BenjaminCLeeMD

PubMed

• 2 citations
  Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium.
  Han, D., Fay Y Lin, Benjamin P Goebel, Benjamin C Lee, Yao Lu, Lohendran Baskaran, Yeonyee E Yoon, Gabriel Thomas Maliakal, Umberto Gianni, A Maxim Bax, Partho P Sengu...> ;Journal of Cardiovascular Computed Tomography. 2022 Nov 12
• 12 citations
  Current and Future Applications of Artificial Intelligence in Coronary Artery Disease.
  Nitesh Gautam, Prachi Saluja, Abdallah Malkawi, Mark G Rabbat, Mouaz H Al-Mallah, Gianluca Pontone, Yiye Zhang, Benjamin C Lee, Subhi J Al'Aref> ;Healthcare. 2022 Jan 26
• 2 citations
  Plaque Character and Progression According to the Location of Coronary Atherosclerotic Plaque.
  Han, D., A. Maxim Bax, Yeonyee E. Yoon, Umberto Gianni, Xiaoyue Ma, Yao Lu, Benjamin C. Lee, Benjamin Goebel, Donghee Han, Sang Eun Lee, Ji Min Sung, Daniele Andreini,...> ;The American Journal of Cardiology. 2021 Nov 1
• 10 citations
  Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data
  Yeonyee E. Yoon, Lohendran Baskaran, Benjamin C. Lee, Mohit Pandey, Benjamin Goebel, Sang Eun Lee, Ji Min Sung, Daniele Andreini, Mouaz H. Al-Mallah, Matthew J. Budoff...> ;Scientific Reports. 2021 Aug 24
• 2 citations
  Cardiac 15 O-water PET: Does mismatched attenuation correction not matter?
  Benjamin C. Lee> ;Journal of Nuclear Cardiology. 2021 Mar 9
• 5 citations
  End-to-end, pixel-wise vessel-specific coronary and aortic calcium detection and scoring using deep learning
  Gurpreet Singh, Subhi J. Al'Aref, Benjamin C. Lee, Jing Kai Lee, Swee Yaw Tan, Fay Y. Lin, Hyuk Jae Chang, Leslee J. Shaw, Lohendran Baskaran> ;Diagnostics. 2021 Feb 2
• 6 citations
  Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure
  Ashley Beecy, Manasa Gummalla, Evan Sholle, Zhuoran Xu, Yiye Zhang, Kelly Michalak, Kristina Dolan, Yasin Hussain, Benjamin C. Lee, Yongkang Zhang, Parag Goyal, Thomas...> ;Cardiovascular Digital Health Journal. 2020 Sep 1
• 11 citations
  Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An explorator...
  Han, D., Lohendran Baskaran, Xiaohan Ying, Zhuoran Xu, Subhi J. Al'Aref, Benjamin C. Lee, Sang Eun Lee, Ibrahim Danad, Hyung Bok Park, Ravi Bathina, Andrea Baggiano, V...> ;Plos One. 2020 Jun 25
• 16 citations
  Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning.
  Lohendran Baskaran, Subhi J. Al'Aref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong W. Choi, Sang Eun Lee, Ji Min Sung, Fay Y. Lin, Simon Dunham, Bobak Mosadegh...> ;Plos One. 2020 May 6
• 35 citations
  Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method
  Han, D., Lohendran Baskaran, Gabriel Maliakal, Subhi J. Al'Aref, Gurpreet Singh, Zhuoran Xu, Kelly Michalak, Kristina Dolan, Umberto Gianni, Alexander R. van Rosendael...> ;JACC. Cardiovascular Imaging. 2020 May 1
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