Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging
Al'Aref, Subhi J, Anchouche, Khalil, Singh, Gurpreet, Slomka, Piotr J, Kolli, Kranthi K, Kumar, Amit, Pandey, Mohit, Maliakal, Gabriel, van Rosendael, Alexander R, Beecy, Ashley N, Berman, Daniel S, Leipsic, Jonathan, Nieman, Koen, Andreini, Daniele, Pontone, Gianluca, Schoepf, U Joseph, Shaw, Leslee J, Chang, Hyuk-Jae, Narula, Jagat, Bax, Jeroen J, Guan, Yuanfang, Min, James K
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Published in European heart journal (21.06.2019)
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Triglyceride glucose index is an independent predictor for the progression of coronary artery calcification in the absence of heavy coronary artery calcification at baseline
Won, Ki-Bum, Park, Eun Ji, Han, Donghee, Lee, Ji Hyun, Choi, Su-Yeon, Chun, Eun Ju, Park, Sung Hak, Han, Hae-Won, Sung, Jidong, Jung, Hae Ok, Chang, Hyuk-Jae
Published in Cardiovascular diabetology (16.03.2020)
Published in Cardiovascular diabetology (16.03.2020)
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Atherogenic index of plasma and the risk of advanced subclinical coronary artery disease beyond traditional risk factors: An observational cohort study
Won, Ki‐Bum, Jang, Mi‐Hee, Park, Eun Ji, Park, Hyung‐Bok, Heo, Ran, Han, Donghee, Chang, Hyuk‐Jae
Published in Clinical cardiology (Mahwah, N.J.) (01.12.2020)
Published in Clinical cardiology (Mahwah, N.J.) (01.12.2020)
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Society of Cardiovascular Computed Tomography / North American Society of Cardiovascular Imaging – Expert Consensus Document on Coronary CT Imaging of Atherosclerotic Plaque
Shaw, Leslee J., Blankstein, Ron, Bax, Jeroen J., Ferencik, Maros, Bittencourt, Marcio Sommer, Min, James K., Berman, Daniel S., Leipsic, Jonathon, Villines, Todd C., Dey, Damini, Al’Aref, Subhi, Williams, Michelle C, Lin, Fay, Baskaran, Lohendran, Litt, Harold, Litmanovich, Diana, Cury, Ricardo, Gianni, Umberto, van den Hoogen, Inge, R. van Rosendael, Alexander, Budoff, Matthew, Chang, Hyuk-Jae, E. Hecht, Harvey, Feuchtner, Gudrun, Ahmadi, Amir, Ghoshajra, Brian B., Newby, David, Chandrashekhar, Y.S., Narula, Jagat
Published in Journal of cardiovascular computed tomography (01.03.2021)
Published in Journal of cardiovascular computed tomography (01.03.2021)
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CT Angiographic and Plaque Predictors of Functionally Significant Coronary Disease and Outcome Using Machine Learning
Yang, Seokhun, Koo, Bon-Kwon, Hoshino, Masahiro, Lee, Joo Myung, Murai, Tadashi, Park, Jiesuck, Zhang, Jinlong, Hwang, Doyeon, Shin, Eun-Seok, Doh, Joon-Hyung, Nam, Chang-Wook, Wang, Jianan, Chen, Shaoliang, Tanaka, Nobuhiro, Matsuo, Hitoshi, Akasaka, Takashi, Choi, Gilwoo, Petersen, Kersten, Chang, Hyuk-Jae, Kakuta, Tsunekazu, Narula, Jagat
Published in JACC. Cardiovascular imaging (01.03.2021)
Published in JACC. Cardiovascular imaging (01.03.2021)
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Safety and effectiveness of ambrisentan in real clinical practice in pulmonary arterial hypertension: Results from the Korean post-marketing surveillance
Jeon, Kina, Yoo, Sang-Bae, Lee, Yoonhee, Lee, Eun-Bin, Kim, Hyung-Kwan, Chang, Hyuk-Jae, Chang, Sung-A
Published in Pharmacoepidemiology and drug safety (01.12.2023)
Published in Pharmacoepidemiology and drug safety (01.12.2023)
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Automatic aortic valve landmark localization in coronary CT angiography using colonial walk
Al, Walid Abdullah, Jung, Ho Yub, Yun, Il Dong, Jang, Yeonggul, Park, Hyung-Bok, Chang, Hyuk-Jae
Published in PloS one (25.07.2018)
Published in PloS one (25.07.2018)
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Prognostic value of left atrial volume index in patients with rheumatic mitral stenosis
Cho, In‐Jeong, Jeong, Hyeonju, Chang, Hyuk‐Jae
Published in Clinical cardiology (Mahwah, N.J.) (01.03.2021)
Published in Clinical cardiology (Mahwah, N.J.) (01.03.2021)
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Independent association of serum uric acid levels with arterial stiffness in the absence of established cardiovascular disorders
Kang, Hyeon Hui, Won, Ki‐Bum, Heo, Ran, Han, Donghee, Chang, Hyuk‐Jae
Published in International journal of clinical practice (Esher) (01.03.2021)
