Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction

Jacek Kwiecinski; Evangelos Tzolos; Mohammed Meah; Sebastien Cadet; Philip D Adamson; Kajetan  Grodecki; Nikhil V Joshi; Michelle C Williams; Edwin J R  van Beek; Daniel S. Berman; David E Newby; Damini Dey; Marc R Dweck; Piotr J Slomka

doi:10.2967/jnumed.121.262283

Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction

Jacek Kwiecinski, Evangelos Tzolos, Mohammed Meah, Sebastien Cadet, Philip D Adamson, Kajetan Grodecki, Nikhil V Joshi, Michelle C Williams, Edwin J R van Beek, Daniel S. Berman, David E Newby, Damini Dey, Marc R Dweck, Piotr J Slomka

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Journal of Nuclear Medicine
Early online date	23 Apr 2021
DOIs	https://doi.org/10.2967/jnumed.121.262283
Publication status	E-pub ahead of print - 23 Apr 2021

Access to Document

10.2967/jnumed.121.262283Licence: Creative Commons: Attribution (CC-BY)

CMA and APQ ML JNM finalAccepted author manuscript, 2.67 MB

Edinburgh Imaging Facility
Anne Grant (Manager), Edwin van Beek (Manager) & Scott Semple (Manager)
Deanery of Clinical Sciences
Facility/equipment: Facility

Cite this

Kwiecinski, J., Tzolos, E., Meah, M., Cadet, S., Adamson, P. D., Grodecki, K., Joshi, N. V., Williams, M. C., van Beek, E. J. R., Berman, D. S., Newby, D. E., Dey, D., Dweck, M. R., & Slomka, P. J. (2021). Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction. Journal of Nuclear Medicine. https://doi.org/10.2967/jnumed.121.262283

@article{aa9d7eb9b9dc4fc88a2415df6c5456e7,

title = "Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction",

author = "Jacek Kwiecinski and Evangelos Tzolos and Mohammed Meah and Sebastien Cadet and Adamson, {Philip D} and Kajetan Grodecki and Joshi, {Nikhil V} and Williams, {Michelle C} and {van Beek}, {Edwin J R} and Berman, {Daniel S.} and Newby, {David E} and Damini Dey and Dweck, {Marc R} and Slomka, {Piotr J}",

year = "2021",

month = apr,

day = "23",

doi = "10.2967/jnumed.121.262283",

language = "English",

journal = "Journal of Nuclear Medicine",

issn = "0161-5505",

publisher = "Society of Nuclear Medicine Inc.",

}

Kwiecinski, J, Tzolos, E, Meah, M, Cadet, S, Adamson, PD, Grodecki, K, Joshi, NV, Williams, MC , van Beek, EJR, Berman, DS, Newby, DE, Dey, D, Dweck, MR & Slomka, PJ 2021, 'Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction', Journal of Nuclear Medicine. https://doi.org/10.2967/jnumed.121.262283

TY - JOUR

T1 - Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction

AU - Kwiecinski, Jacek

AU - Tzolos, Evangelos

AU - Meah, Mohammed

AU - Cadet, Sebastien

AU - Adamson, Philip D

AU - Grodecki, Kajetan

AU - Joshi, Nikhil V

AU - Williams, Michelle C

AU - van Beek, Edwin J R

AU - Berman, Daniel S.

AU - Newby, David E

AU - Dey, Damini

AU - Dweck, Marc R

AU - Slomka, Piotr J

PY - 2021/4/23

Y1 - 2021/4/23

U2 - 10.2967/jnumed.121.262283

DO - 10.2967/jnumed.121.262283

M3 - Article

SN - 0161-5505

JO - Journal of Nuclear Medicine

JF - Journal of Nuclear Medicine

ER -

Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction

Access to Document

Equipment

Edinburgh Imaging Facility

Cite this