to detect MI. ...
the information of A4C and A2C views. ...
In this study, we propose to detect MI over multi-view echocardiography by merging the information extracted from A4C and A2C views. ...
arXiv:2111.05790v2
fatcat:vp7cfba2vverndcyhx4fbofo7u
Healthcare resource utilisation by patients with coronary heart disease receiving a lifestyle-focused text message support program: an analysis from the TEXT ME study
2018
Australian Journal of Primary Health
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Item number 11712multichannel ECG monitoring and recording I1exercise stress echocardiography. Ultrasound. Item number 55116 Transthoracic echocardiography I1ultrasound. ...
Medicare Benefits Schedule (MBS) item categories and Medicare item numbers used to extract targeted information GP, general practitioner; HDL, high-density lipoprotein; ECG electrocardiogram Parameter ...
Item number 11712 -multichannel ECG monitoring and recording
I1 -exercise stress echocardiography. Ultrasound. Item number 55116
Transthoracic
echocardiography
I1 -ultrasound. ...
doi:10.1071/py17130
pmid:29789100
fatcat:y2irfsg7zrgxnfjcsgngdndwoa
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases
2021
BMC Medical Informatics and Decision Making
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It comprises information extracted from EHRs and results of readings of CVD-related digital tests. It consists of 27 tables, a code-master table, and a descriptive table. ...
Third, we integrated unstructured data such as readings of medical examinations with structured data sourced from EHRs to create the CardioNet. ...
A simplified NLP flow chart is depicted in Figure 3 Additionally, information extracted from PACS contains records of CVD-related tests performed in over 96% of patients, including outcomes of cardiac ...
doi:10.1186/s12911-021-01392-2
pmid:33509180
fatcat:h5nw4a5avvcsxmoykigkm3jaoi
A Natural Language Processing Tool for Large-Scale Data Extraction from Echocardiography Reports
2016
PLoS ONE
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EchoInfer provides a powerful and reliable NLP-based approach for the large-scale, targeted extraction of information from heterogeneous data sources. ...
EchoInfer analyzed 15,116 echocardiography reports from 1684 patients, and extracted 59 quantitative and 21 qualitative data elements per report. ...
Shah, Wilcox and Weiss who needed a subset of the 80 data elements from different sets of echocardiography reports for non-overlapping projects. ...
doi:10.1371/journal.pone.0153749
pmid:27124000
pmcid:PMC4849652
fatcat:ocv5uituhnaftjcgqpbviorh4e
Extraction of echocardiographic data from the electronic medical record is a rapid and efficient method for study of cardiac structure and function
2014
Journal of Clinical Bioinformatics
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Utilizing data from large electronic medical records (EMRs) is one possible solution to this problem. ...
We describe the extraction and filtering of quantitative transthoracic echocardiographic data from the Epidemiologic Architecture for Genes Linked to Environment (EAGLE) study, a large, racially diverse ...
Results and discussion A total of 6,076 echocardiography reports were extracted from the EAGLE BioVU cohort. ...
doi:10.1186/2043-9113-4-12
pmid:25276338
pmcid:PMC4177384
fatcat:aarlqqc5qbbkffrr5d5ttqrwui
Letter to the Editor Regarding Paper "Automatic Computation of Left Ventricular Volume Changes over a Cardiac Cycle from Echocardiography Images by Nonlinear Dimensionality Reduction"
2015
Journal of digital imaging
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Question: 1-Echocardiography images Images were acquired from end of diastole to end of systole at different phases (7 phases) within a cardiac cycle by a Vivid 3 GE Health echocardiography machine. ...
Response: It is simply possible for us to record and analyze images of short-axis views. ...
doi:10.1007/s10278-014-9749-1
pmid:25561064
pmcid:PMC4359201
fatcat:3ny7tq6ihbdp7neldsufqk7a3i
Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification
2020
Scientific Programming
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Currently, echocardiography has become an essential technology for the diagnosis of cardiovascular diseases. ...
from numerous echocardiographic information. ...
from numerous echocardiographic information. ...
doi:10.1155/2020/7025403
fatcat:cq2pdns2wrab7niuzqjnaxwfxq
Cardiac anomalies in children with non-syndromic cleft lip and palate at the Dental Teaching Hospital, Peradeniya, Sri Lanka
2022
Sri Lanka Journal of Child Health
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Being a retrospective study, informed consent was not possible. Data were extracted using a data extraction sheet developed to collect the data from patient records. ...
