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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  
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]

Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2022 arXiv   pre-print
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

Jay Thakkar, Julie Redfern, Ehsan Khan, Emily Atkins, Jeffrey Ha, Kha Vo, Aravinda Thiagalingam, Clara K. Chow
2018 Australian Journal of Primary Health  
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

Imjin Ahn, Wonjun Na, Osung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim
2021 BMC Medical Informatics and Decision Making  
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

Chinmoy Nath, Mazen S. Albaghdadi, Siddhartha R. Jonnalagadda, Valentin Ceña
2016 PLoS ONE  
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

Quinn S Wells, Eric Farber-Eger, Dana C Crawford
2014 Journal of Clinical Bioinformatics  
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"

Ahmad Shalbaf, Hamid Behnam
2015 Journal of digital imaging  
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

Meijun Yang, Xiaoyan Xiao, Zhi Liu, Longkun Sun, Wei Guo, Lizhen Cui, Dianmin Sun, Pengfei Zhang, Guang Yang
2020 Scientific Programming  
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

Parakrama Wijekoon, Sunathra Irugal Bandara, Thanuja Herath
2022 Sri Lanka Journal of Child Health  
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

Maghsoud Sarebani, Mohammad Bagher Shiran, Ahmad Bitarafan-Rajabi, Fereidoon Rastgoo, Zahra Ojaghi Haghighi, Ali Abbasian Ardakani
2020 Medical Journal of The Islamic Republic of Iran  
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

Eleonora Sulas, Monica Urru, Roberto Tumbarello, Luigi Raffo, Reza Sameni, Danilo Pani
2021 Scientific Data  
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

Maghsoud Sarebani, Mohammad Bagher Shiran, Ahmad Bitarafan-Rajabi, Feridoon Rastgou, Zahra Ojaghi Haghighi, Ali Abbasian Ardakani
2020 Medical Journal of The Islamic Republic of Iran  
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

Luciana Gioli-Pereira, Sabrina Bernardez-Pereira, Fabiana Goulart Marcondes-Braga, Joceli Mabel Rocha Spina, Rafael Muniz Miranda da Silva, Noely Evangelista Ferreira, Fernando Bacal, Fábio Fernandes, Alfredo José Mansur, José Eduardo Krieger, Alexandre Costa Pereira
2014 BMC Cardiovascular Disorders  
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

J.A.
2014 CardioVasc  
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

Anna Mitchell
2014 CardioVasc  
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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