Title | ||
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MediMLP: Using Grad-CAM to Extract Principal Variables for Lung Cancer Postoperative Complication Prediction. |
Abstract | ||
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Lung cancer postoperative complication prediction (PCP) is significant for decreasing the perioperative mortality rate after lung cancer surgery. In this paper we concentrate on two PCP tasks: (1) the binary classification for predicting whether a patient will have postoperative complications; and (2) the three-class multi-label classification for predicting which postoperative complication a pati... |
Year | DOI | Venue |
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2020 | 10.1109/JBHI.2019.2949601 | IEEE Journal of Biomedical and Health Informatics |
Keywords | DocType | Volume |
Task analysis,Lung,Surgery,Biomedical imaging,Visualization | Journal | 24 |
Issue | ISSN | Citations |
6 | 2168-2194 | 2 |
PageRank | References | Authors |
0.38 | 0 | 8 |
Name | Order | Citations | PageRank |
---|---|---|---|
Tao He | 1 | 29 | 8.65 |
Jixiang Guo | 2 | 13 | 5.29 |
Nan Chen | 3 | 2 | 0.38 |
Xiuyuan Xu | 4 | 2 | 1.39 |
Zihuai Wang | 5 | 2 | 0.72 |
Kaiyu Fu | 6 | 2 | 0.38 |
Liu Lunxu | 7 | 3 | 2.75 |
Zhang Yi | 8 | 356 | 37.14 |