Open AccessPoster session 1GENERAL PRINCIPLESP194Ultrasound indexes of adipose tissue and lipid goals attainment in high and very high cardiovascular risk patientsTHE IMAGING EXAMINATIONP195Right ventricular global longitudinal strain provides higher prognostic value than right free wall longitudinal strain in patients with left heart diseaseP196Normal values of echocardiographlc left and right cardiac chambers dimensions as multifactorially determined by sex, level of physical activity, age, BMI, …
Author(s) -
M Haberka,
Ana García Martín,
Paolo Barbier,
M. Pellegrino,
A. Angelis,
PJ Howlett,
Marta S. Madeira,
P Carrero,
KL Hansen,
I. V. Trunina,
C Basar,
ØH Lie,
LE Sade,
A S Gopal,
Gert Klug,
E Rodriguez Gonzalez,
Francesco Ferrara,
S Moustafa,
Niyada Naksuk,
Massimiliano Cantinotti,
MM Michelsen,
JMG Fernandes,
OM Demir,
R Cano Carrizal,
Alberto BouzasMosquera,
S Leao,
Kuznetsov Va,
Sheraz A. Nazir,
D Trifunovic,
RA. Spampinato,
F Antonini-Canterin,
JM Ribeiro,
G Morgado,
L Reis,
B Naratrekoon,
RM Soto-Ruiz,
M Penicka,
Robert Zilberszac,
B De Chiara,
R. Rifai,
S Gunduz,
S Cersit,
Chiara Devecchi,
F Ancona,
Donald R. Smith,
L Gargani,
L Asmarats Serra,
A Abreu,
Ignatios Ikonomidis,
B Biernacka,
Andreia C. Gomes,
Carolina Echavarría-Caballero,
Nicolas Mansencal,
Catherine M. Venturini,
Amira Zaroui,
Ida S. Leren,
Meriam Åström Aneq,
G Nucifora,
CRLA Rocon,
J Y Cho,
S F Stampfli,
E. Cho,
A. Stevanovic,
Juan Luis Ruiz de la Peña,
Federica Ognibeni,
Santiago Colunga,
Agnieszka Borowiec,
K Hristova,
Wojciech Kosmala,
Agata LeśniakSobelga,
Monika Kaldarárová,
D Stanojevic,
A Carbonell San Roman,
Alex E. Hoetink,
R Ferreira,
Atoosheh Rohani,
K Wierzbowska-Drabik,
Jozélio Freire de Carvalho,
Antonio Cherubini,
Keisuke Teramoto,
CJH May,
P Wejner-Mik,
M M Gurzun,
GO Perea,
Florent Laveau,
HM. Mahmoud,
María T. Sanz,
Sergio SanchezMartinez,
Sílvia Montserrat,
Ewelina Kowalczyk,
CS Park,
R Hinojar,
An M. Van Berendoncks,
Henrique Jorge Guedes Neto,
Eirik Nestaas,
R Onut,
Lori E. Moran,
A. Kisko,
Yoram Agmon,
Mariana Corneli,
IPM Peovska Mitevska,
Manuel BarreiroPérez,
K Banska,
Zbigniew Gąsior,
JL Moya-Mur,
S-A Carbonell-San Roman,
Daniel Muñoz,
A Garcia-Lledo,
Eduardo CasasRojo,
JJ Jimenez-Nacher,
C Fernandez-Golfin,
JL Zamorano-Gomez,
A. Ravani,
Claudia Cefalù,
Anna Maltagliati,
B. Frigerio,
Daniela Sansaro,
Mauro Amato,
Damiano Baldassarre,
F Bandera,
G Generati,
V Labate,
E Alfonzetti,
M Guazzi,
Konstantina I Aggeli,
N. Ioakeimidis,
Mahmoud AbdelRasoul,
I Felekos,
Ioanna Gourgouli,
K Aznaouridis,
G. Rousakis,
C. Vlachopoulos,
D Tousoulis,
Krystyna H. Darasz,
M Mahmoudi,
Nikunj Shah,
