Validation of the myocardial-ischaemic-injury-index machine learning algorithm to guide the diagnosis of myocardial infarction in a heterogenous population: a prespecified exploratory analysis

Dimitrios Doudesis, Kuan Ken Lee, Jason Yang, Ryan Wereski, Anoop S V Shah, Athanasios Tsanas, Atul Anand, John W Pickering, Martin P Than, Nicholas L Mills, Nicholas L Mills, Fiona E Strachan, Christopher Tuck, Anoop SV Shah, Atul Anand, Andrew R Chapman, Amy V Ferry, Kuan Ken Lee, Dimitrios Doudesis, Anda Bularga, Ryan Wereski, Caelan Taggart, Matthew TH Lowry, Filip Mendusic, Dorien M Kimenai, Dennis Sandeman, Philip D Adamson, Catherine L Stables, Catalina A Vallejos, Athanasios Tsanas, Lucy Marshall, Stacey D Stewart, Takeshi Fujisawa, Mischa Hautvast, Jean McPherson, Lynn McKinlay, Ian Ford, David E Newby, Keith AA Fox, Colin Berry, Simon Walker, Christopher J Weir, Alasdair Gray, Paul O Collinson, Fred S Apple, Alan Reid, Anne Cruikshank, Iain Findlay, Shannon Amoils, David A McAllister, Donogh Maguire, Jennifer Stevens, John Norrie, Jack PM Andrews, Alastair Moss, Mohamed S Anwar, John Hung, Jonathan Malo, Colin Fischbacher, Bernard L Croal, Stephen J Leslie, Catriona Keerie, Richard A Parker, Allan Walker, Ronnie Harkess, Tony Wackett, Roma Armstrong, Laura Stirling, Claire MacDonald, Imran Sadat, Frank Finlay, Heather Charles, Pamela Linksted, Stephen Young, Bill Alexander, Chris Duncan

Open source

DOI
10.1016/s2589-7500(22)00025-5
Published
2022-05
Container
The Lancet Digital Health
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/s2589-7500-22-00025-5,
  title = {Validation of the myocardial-ischaemic-injury-index machine learning algorithm to guide the diagnosis of myocardial infarction in a heterogenous population: a prespecified exploratory analysis},
  author = {Dimitrios Doudesis and Kuan Ken Lee and Jason Yang and Ryan Wereski and Anoop S V Shah and Athanasios Tsanas and Atul Anand and John W Pickering and Martin P Than and Nicholas L Mills and Nicholas L Mills and Fiona E Strachan and Christopher Tuck and Anoop SV Shah and Atul Anand and Andrew R Chapman and Amy V Ferry and Kuan Ken Lee and Dimitrios Doudesis and Anda Bularga and Ryan Wereski and Caelan Taggart and Matthew TH Lowry and Filip Mendusic and Dorien M Kimenai and Dennis Sandeman and Philip D Adamson and Catherine L Stables and Catalina A Vallejos and Athanasios Tsanas and Lucy Marshall and Stacey D Stewart and Takeshi Fujisawa and Mischa Hautvast and Jean McPherson and Lynn McKinlay and Ian Ford and David E Newby and Keith AA Fox and Colin Berry and Simon Walker and Christopher J Weir and Alasdair Gray and Paul O Collinson and Fred S Apple and Alan Reid and Anne Cruikshank and Iain Findlay and Shannon Amoils and David A McAllister and Donogh Maguire and Jennifer Stevens and John Norrie and Jack PM Andrews and Alastair Moss and Mohamed S Anwar and John Hung and Jonathan Malo and Colin Fischbacher and Bernard L Croal and Stephen J Leslie and Catriona Keerie and Richard A Parker and Allan Walker and Ronnie Harkess and Tony Wackett and Roma Armstrong and Laura Stirling and Claire MacDonald and Imran Sadat and Frank Finlay and Heather Charles and Pamela Linksted and Stephen Young and Bill Alexander and Chris Duncan},
  year = {2022},
  journal = {The Lancet Digital Health},
  doi = {10.1016/s2589-7500(22)00025-5},
  url = {https://doi.org/10.1016/s2589-7500(22)00025-5}
}

