Improved Accuracy of Myocardial Perfusion SPECT for the Detection of Coronary Artery Disease Using a Support Vector Machine Algorithm

Journal of Nuclear Medicine ◽

10.2967/jnumed.112.111542 ◽

2013 ◽

Vol 54 (4) ◽

pp. 549-555 ◽

Author(s):

R. Arsanjani ◽

Y. Xu ◽

D. Dey ◽

M. Fish ◽

S. Dorbala ◽

...

Keyword(s):

Coronary Artery Disease ◽

Support Vector Machine ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

Support Vector ◽

Support Vector Machine Algorithm ◽

Perfusion Spect ◽

Artery Disease ◽

Improved Accuracy

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IMPROVED ACCURACY OF MYOCARDIAL PERFUSION SPECT FOR DETECTION OF CORONARY ARTERY DISEASE BY MACHINE LEARNING IN A LARGE POPULATION

Journal of the American College of Cardiology ◽

10.1016/s0735-1097(13)61006-2 ◽

2013 ◽

Vol 61 (10) ◽

pp. E1006

Author(s):

Reza Arsanjani ◽

Yuan Xu ◽

Damini Dey ◽

Aryeh Shalev ◽

Rine Nakanishi ◽

...

Keyword(s):

Machine Learning ◽

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Large Population ◽

Myocardial Perfusion Spect ◽

Perfusion Spect ◽

Artery Disease ◽

Improved Accuracy

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Improved accuracy of myocardial perfusion SPECT for detection of coronary artery disease by machine learning in a large population

Journal of Nuclear Cardiology ◽

10.1007/s12350-013-9706-2 ◽

2013 ◽

Vol 20 (4) ◽

pp. 553-562 ◽

Author(s):

Reza Arsanjani ◽

Yuan Xu ◽

Damini Dey ◽

Vishal Vahistha ◽

Aryeh Shalev ◽

...

Keyword(s):

Machine Learning ◽

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Large Population ◽

Myocardial Perfusion Spect ◽

Perfusion Spect ◽

Artery Disease ◽

Improved Accuracy

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Exercise Myocardial Perfusion SPECT in Patients Without Known Coronary Artery Disease

Circulation ◽

10.1161/01.cir.93.5.905 ◽

1996 ◽

Vol 93 (5) ◽

pp. 905-914 ◽

Author(s):

Rory Hachamovitch ◽

Daniel S. Berman ◽

Hosen Kiat ◽

Ishac Cohen ◽

J. Arthur Cabico ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

Perfusion Spect ◽

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Prognostic estimation of coronary artery disease risk with resting perfusion abnormalities and stress ischemia on myocardial perfusion SPECT

Journal of Nuclear Cardiology ◽

10.1016/j.nuclcard.2008.07.005 ◽

2008 ◽

Vol 15 (6) ◽

pp. 762-773

Author(s):

L SHAW ◽

R HENDEL ◽

G HELLER ◽

S BORGESNETO ◽

M CERQUEIRA ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Disease Risk ◽

Myocardial Perfusion Spect ◽

Coronary Artery Disease Risk ◽

Perfusion Spect ◽

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Added value of hybrid myocardial perfusion SPECT and CT coronary angiography in the diagnosis of coronary artery disease

European Heart Journal - Cardiovascular Imaging ◽

10.1093/ehjci/jeu135 ◽

2014 ◽

Vol 15 (11) ◽

pp. 1281-1288 ◽

Author(s):

J. Schaap ◽

J. A. H. de Groot ◽

K. Nieman ◽

W. B. Meijboom ◽

S. M. Boekholdt ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Coronary Angiography ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

Ct Coronary Angiography ◽

Added Value ◽

Perfusion Spect ◽

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Usefulness of coronary calcium scoring to myocardial perfusion SPECT in the diagnosis of coronary artery disease in a predominantly high risk population

The International Journal of Cardiovascular Imaging ◽

10.1007/s10554-012-0118-1 ◽

2012 ◽

Vol 29 (3) ◽

pp. 677-684 ◽

Author(s):

Jeroen Schaap ◽

Robert M. Kauling ◽

S. Matthijs Boekholdt ◽

Martijn C. Post ◽

Jan A. Van der Heyden ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

High Risk ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

High Risk Population ◽

Calcium Scoring ◽

Risk Population ◽

Perfusion Spect ◽

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Rationale and design of J-ACCESS 4: Prognostic impact of reducing myocardial ischemia identified using ECG-gated myocardial perfusion SPECT in Japanese patients with coronary artery disease

Journal of Cardiology ◽

10.1016/j.jjcc.2013.07.006 ◽

2014 ◽

Vol 63 (2) ◽

pp. 159-164 ◽

Author(s):

Mamoru Nanasato ◽

Kenichi Nakajima ◽

Hiroshi Fujita ◽

Kan Zen ◽

Shun Kohsaka ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Myocardial Ischemia ◽

Japanese Patients ◽

Myocardial Perfusion Spect ◽

Prognostic Impact ◽

Gated Myocardial Perfusion Spect ◽

Perfusion Spect ◽

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Gated stress-only 99mTc myocardial perfusion SPECT imaging accurately assesses coronary artery disease

Nuclear Medicine Communications ◽

10.1097/00006231-200303000-00003 ◽

2003 ◽

Vol 24 (3) ◽

pp. 241-249 ◽

Author(s):

C. A. SANTANA ◽

E. V. GARCIA ◽

J. P. VANSANT ◽

E. G. KRAWCZYNSKA ◽

R. D. FOLKS ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

Spect Imaging ◽

Myocardial Perfusion Spect Imaging ◽

Perfusion Spect ◽

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Diagnostic accuracy of gated Tc-99m sestamibi stress myocardial perfusion SPECT with combined supine and prone acquisitions to detect coronary artery disease in obese and nonobese patients

Journal of Nuclear Cardiology ◽

10.1016/j.nuclcard.2006.01.020 ◽

2006 ◽

Vol 13 (2) ◽

pp. 191-201 ◽

Author(s):

D BERMAN ◽

X KANG ◽

H NISHINA ◽

P SLOMKA ◽

L SHAW ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Diagnostic Accuracy ◽

Myocardial Perfusion Spect ◽

Stress Myocardial Perfusion ◽

Perfusion Spect ◽

Artery Disease ◽

Nonobese Patients

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Usefulness of gated myocardial perfusion SPECT imaging soon after exercise to identify postexercise stunning in patients with single-vessel coronary artery disease

Journal of Nuclear Cardiology ◽

10.1016/j.nuclcard.2004.07.009 ◽

2004 ◽

Vol 11 (6) ◽

pp. 697-703 ◽

Author(s):

M TOBA ◽

S KUMITA ◽

K CHO ◽

C IBUKI ◽

T KUMAZAKI ◽

...

Keyword(s):

Coronary Artery Disease ◽

Coronary Artery ◽

Myocardial Perfusion ◽

Myocardial Perfusion Spect ◽

Spect Imaging ◽

Gated Myocardial Perfusion Spect ◽

Single Vessel ◽

Perfusion Spect ◽

Artery Disease ◽

Vessel Coronary Artery

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