RI Jabr,
M Hickman,
E Leatham,
CH Fry,
R Teixeira,
Inês Almeida,
Francisca Caetano,
Adelaide Fernandes,
Miryan Cassandra,
M. Costa,
L Goncalves,
A. WM Nielsen,
MC Carrero,
GL Saubidet,
SP Peralta,
Hasse Moeller-Soerensen,
Jesper Kjærgaard,
Martin Bach Jensen,
JT Lund,
MM Pedersen,
JB Olesen,
JA Jensen,
MB Nielsen,
AS Sharykin,
E. V. Karelina,
N. D. Telezhnikova,
Hakan Özhan,
Osman Kayapınar,
ES Albayrak,
J Saberniak,
L Dejgaard,
T Edvardsen,
Kristina H. Haugaa,
U. Bal,
Selma Eroğlu,
Bahar Pirat,
H Muderrisoglu,
Lakshmi Muthukumar,
SK Saha,
RS Toole,
Sebastian J. Reinstadler,
HJ Feistritzer,
Bastian Pernter,
A Mayr,
Franz Wm,
S Mueller,
Bernhard Metzler,
S. Mingo Santos,
Vanessa Moñivas,
Jesús G. Mirelis,
Josebe Goirigolzarri Artaza,
B Zorita Gil,
JA Fernandez Diaz,
Javier Goicolea Ruigómez,
MA Restrepo Cordoba,
L. Alonso Pulpón,
Michele D’Alto,
Stefano Ghio,
Edwige Acri,
Luca Carannante,
Paola Argiento,
A D'andrea,
O Vriz,
E Bossone,
Rth Ho,
P Shah,
K Murphy,
BK Nelluri,
Hoon Lee,
S Wilansky,
F Mookadam,
Thoetchai Peeraphatdit,
Roongruedee Chaiteerakij,
KW Klarich,
Marco Scalese,
Marcos F. Vidal Melo,
Nadia Assanta,
Mario Marotta,
Maura Crocetti,
I Spadoni,
Raffaele Giordano,
S Kutty,
I Iervasi,
ND Mygind,
Alejandro Manuel López Pena,
Daria Frestad,
N Hoest,
E Prescott,
B.O. Romao,
IR Rivera,
M.A.d. Mendonça,
AC Campos de Carvalho,
O. Campos,
Antonio Amato,
VA Moises,
A Bashir,
K Marshall,
M Douglas,
B Wasan,
Sven Plein,
K Alfakih,
C Casanova Rodriguez,
Rosalía Cadenas Chamorro,
D. Iglesias Del Valle,
A Martin-Penato Molina,
Javier de Juan Bagudá,
Elsa Prieto Moriche,
Abel Garcı́a Garcı́a,
Eugenio Berlanga,
Ignacio Pérez,
Jesús Peteiro,
FJ Broullon,
Nemesio Álvarez-García,
Cayetana BarbeitoCaamaño,
JM Larranaga-Moreira,
Nicolás Manuel Maneiro Melón,
Dolores MartínezRuiz,
JC Yanez,
JM Vázquez-Rodríguez,
Felipe Barradas Cordeiro,
P Magalhaes,
M Moz,
J Trigo,
Pedro Mateus,
Paulo Fontes,
Inês Moreira,
DV Krinochkin,
AV Plusnin,
AM. Soldatova,
Abhishek Shetye,
JN Khan,
Awadhesh Kumar Singh,
Prathap Kanagala,
DJ Swarbrick,
Matthew GrahamBrown,
Gerry P McCann,
G Krljanac,
L Savic,
M Asanin,
S Aleksandric,
R Lasica,
Milena Srdic,
N Zlatic,
M Petrovic,
I Mrdovic,
Vanessa Moñivas Palomero,
B. Rivero Arribas,
Monica Dobrovie,
JG Da Rocha E Silva,
Fernanda Bonamigo Thome,
Rahel Kluttig,
V. Schloma,
Y. A. Dmitrieva,
Elfriede Strotdrees,
FW Mohr,
G Luzza,
R Caruso,
Rita Belfiore,
Alessio Della Mattia,
Silvia Poli,
C Zito,
Salvatore La Carrubba,
S Carerj,
D Caldeira,
I Cruz,
B Stuart,
Raquel Maia,
Paula Fazendas,
Hélder Pereira,
Ivana Rakočević,
V. Tutos,
O Petrovic,
M Boricic-Kostic,
