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Author/Creator Manral, Nipun

1. Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study. Issue 4 (April 2022)

Authors:
Lin, Andrew; Manral, Nipun; McElhinney, Priscilla; Killekar, Aditya; Matsumoto, Hidenari; Kwiecinski, Jacek; Pieszko, Konrad; Razipour, Aryabod; Grodecki, Kajetan; Park, Caroline; Otaki, Yuka; Doris, Mhairi; Kwan, Alan C; Han, Donghee; Kuronuma, Keiichiro; Flores Tomasino, Guadalupe; Tzolos, Evan...
Journal:
Lancet
Issue:
Volume 4:Issue 4(2022)
Page Start:
e256
Record Type:
Journal Article
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2. Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry. (June 2022)

Authors:
Rios, Richard; Miller, Robert J.H.; Manral, Nipun; Sharir, Tali; Einstein, Andrew J.; Fish, Mathews B.; Ruddy, Terrence D.; Kaufmann, Philipp A.; Sinusas, Albert J.; Miller, Edward J.; Bateman, Timothy M.; Dorbala, Sharmila; Di Carli, Marcelo; Van Kriekinge, Serge D.; Kavanagh, Paul B.; Parekh, T...
Journal:
Computers in biology and medicine
Issue:
Volume 145(2022)
Page Start:
Record Type:
Journal Article
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3. Machine Learning From Quantitative Coronary Computed Tomography Angiography Predicts Fractional Flow Reserve–Defined Ischemia and Impaired Myocardial Blood Flow. (13th October 2022)

Authors:
Lin, Andrew; van Diemen, Pepijn A.; Motwani, Manish; McElhinney, Priscilla; Otaki, Yuka; Han, Donghee; Kwan, Alan; Tzolos, Evangelos; Klein, Eyal; Kuronuma, Keiichiro; Grodecki, Kajetan; Shou, Benjamin; Rios, Richard; Manral, Nipun; Cadet, Sebastien; Danad, Ibrahim; Driessen, Roel S.; Berman, Dan...
Journal:
Circulation
Issue:
Volume 15:Number 10(2022)
Page Start:
e014369
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