Information extracted included socio-demographic characteristics such as gender, age, associated anomalies including types of cleft, cardiac anomalies detected at the initial 2D echocardiographic studies ...
doi:10.4038/sljch.v51i1.9989
fatcat:essq7klogjed5fko72g3hu3ffa
The impact of frame numbers on cardiac ECG-gated SPECT images with interpolated extra frames using echocardiography
2020
Medical Journal of The Islamic Republic of Iran
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The results revealed that 16-frame images provide better temporal resolution extracted data from echocardiography and could be used to improve temporal resolution in SPECT images and reduce imaging time ...
Using the data extracted from the LV model, 8 extra new frames were created with interpolation between existing frames of the original 8-frame image. ...
This means that the information from 6 the cardiac function parameters such as EF, EDV, and ESV will be more accurately recorded. ...
doi:10.47176/mjiri.34.57
fatcat:w5zbh7n6ofggngqs2mggicfixe
A non-invasive multimodal foetal ECG–Doppler dataset for antenatal cardiology research
2021
Scientific Data
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The development of standard algorithms for the extraction of the fECG from the maternal electrophysiological interference is limited by the lack of publicly available reference datasets that could be used ...
The dataset includes 60 entries from 39 pregnant women, between the 21st and 27th week of gestation. ...
The authors gratefully thank Alessandra Cadoni, Graziella Secchi, Luisa Aru, Elisa Farris, Chiara Fenu, Elisa Gusai, Giulia Baldazzi, Giulia Pili for their support in the recording of the signals included ...
doi:10.1038/s41597-021-00811-3
pmid:33500414
fatcat:j7uxggjb5jecrotpvlz5dyr6am
The impact of frame numbers on cardiac ECG-gated SPECT images with interpolated extra frames using echocardiography
2020
Medical Journal of The Islamic Republic of Iran
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Using the data extracted from the LV model, 8 extra new frames were created with interpolation between existing frames of the original 8-frame image. ...
Methods: In this study, 5 patients underwent echocardiography and cardiac ECG-gated SPECT imaging, and 5 standard views of the LV were recorded to determine LV walls boundaries and volumes. ...
This means that the information from 6 the cardiac function parameters such as EF, EDV, and ESV will be more accurately recorded. ...
doi:10.34171/mjiri.34.57
pmid:32934946
pmcid:PMC7481855
fatcat:6ofir2pzenhrrdyrb2yxij3idy
Genetic and ElectroNic medIcal records to predict oUtcomeS in Heart Failure patients (GENIUS-HF) - design and rationale
2014
BMC Cardiovascular Disorders
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Studies adopting electronic medical records and genomic information are becoming widespread. ...
Initial analytical strategy will focus on the establishment of the accuracy of electronic medical records extraction protocols for main predictor factors of morbidity and mortality in heart failure. ...
Signed informed consent will be obtained from all participants. ...
doi:10.1186/1471-2261-14-32
pmid:24592820
pmcid:PMC3975857
fatcat:2trvpnh72regxj7udi3erfzsmi
Herz-Krankenstand in Deutschland
2014
CardioVasc
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Studies adopting electronic medical records and genomic information are becoming widespread. ...
Initial analytical strategy will focus on the establishment of the accuracy of electronic medical records extraction protocols for main predictor factors of morbidity and mortality in heart failure. ...
Signed informed consent will be obtained from all participants. ...
doi:10.1007/s15027-014-0351-8
pmid:24592820
pmcid:PMC3975857
fatcat:nfszcng7hra2zogeo2ebgdxgae
Lungenembolie bei nephrotischem Syndrom
2014
CardioVasc
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Studies adopting electronic medical records and genomic information are becoming widespread. ...
Initial analytical strategy will focus on the establishment of the accuracy of electronic medical records extraction protocols for main predictor factors of morbidity and mortality in heart failure. ...
Signed informed consent will be obtained from all participants. ...
doi:10.1007/s15027-014-0309-x
pmid:24592820
pmcid:PMC3975857
fatcat:kjhhdrfh7vceledlxkvf5sg2ti
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