J Stepanovic,
I. Jovanović,
Marko Banović,
B Vujisic-Tesic,
L Leite,
A. Botelho,
M Santos,
Jussara Cassiano Nascimento,
Teerapat Yingchoncharoen,
P Vathesatogkit,
Sukit Yamwong,
P Sritara,
Juan Carlos González,
José Abellán-Huerta,
Ramón Rubio-Patón,
F Simón,
JL Ramos,
Santiago Egea,
José Carlos GarcíaGómez,
JJ Martinez Diaz,
JA Castillo,
Ján Večeřa,
C Mirica,
M Kotrc,
Radka Kočková,
Henry Deeb Gabriel,
Gabriele D. Maurer,
Raphaël Rosenhek,
Luca Botta,
F Musca,
Oriana Belli,
Alessandro Costetti,
Ilaria Trolese,
Francesca Spanò,
C Russo,
C Giannattasio,
A Moreo,
E. Berthelot,
MT Le,
Loïc Hilpert,
David Montani,
Olivier Sitbon,
Xavier Jaïs,
M Humbert,
Patrick Assayag,
M Yesin,
M Kalcik,
MO Gursoy,
MA Astarcioglu,
S Karakoyun,
AC Aykan,
M Ozkan,
M. Tabakci,
E Bayam,
A Degiovanni,
MV. Di Ruocco,
Paolo Marino,
I Rosa,
S Stella,
M. Barletta,
C Marini,
A Latib,
Matteo Montorfano,
A Colombo,
A Margonato,
E Agricola,
Robin Ray,
M Gallagher,
Muhummad Sohaib Nazir,
V Perreso,
R Sharma,
P S Pang,
Marcelo Haertel Miglioranza,
Pablo Landi,
Fl Dini,
E Picano,
Jaume Pons Llinares,
Fernando Macaya,
Pere Pericás Ramis,
O Caldes Llull,
Andrés Grau Sepúlveda,
Guillem Frontera,
Armando Bethencourt,
H Santa Clara,
V Santos,
Maria João Oliveira,
Pedro P. Cunha,
G Portugal,
P Rio,
L Branco,
M Mota Carmo,
Ioannis Paraskevaidis,
C Papadopoulos,
V Stasinos,
John Parissis,
J. Lekakis,
Paweł Rubiś,
Andrzej Gackowski,
Sylwia WiśniowskaŚmiałek,
Magdalena Kostkiewicz,
D Bento,
E Correia,
L Teles,
B Picarra,
C Lourenco,
R Faria,
K Domingues,
O Azevedo,
Vicente Climent,
Marina Martínez Moreno,
JR Gimeno,
MJ Oliva,
Daniel Saura,
J Sanchez Quis,
Antonio GarcíaHonrubia,
Mariano Valdés,
Gonzalo de la Morena,
Pascale Richard,
Sylvain Guérard,
R. Brion,
Ph. Paul,
Olivier Dubourg,
Michel Komajda,
Richard Isnard,
Mustafa Arslan,
Philippe Charron,
G Avegliano,
Sandrine Andrès,
JP Costabel,
Paola Kuschnir,
Agustina Sciancalepore,
Omarh Mendoza,
G Perea,
R Ronderos,
RYM Ben Said,
TEJ EL Chalbia,
SANA Wali,
MS Mourali,
R. Mechmeche,
TF Haland,
Jana Svetlichnaya,
SS Shikha,
M.H. Scheinmann,
L. Klein,
Giuseppe Prati,
Giancarlo Vitrella,
Giuseppe Allocca,
Sonja Cukon Buttigi,
D Muser,
G Morocutti,
B Pinamonti,
G Sinagra,
A Proclemer,
M.N. de Melo,
EAB Bocchi,
JABAF Araujo,
LMMFD Demarchi,
C. Mady,
BB Biselli,
RKF Kalil,
V.M.C. Salemi,
R. De Luca E Tuma,
KH Kim,
HJ Yoon,
K. Jin Lee,
Hye Jung Park,
J H Kim,
Y Ahn,
Mihyun Jeong,
J G Cho,
J C Park,
H J Park,
Hatice Kozan,
Atilla Sezgin,
Alp Aydınalp,
T Oezkartal,
S. Bernhart,
Andreas J. Flammer,
Alessandra Vecchiati,
GM Froehlich,
Frank Ruschitzka,
FC Tanner,
KY Choi,
DB Kim,
