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Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography

Nipun Manral, Andrew Lin, Caroline Park, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan C. Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash D. Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen J. Nicholls, Dennis T. Wong, Daniel S. Berman, Marc R. Dweck, David E. Newby, Michelle C. Williams, Piotr J. Slomka, Damini Dey. Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography. In Olivier Colliot, Ivana Isgum, editors, Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023. Volume 12464 of SPIE Proceedings, SPIE, 2023. [doi]

@inproceedings{ManralLPMKMKPRG23,
  title = {Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography},
  author = {Nipun Manral and Andrew Lin and Caroline Park and Priscilla McElhinney and Aditya Killekar and Hidenari Matsumoto and Jacek Kwiecinski and Konrad Pieszko and Aryabod Razipour and Kajetan Grodecki and Mhairi Doris and Alan C. Kwan and Donghee Han and Keiichiro Kuronuma and Guadalupe Flores Tomasino and Evangelos Tzolos and Aakash D. Shanbhag and Markus Goeller and Mohamed Marwan and Sebastien Cadet and Stephen Achenbach and Stephen J. Nicholls and Dennis T. Wong and Daniel S. Berman and Marc R. Dweck and David E. Newby and Michelle C. Williams and Piotr J. Slomka and Damini Dey},
  year = {2023},
  doi = {10.1117/12.2655556},
  url = {https://doi.org/10.1117/12.2655556},
  researchr = {https://researchr.org/publication/ManralLPMKMKPRG23},
  cites = {0},
  citedby = {0},
  booktitle = {Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023},
  editor = {Olivier Colliot and Ivana Isgum},
  volume = {12464},
  series = {SPIE Proceedings},
  publisher = {SPIE},
  isbn = {9781510660342},
}
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