Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

M Motwani; D Dey; DS Berman; G Germano; S Achenbach; MH Al-Mallah; D Andreini; MJ Budoff; F. Cademartiri; TQ Callister; HJ Chang; K Chinnaiyan; BJW Chow; RC Cury; A Delago; M Gomez; H Gransar; M Hadamitzky; J Hausleiter; N Hindoyan; G Feuchtner; PA Kaufmann; YJ Kim; J Leipsic; FY Lin; E Maffei; H Marques; G Pontone; G Raff; R Rubinshtein; LJ Shaw; J Stehli; TC Villines; A Dunning; JK Min; PJ Slomka

doi:10.1093/eurheartj/ehw188

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

M Motwani, D Dey, DS Berman, G Germano, S Achenbach, MH Al-Mallah, D Andreini, MJ Budoff, F. Cademartiri, TQ Callister, HJ Chang, K Chinnaiyan, BJW Chow, RC Cury, A Delago, M Gomez, H Gransar, M Hadamitzky, J Hausleiter, N HindoyanG Feuchtner, PA Kaufmann, YJ Kim, J Leipsic, FY Lin, E Maffei, H Marques, G Pontone, G Raff, R Rubinshtein, LJ Shaw, J Stehli, TC Villines, A Dunning, JK Min, PJ Slomka

Radiology & Nuclear Medicine

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

319 Citations (Scopus)

Original language	Undefined/Unknown
Pages (from-to)	500-507
Number of pages	8
Journal	European Heart Journal
Volume	38
Issue number	7
DOIs	https://doi.org/10.1093/eurheartj/ehw188
Publication status	Published - 2017

Access to Document

10.1093/eurheartj/ehw188

http://hdl.handle.net/1765/98921

Cite this

Motwani, M., Dey, D., Berman, DS., Germano, G., Achenbach, S., Al-Mallah, MH., Andreini, D., Budoff, MJ., Cademartiri, F., Callister, TQ., Chang, HJ., Chinnaiyan, K., Chow, BJW., Cury, RC., Delago, A., Gomez, M., Gransar, H., Hadamitzky, M., Hausleiter, J., ... Slomka, PJ. (2017). Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis. European Heart Journal, 38(7), 500-507. https://doi.org/10.1093/eurheartj/ehw188

Motwani, M ; Dey, D ; Berman, DS ; Germano, G ; Achenbach, S ; Al-Mallah, MH ; Andreini, D ; Budoff, MJ ; Cademartiri, F. ; Callister, TQ ; Chang, HJ ; Chinnaiyan, K ; Chow, BJW ; Cury, RC ; Delago, A ; Gomez, M ; Gransar, H ; Hadamitzky, M ; Hausleiter, J ; Hindoyan, N ; Feuchtner, G ; Kaufmann, PA ; Kim, YJ ; Leipsic, J ; Lin, FY ; Maffei, E ; Marques, H ; Pontone, G ; Raff, G ; Rubinshtein, R ; Shaw, LJ ; Stehli, J ; Villines, TC ; Dunning, A ; Min, JK ; Slomka, PJ. / Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis. In: European Heart Journal. 2017 ; Vol. 38, No. 7. pp. 500-507.

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title = "Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis",

author = "M Motwani and D Dey and DS Berman and G Germano and S Achenbach and MH Al-Mallah and D Andreini and MJ Budoff and F. Cademartiri and TQ Callister and HJ Chang and K Chinnaiyan and BJW Chow and RC Cury and A Delago and M Gomez and H Gransar and M Hadamitzky and J Hausleiter and N Hindoyan and G Feuchtner and PA Kaufmann and YJ Kim and J Leipsic and FY Lin and E Maffei and H Marques and G Pontone and G Raff and R Rubinshtein and LJ Shaw and J Stehli and TC Villines and A Dunning and JK Min and PJ Slomka",

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doi = "10.1093/eurheartj/ehw188",

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Motwani, M, Dey, D, Berman, DS, Germano, G, Achenbach, S, Al-Mallah, MH, Andreini, D, Budoff, MJ, Cademartiri, F, Callister, TQ, Chang, HJ, Chinnaiyan, K, Chow, BJW, Cury, RC, Delago, A, Gomez, M, Gransar, H, Hadamitzky, M, Hausleiter, J, Hindoyan, N, Feuchtner, G, Kaufmann, PA, Kim, YJ, Leipsic, J, Lin, FY, Maffei, E, Marques, H, Pontone, G, Raff, G, Rubinshtein, R, Shaw, LJ, Stehli, J, Villines, TC, Dunning, A, Min, JK & Slomka, PJ 2017, 'Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis', European Heart Journal, vol. 38, no. 7, pp. 500-507. https://doi.org/10.1093/eurheartj/ehw188

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis. / Motwani, M; Dey, D; Berman, DS; Germano, G; Achenbach, S; Al-Mallah, MH; Andreini, D; Budoff, MJ; Cademartiri, F.; Callister, TQ; Chang, HJ; Chinnaiyan, K; Chow, BJW; Cury, RC; Delago, A; Gomez, M; Gransar, H; Hadamitzky, M; Hausleiter, J; Hindoyan, N; Feuchtner, G; Kaufmann, PA; Kim, YJ; Leipsic, J; Lin, FY; Maffei, E; Marques, H; Pontone, G; Raff, G; Rubinshtein, R; Shaw, LJ; Stehli, J; Villines, TC; Dunning, A; Min, JK; Slomka, PJ.

In: European Heart Journal, Vol. 38, No. 7, 2017, p. 500-507.

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

TY - JOUR

T1 - Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

AU - Motwani, M

AU - Dey, D

AU - Berman, DS

AU - Germano, G

AU - Achenbach, S

AU - Al-Mallah, MH

AU - Andreini, D

AU - Budoff, MJ

AU - Cademartiri, F.

AU - Callister, TQ

AU - Chang, HJ

AU - Chinnaiyan, K

AU - Chow, BJW

AU - Cury, RC

AU - Delago, A

AU - Gomez, M

AU - Gransar, H

AU - Hadamitzky, M

AU - Hausleiter, J

AU - Hindoyan, N

AU - Feuchtner, G

AU - Kaufmann, PA

AU - Kim, YJ

AU - Leipsic, J

AU - Lin, FY

AU - Maffei, E

AU - Marques, H

AU - Pontone, G

AU - Raff, G

AU - Rubinshtein, R

AU - Shaw, LJ

AU - Stehli, J

AU - Villines, TC

AU - Dunning, A

AU - Min, JK

AU - Slomka, PJ

PY - 2017

Y1 - 2017

U2 - 10.1093/eurheartj/ehw188

DO - 10.1093/eurheartj/ehw188

M3 - Article

VL - 38

SP - 500

EP - 507

JO - European Heart Journal

JF - European Heart Journal

SN - 0195-668X

IS - 7

ER -