S. Jang,
JS Cho,
HO Jung,
HK Jeon,
H-J Youn,
Milica Dekleva,
PRL Fortes,
B. L. S. Passos,
AB Rodrigues,
IH. Sampaio,
MCN Oliveira,
MG Silva,
RAF Cardoso,
FA Tofani,
M.M. Moreira,
Giovanni Cioffi,
Ombretta Viapiana,
A Dalbeni,
Elena Fracassi,
C Di Nora,
Carmine Mazzone,
A Di Lenarda,
Maurizio Rossini,
Cecília Corros,
Garcia-Campos Andres,
Miguel Martín,
ML Rodriguez-Suarez,
Víctor León,
Ángeles Fidalgo,
Fernando López-Iglesias,
César Morı́s,
J. De La Hera,
R Dabrowski,
Joanna Woźniak,
Sławomir Jasek,
Tomasz Chwyczko,
Ilona Kowalik,
E Musiej-Nowakowska,
H Szwed,
R Marinov,
Georgi Stamenov,
Marija Mihova,
K. Chacheva,
S. Persenska,
A. Racheva,
Monika PrzewłockaKosmala,
Amanda Rojek,
Bożena Karolko,
Andrzej Mysiak,
TH Marwick,
Peter Tittel,
Marek Kardoš,
V. Vrsanska,
M. Ondriska,
Viktor Hraška,
Marcin Nosal,
J Masura,
Iryna Simkova,
Svetlana Apostolović,
Sonja Šalinger-Martinović,
Ružica Janković–Tomašević,
Danijela Djordjević-Radojković,
Teodora Stanojlović,
V Atanaskovic,
M Pavlovic,
E. Tahirović,
HD Dungen,
JL. Moya Mur,
Cristina Lozano Granero,
JJ. Jimenez Nacher,
Á González Gómez,
C Fraile Sanz,
Teresa Segura de la Cal,
JL Zamorano Gómez,
WW Jansen Klomp,
AWJ Van 'T Hof,
G. Brandon Bravo Bruinsma,
A. J. Spanjersberg,
Jan G. Grandjean,
AP Nierich,
Jéssica Luchi Ferreira,
Sofia Mendes,
R Martins,
Sara Monteiro,
M Pego,
R Khamene Bagheri,
JZ Peruga,
M.L. Sobczak,
Michał Plewka,
Tomasz Wcisło,
Radosław Kręcki,
Jarosław D. Kasprzak,
AR Almeida,
I Joao,
Lucia Rossetti Lopes,
Carlos Cotrim,
Giorgio Faganello,
C Pandullo,
G Russo,
Carlo Stefenelli,
F Furlanello,
L Tarantini,
Kenji Suzuki,
Yasushi Satoh,
Kazuhiko Minami,
K. Mizukoshi,
Ryo Kamijima,
S. Kou,
Manabu Takai,
Masaki Izumo,
YJ Akashi,
John Ayuk,
Ian Geh,
Tejas Shah,
NC Edwards,
Richard P. Steeds,
D Miskowiec,
K Wdowiak-Okrojek,
P Lipiec,
M Rosca,
A Calin,
Carmen C. Beladan,
Monica Serban,
C Ginghina,
BA. Popescu,
Martín Lombardero,
Ruth Henquin,
Mary Tinetti,
Guillaume Hékimian,
Marcel Achkar,
Alexander N. Combes,
Naima Hammoudi,
Mohammed Alghamdi,
Abdullah Ghabashi,
Mohamed Hesham Hassan Ezzat,
Azzam Al-Amin,
G. Giraldeau,
SI Sarvari,
J. Marín,
Carlos Brambila,
L. Gabrielli,
B Bijnens,
M Sitges,
Nicolas Duchateau,
Tamás Erdei,
A. Fraser,
Bart Bijnens,
Gemma Piella,
Laura Sanchís,
Roger Borràs,
Berta Vidal,
S Prat,
Manuel Azqueta,
C. Paré,
G Grazioli,
MH Jung,
HS Ahn,
JiHee Kim,
A Megias,
G. Alonso,
A Gonzalez-Gomez,
LM Rincon,
A Esteban,
MA Fernandez Mendez,
Vivencio Barrios,
JL Zamorano,
L. Van Gaal,
Christophe De Block,
Roberto Salgado,
C. Vrints,
B Shivalkar,
Amanda Gomes Pereira,
Rui Santos,
L Marques,
Nuno Moreno,