Published in International journal of clinical practice (Esher) (01.03.2021)
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Development of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide database
Kim, Ji Hoon, Choi, Arom, Kim, Min Joung, Hyun, Heejung, Kim, Sunhee, Chang, Hyuk-Jae
Published in Scientific reports (16.12.2022)
Published in Scientific reports (16.12.2022)
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Increased risk of atherosclerotic cardiovascular disease among patients with psoriasis in Korea: A 15‐year nationwide population‐based cohort study
Jung, Keum Ji, Kim, Tae‐Gyun, Lee, Jae Won, Lee, Minseok, Oh, Jongwook, Lee, Sang‐Eun, Chang, Hyuk‐Jae, Jee, Sun Ha, Lee, Min‐Geol
Published in Journal of dermatology (01.10.2019)
Published in Journal of dermatology (01.10.2019)
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Coronary Computed Tomography Angiography as a Screening Tool for the Detection of Occult Coronary Artery Disease in Asymptomatic Individuals
Choi, Eue-Keun, MD, Choi, Sang Il, MD, Rivera, Juan J., MD, Nasir, Khurram, MD, Chang, Sung-A., MD, Chun, Eun Ju, MD, Kim, Hyung-Kwan, MD, Choi, Dong-Joo, MD, Blumenthal, Roger S., MD, Chang, Hyuk-Jae, MD, PhD
Published in Journal of the American College of Cardiology (29.07.2008)
Published in Journal of the American College of Cardiology (29.07.2008)
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Atherogenic index of plasma and the risk of rapid progression of coronary atherosclerosis beyond traditional risk factors
Won, Ki-Bum, Heo, Ran, Park, Hyung-Bok, Lee, Byoung Kwon, Lin, Fay Y., Hadamitzky, Martin, Kim, Yong-Jin, Sung, Ji Min, Conte, Edoardo, Andreini, Daniele, Pontone, Gianluca, Budoff, Matthew J., Gottlieb, Ilan, Chun, Eun Ju, Cademartiri, Filippo, Maffei, Erica, Marques, Hugo, de Araújo Gonçalves, Pedro, Leipsic, Jonathon A., Lee, Sang-Eun, Shin, Sanghoon, Choi, Jung Hyun, Virmani, Renu, Samady, Habib, Chinnaiyan, Kavitha, Berman, Daniel S., Narula, Jagat, Shaw, Leslee J., Bax, Jeroen J., Min, James K., Chang, Hyuk-Jae
Published in Atherosclerosis (01.05.2021)
Published in Atherosclerosis (01.05.2021)
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Impact of Arterial Load and Loading Sequence on Left Ventricular Tissue Velocities in Humans
Borlaug, Barry A., MD, Melenovsky, Vojtech, MD, PhD, Redfield, Margaret M., MD, FACC, Kessler, Kristy, RN, BSN, Chang, Hyuk-Jae, MD, PhD, Abraham, Theodore P., MD, FACC, Kass, David A., MD, FACC
Published in Journal of the American College of Cardiology (16.10.2007)
Published in Journal of the American College of Cardiology (16.10.2007)
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Demographics, treatment trends, and survival rate in incident pulmonary artery hypertension in Korea: A nationwide study based on the health insurance review and assessment service database
Song, Shinjeong, Lee, Sang-Eun, Oh, Sang Kwon, Jeon, Seong A, Sung, Ji Min, Park, Jae-Hyeong, Chang, Hyuk-Jae
Published in PloS one (19.12.2018)
Published in PloS one (19.12.2018)
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Incremental prognostic value of triglyceride glucose index additional to coronary artery calcium score in asymptomatic low-risk population
Song, Shinjeong, Choi, Su-Yeon, Park, Hyo Eun, Han, Hae-Won, Park, Sung Hak, Sung, Jidong, Jung, Hae Ok, Sung, Ji Min, Chang, Hyuk-Jae
Published in Cardiovascular diabetology (23.09.2022)
Published in Cardiovascular diabetology (23.09.2022)
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Quantification of Coronary Atherosclerosis in the Assessment of Coronary Artery Disease
Lee, Sang-Eun, Sung, Ji Min, Rizvi, Asim, Lin, Fay Y, Kumar, Amit, Hadamitzky, Martin, Kim, Yong-Jin, Conte, Edoardo, Andreini, Daniele, Pontone, Gianluca, Budoff, Matthew J, Gottlieb, Ilan, Lee, Byoung Kwon, Chun, Eun Ju, Cademartiri, Filippo, Maffei, Erica, Marques, Hugo, Leipsic, Jonathon A, Shin, Sanghoon, Hyun Choi, Jung, Chinnaiyan, Kavitha, Raff, Gilbert, Virmani, Renu, Samady, Habib, Stone, Peter H, Berman, Daniel S, Narula, Jagat, Shaw, Leslee J, Bax, Jeroen J, Min, James K, Chang, Hyuk-Jae
Published in Circulation. Cardiovascular imaging (01.07.2018)
Published in Circulation. Cardiovascular imaging (01.07.2018)
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