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Journal Article
IEEE Journal of Biomedical and Health Informatics, ISSN 2168-2194, 03/2018, Volume 22, Issue 2, pp. 503 - 515
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 10/2012, Volume 12, Issue 10, pp. 3165 - 3175
Journal Article
Journal of Medical Engineering & Technology, ISSN 0309-1902, 05/2017, Volume 41, Issue 4, pp. 298 - 308
Myocardial infarction (MI) is a common disease that causes morbidity and mortality. The current tools for diagnosing this disease are improving, but still have... 
Photoplethysmography | classification | feature extraction | myocardial infarction | second derivative | Myocardial Infarction - diagnosis | Humans | Middle Aged | Sensitivity and Specificity | Aged, 80 and over | Electrocardiography | Adult | Female | Logistic Models | Male | Aged | Photoplethysmography - methods | Index Medicus
Journal Article
The International Journal of Cardiovascular Imaging, ISSN 1569-5794, 8/2017, Volume 33, Issue 8, pp. 1159 - 1167
The aim of this study was to analyze the whole temporal profiles of the segmental deformation curves of the left ventricle (LV) and describe their... 
Spatio-temporal modeling of LV function | Automatic classification | Medicine & Public Health | Echocardiographic deformation curves | Imaging / Radiology | Cardiac Imaging | Cardiology | Computer-aided diagnosis | Principal component analysis | TESTS | LEFT-VENTRICULAR DYSSYNCHRONY | CARDIAC & CARDIOVASCULAR SYSTEMS | TISSUE DOPPLER | STRAIN | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Myocardial Contraction | Severity of Illness Index | Predictive Value of Tests | Automation | Reproducibility of Results | Myocardial Infarction - classification | Ventricular Function, Left | Humans | Image Interpretation, Computer-Assisted - methods | Myocardial Infarction - diagnostic imaging | Echocardiography, Doppler, Color - methods | Machine Learning | Case-Control Studies | Magnetic Resonance Imaging | Biomechanical Phenomena | Time Factors | Diagnosis, Computer-Assisted - methods | Myocardial Infarction - physiopathology | Pattern Recognition, Automated | Principal Component Analysis | Observer Variation | Machine learning | Electric properties | Myocardial infarction | Heart | Deformation | Temporal discrimination learning | Methodology | Spatial discrimination | Principal components analysis | Classification systems | Strain | Learning | Learning algorithms | Spatial distribution | Magnetic resonance imaging | Classification | Automatic control | Infarction | Temporal variations | Ventricle | Artificial intelligence | Heart diseases | Strain rate | Index Medicus | Clinical Medicine | Medical and Health Sciences | Radiologi och bildbehandling | Medicin och hälsovetenskap | Echocardiographic deformation curves; Computer-aided diagnosis; Principal component analysis; Spatio-temporal modeling of LV function; Automatic classification | Radiology, Nuclear Medicine and Medical Imaging | Klinisk medicin
Journal Article
Applied Sciences (Switzerland), ISSN 2076-3417, 05/2019, Volume 9, Issue 9, p. 1879
Myocardial infarction is one of the most threatening cardiovascular diseases for human beings. With the rapid development of wearable devices and portable... 
Myocardial infarction | ECG | LSTM | Recurrent neural network | Convolutional neural network | recurrent neural network | convolutional neural network | myocardial infarction
Journal Article
by Thygesen, Kristian and Alpert, Joseph S and Jaffe, Allan S and Simoons, Maarten L and Chaitman, Bernard R and White, Harvey D and Katus, Hugo A and Apple, Fred S and Lindahl, Bertil and Morrow, David A and Clemmensen, Peter M and Johanson, Per and Hod, Hanoch and Underwood, Richard and Bax, Jeroen J and Bonow, Robert O and Pinto, Fausto and Gibbons, Raymond J and Fox, Keith A and Atar, Dan and Newby, L. Kristin and Galvani, Marcello and Hamm, Christian W and Uretsky, Barry F and Steg, Ph. Gabriel and Wijns, William and Bassand, Jean-Pierre and Menasche, Phillippe and Ravkilde, Jan and Ohman, E. Magnus and Antman, Elliott M and Wallentin, Lars C and Armstrong, Paul W and Januzzi, James L and Nieminen, Markku S and Gheorghiade, Mihai and Filippatos, Gerasimos