RIS

TY  - JOUR
TI  - Validation of the myocardial-ischaemic-injury-index machine learning algorithm to guide the diagnosis of myocardial infarction in a heterogenous population: a prespecified exploratory analysis
AU  - Dimitrios Doudesis
AU  - Kuan Ken Lee
AU  - Jason Yang
AU  - Ryan Wereski
AU  - Anoop S V Shah
AU  - Athanasios Tsanas
AU  - Atul Anand
AU  - John W Pickering
AU  - Martin P Than
AU  - Nicholas L Mills
AU  - Nicholas L Mills
AU  - Fiona E Strachan
AU  - Christopher Tuck
AU  - Anoop SV Shah
AU  - Atul Anand
AU  - Andrew R Chapman
AU  - Amy V Ferry
AU  - Kuan Ken Lee
AU  - Dimitrios Doudesis
AU  - Anda Bularga
AU  - Ryan Wereski
AU  - Caelan Taggart
AU  - Matthew TH Lowry
AU  - Filip Mendusic
AU  - Dorien M Kimenai
AU  - Dennis Sandeman
AU  - Philip D Adamson
AU  - Catherine L Stables
AU  - Catalina A Vallejos
AU  - Athanasios Tsanas
AU  - Lucy Marshall
AU  - Stacey D Stewart
AU  - Takeshi Fujisawa
AU  - Mischa Hautvast
AU  - Jean McPherson
AU  - Lynn McKinlay
AU  - Ian Ford
AU  - David E Newby
AU  - Keith AA Fox
AU  - Colin Berry
AU  - Simon Walker
AU  - Christopher J Weir
AU  - Alasdair Gray
AU  - Paul O Collinson
AU  - Fred S Apple
AU  - Alan Reid
AU  - Anne Cruikshank
AU  - Iain Findlay
AU  - Shannon Amoils
AU  - David A McAllister
AU  - Donogh Maguire
AU  - Jennifer Stevens
AU  - John Norrie
AU  - Jack PM Andrews
AU  - Alastair Moss
AU  - Mohamed S Anwar
AU  - John Hung
AU  - Jonathan Malo
AU  - Colin Fischbacher
AU  - Bernard L Croal
AU  - Stephen J Leslie
AU  - Catriona Keerie
AU  - Richard A Parker
AU  - Allan Walker
AU  - Ronnie Harkess
AU  - Tony Wackett
AU  - Roma Armstrong
AU  - Laura Stirling
AU  - Claire MacDonald
AU  - Imran Sadat
AU  - Frank Finlay
AU  - Heather Charles
AU  - Pamela Linksted
AU  - Stephen Young
AU  - Bill Alexander
AU  - Chris Duncan
PY  - 2022
JO  - The Lancet Digital Health
DO  - 10.1016/s2589-7500(22)00025-5
UR  - https://doi.org/10.1016/s2589-7500(22)00025-5
ER  - 

APA

Doudesis, D., Lee, K. K., Yang, J., Wereski, R., Shah, A. S. V., Tsanas, A., Anand, A., Pickering, J. W., Than, M. P., Mills, N. L., Mills, N. L., Strachan, F. E., Tuck, C., Shah, A. S., Anand, A., Chapman, A. R., Ferry, A. V., Lee, K. K., Doudesis, D., Bularga, A., Wereski, R., Taggart, C., Lowry, M. T., Mendusic, F., Kimenai, D. M., Sandeman, D., Adamson, P. D., Stables, C. L., Vallejos, C. A., Tsanas, A., Marshall, L., Stewart, S. D., Fujisawa, T., Hautvast, M., McPherson, J., McKinlay, L., Ford, I., Newby, D. E., Fox, K. A., Berry, C., Walker, S., Weir, C. J., Gray, A., Collinson, P. O., Apple, F. S., Reid, A., Cruikshank, A., Findlay, I., Amoils, S., McAllister, D. A., Maguire, D., Stevens, J., Norrie, J., Andrews, J. P., Moss, A., Anwar, M. S., Hung, J., Malo, J., Fischbacher, C., Croal, B. L., Leslie, S. J., Keerie, C., Parker, R. A., Walker, A., Harkess, R., Wackett, T., Armstrong, R., Stirling, L., MacDonald, C., Sadat, I., Finlay, F., Charles, H., Linksted, P., Young, S., Alexander, B., & Duncan, C. (2022). Validation of the myocardial-ischaemic-injury-index machine learning algorithm to guide the diagnosis of myocardial infarction in a heterogenous population: a prespecified exploratory analysis. The Lancet Digital Health. https://doi.org/10.1016/s2589-7500(22)00025-5

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