Literature DB >> 31734209

Machine Learning for Pretest Probability of Obstructive Coronary Stenosis in Symptomatic Patients.

Zhi-Hui Hou, Bin Lu, Zhen-Nan Li, Yun-Qiang An, Yang Gao, Wei-Hua Yin, Sen Liang, Rong-Guo Zhang.   

Abstract

Entities:  

Year:  2019        PMID： 31734209     DOI： 10.1016/j.jcmg.2019.07.030

Source DB:  PubMed          Journal:  JACC Cardiovasc Imaging        ISSN： 1876-7591


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  4 in total

1.  Diagnostic Accuracy and Generalizability of a Deep Learning-Based Fully Automated Algorithm for Coronary Artery Stenosis Detection on CCTA: A Multi-Centre Registry Study.

Authors:  Lixue Xu; Yi He; Nan Luo; Ning Guo; Min Hong; Xibin Jia; Zhenchang Wang; Zhenghan Yang
Journal:  Front Cardiovasc Med       Date:  2021-11-05

2.  A Comparison among Different Machine Learning Pretest Approaches to Predict Stress-Induced Ischemia at PET/CT Myocardial Perfusion Imaging.

Authors:  Rosario Megna; Mario Petretta; Roberta Assante; Emilia Zampella; Carmela Nappi; Valeria Gaudieri; Teresa Mannarino; Adriana D'Antonio; Roberta Green; Valeria Cantoni; Parthiban Arumugam; Wanda Acampa; Alberto Cuocolo
Journal:  Comput Math Methods Med       Date:  2021-11-27       Impact factor: 2.238

3.  Machine learning models of clinically relevant biomarkers for the prediction of stable obstructive coronary artery disease.

Authors:  Juntae Kim; Su Yeon Lee; Byung Hee Cha; Wonseop Lee; JiWung Ryu; Young Hak Chung; Dongmin Kim; Seong-Hoon Lim; Tae Soo Kang; Byoung-Eun Park; Myung-Yong Lee; Sungsoo Cho
Journal:  Front Cardiovasc Med       Date:  2022-07-19

4.  A Risk-Stratification Machine Learning Framework for the Prediction of Coronary Artery Disease Severity: Insights From the GESS Trial.

Authors:  Nikolaos Mittas; Fani Chatzopoulou; Konstantinos A Kyritsis; Christos I Papagiannopoulos; Nikoleta F Theodoroula; Andreas S Papazoglou; Efstratios Karagiannidis; Georgios Sofidis; Dimitrios V Moysidis; Nikolaos Stalikas; Anna Papa; Dimitrios Chatzidimitriou; Georgios Sianos; Lefteris Angelis; Ioannis S Vizirianakis
Journal:  Front Cardiovasc Med       Date:  2022-01-18
  4 in total

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