and Luepker, Russell V and Fortmann, Stephen P and Rosamond, Wayne D and Levy, Dan and Wood, David and Smith, Sidney C and Hu, Dayi and Lopez-Sendon, Jose-Luis and Robertson, Rose Marie and Weaver, Douglas and Tendera, Michal and Bove, Alfred A and Parkhomenko, Alexander N and Vasilieva, Elena J and Mendis, Shanti and Universal Definition Myocardial In and Classification Subcommittee and Authors/Task Force Members Chairpersons and Joint ESC/ACCF/AHA/WHF Task Force for Universal Definition of Myocardial Infarction and ECG Subcommittee and Imaging Subcommittee and Trials & Registries Subcommittee and ESC Committee for Practice Guidelines (CPG) and Biomarker Subcommittee and Intervention Subcommittee and Document Reviewers and Medicinska fakulteten and Medicinska och farmaceutiska vetenskapsområdet and Kardiologi and Medicinska och farmaceutiska vetenskapsområdet, centrumbildningar mm and Uppsala universitet and Institutionen för medicinska vetenskaper and Uppsala kliniska forskningscentrum (UCR)
JACC (Journal of the American College of Cardiology), ISSN 0735-1097, 2012, Volume 60, Issue 16, pp. 1581 - 1598
Journal Article
by Thygesen, Kristian and Alpert, Joseph S and Jaffe, Allan S and Simoons, Maarten L and Chaitman, Bernard R and White, Harvey D and Katus, Hugo A and Apple, Fred S and Lindahl, Bertil and Morrow, David A and Clemmensen, Peter M and Johanson, Per and Hod, Hanoch and Underwood, Richard and Bax, Jeroen J and Bonow, Robert O and Pinto, Fausto and Gibbons, Raymond J and Fox, Keith A and Atar, Dan and Kristin Newby, L and Galvani, Marcello and Hamm, Christian W and Uretsky, Barry F and Gabriel Steg, Ph and Wijns, William and Bassand, Jean-Pierre and Menasché, Phillippe and Ravkilde, Jan and Magnus Ohman, E and Antman, Elliott M and Wallentin, Lars C and Armstrong, Paul W and Januzzi, James L and Nieminen, Markku S and Gheorghiade, Mihai and Filippatos, Gerasimos and Luepker, Russell V and Fortmann, Stephen P and Rosamond, Wayne D and Levy, Dan and Wood, David and Smith, Sidney C and Hu, Dayi and Lopez-Sendon, José-Luis and Robertson, Rose Marie and Weaver, Douglas and Tendera, Michal and Bove, Alfred A and Parkhomenko, Alexander N and Vasilieva, Elena J and Mendis, Shanti and Baumgartner, Helmut and Ceconi, Claudio and Dean, Veronica and Deaton, Christi and Fagard, Robert and Funck-Brentano, Christian and Hasdai, David and Hoes, Arno and Kirchhof, Paulus and Knuuti, Juhani and Kolh, Philippe and McDonagh, Theresa and Moulin, Cyril and Popescu, Bogdan A and Reiner, Željko and Sechtem, Udo and Sirnes, Per Anton and Torbicki, Adam and Vahanian, Alec and Windecker, Stephan and Morais, Joao and Aguiar, Carlos and Almahmeed, Wael and Arnar, David O and Barili, Fabio and Bloch, Kenneth D and Bolger, Ann F and Botker, Hans Erik and Bozkurt, Biykem and Bugiardini, Raffaele and Cannon, Christopher and De Lemos, James and Eberli, Franz R and Escobar, Edgardo and Hlatky, Mark and James, Stefan and Kern, Karl B and Moliterno, David J and Mueller, Christian and Neskovic, Aleksandar N and Pieske, Burkert Mathias and Schulman, Steven P and Storey, Robert F and Taubert, Kathryn A and Vranckx, Pascal and Wagner, Daniel R and Joint ESC ACCF AHA WHF Task Force and ESC Committee for Practice Guidelines (CPG) and Writing Group on the Joint ESC/ACCF/AHA/WHF Task Force for the Universal Definition of Myocardial Infarction and Classification Subcommittee and Heart Failure Subcommittee and Authors/Task Force Members Chairpersons and ECG Subcommittee and Imaging Subcommittee and Trials & Registries Subcommittee and Biomarker Subcommittee and Intervention Subcommittee and Global Perspective Subcommittee and the Writing Group on behalf of the Joint ESC/ACCF/AHA/WHF Task Force for the Universal Definition of Myocardial Infarction and Epidemiology Subcommittee and Document Reviewers and Medicinska fakulteten and Medicinska och farmaceutiska vetenskapsområdet and Kardiologi and Medicinska och farmaceutiska vetenskapsområdet, centrumbildningar mm and Uppsala universitet and Institutionen för medicinska vetenskaper and Uppsala kliniska forskningscentrum (UCR)
European Heart Journal, ISSN 0195-668X, 10/2012, Volume 33, Issue 20, pp. 2551 - 2567
Journal Article