Gurpreet Singh
机构: Senior Director, Head of Applied Machine Learning
每年引用次数
引用次数
引用: 1,440
H-指数: 15
I10-指数 : 19
出版物: 15
UTILITY OF CAC VOLUME FOR PREDICTION OF 10-YEAR CVD MORTALITY WITH A MODEL-AGNOSTIC INTERPRETATION OF MACHINE LEARNING: THE CAC CONSORTIUM
Alexander van Rosendael , Inge J. van den Hoogen , Seamus P. Whelton , Fay Lin
Journal of the American College of Cardiology 75 1952
2020
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
Diagnostics (Basel, Switzerland) 11 ( 2) 215
1
2021
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
Mohit Pandey , Zhuoran Xu , Evan Sholle , Gabriel Maliakal
PLOS ONE 15 ( 7)
2020
Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation.
Gurpreet Singh , Yasin Hussain , Zhuoran Xu , Evan Sholle
PLOS ONE 15 ( 9)
2
2020
A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTA
Subhi J Al’Aref , Gurpreet Singh , Jeong W Choi , Zhuoran Xu
Jacc-cardiovascular Imaging 13 ( 10) 2162 -2173
28
2020
Review of Image Registration in Medical Robotics and Intelligent Systems: Fundamentals and Applications
Jun Liu , Gurpreet Singh , Subhi Al'Aref , Benjamin Lee
Advanced Intelligent Systems
24
2019
Artificial Intelligence in Clinical Imaging: Potential for Optimization of Workflow
Anna Starikov , Subhi J. Al'Aref , Gurpreet Singh , James K. Min
Clinical Imaging ( ISSN 0899-7071)
4
2018
Natural language processing to predict properties of proteins
Ahmed Essaghir , Gurpreet Singh , Paul Smyth
2024
Natural language processing to predict properties of proteins
Gurpreet Singh , Ahmed Essaghir , Paul Smyth , BAL Matthias
2023
End-to-End Deep Learning Based Segmentation of Coronary Artery Calcium using Non-Contrast CTs
Lohendran Baskaran , Gurpreet Singh , Gabriel Maliakal , Benjamin C. Lee
14th Annual Scientific Meeting of the Society of Cardiovascular Computed Tomography
2019
Automated Diagnosis of Echocardiographic Views Using Deep Learning: P2-39
Gurpreet Singh , Gabriel Maliakal , Subhi Al‘Aref , Aeshita Dwivedi
Journal of the American Society of Echocardiography 31 ( 6)
2018
Algorithm for Image-based Biomarker Detection for Differential Diagnosis of Neurodegenerative diseases : A study on Parkinson disease
Gurpreet Singh , Lakshminarayanan Samavedham
6th models of physiology and disease symposium
2014
Machine Learning in Cardiovascular Medicine
Subhi J Al'Aref , Gurpreet Singh , Lohendran Baskaran , Dimitri Metaxas
ISBN:978012820739 1 1 -454
10
2020
Registration of fluoroscopy andCT images for Augmented Reality Assisted Percutaneous Cardiac Interventions
Liu Jun , Singh Gurpreet , Al’Aref Subhi. J. , Caprio Alexandre
40th International Conference IEEE Engineering in Medicine and Biology Society
2018
Mass spectrometry based lipid(ome) analyzer and molecular platform
Singh Gurpreet , Sabareesh Vartharajan
National conference on Biopharmaceuticals and Healthcare
2011