Rui Carvalho,
M.I. Pires,
Rita Sousa,
Aurora Andrade,
Paulo Victor Alves Pinto,
A Stoylen,
Drude Fugelseth,
O Tautu,
S Onciul,
C Marinescu,
D Zamfir,
M Dorobantu,
Violeta Sánchez Sánchez,
Plácido Navas,
Dolores GarcíaCosio,
Beatriz Díaz,
L Carballo-Alzola,
F Lombera,
José Luis Carreras Delgado,
Marián Babčák,
N. Kishko,
Am Eitan,
Diab Mutlak,
Izhak Kehat,
AH Meretta,
Fernando Belcastro,
E Aguirre,
Daniel Alves Rosa,
Patricio Zaefferer,
Osvaldo Masoli,
ES Srbinovska,
MB Bosevski,
EA Antova,
D Pop Gorceva,
M Martin Fernandez,
SM Costilla Garcia,
E Diaz Pelaez
Publication year - 2015
Publication title -
european heart journal - cardiovascular imaging
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.576
H-Index - 92
eISSN - 2047-2412
pISSN - 2047-2404
DOI - 10.1093/ehjci/jev263
Subject(s) - session (web analytics) , cardiology , medicine , adipose tissue , strain (injury) , value (mathematics) , computer science , world wide web , machine learning
International audiencePurpose: No consensus exists for the diagnosis of heart failure with preserved ejection fraction (HFPEF). Current studies recommend stress echocardiography protocols, but single standard peak or timing measurements are limited towards the complexity of the disease. We show the contribution of a combined analysis of multiple myocardial velocity patterns and investigate their relative relevance for the characterization of HFPEF.Methods: Velocity traces from 55 subjects were examined (69±6 years, 22 healthy, 19 HFPEF and 14 breathless subjects). Data came from tissue Doppler acquisitions at rest and exercise at the basal septum and lateral wall, and were temporally aligned to a common reference for comparison. Each phase of the cycle at each stage of the protocol was identified for analysis (figure). Unsupervised machine learning (multiple kernel learning) was used to characterize this population and automatically determine the relevance of each velocity pattern.Results: The learning found a discrimination algorithm that performed well in agreement with diagnosis based on current guidelines (sens=78.9%, spec=86.3%, K=0.65). The importance given to early diastole at exercise was substantially higher, while the isovolumic contraction was the lowest contributor. The breathless subjects were associated to their closest subgroup.Conclusion: The characterization of HFPEF is improved by a combined analysis of multiple velocity traces from stress echo studies using machine learning. The method additionally suggests features of interest to be used in clinical diagnosis
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