All Relations between semantics and cnn
| Publication | Sentence | Publish Date | Extraction Date | Species |
|---|---|---|---|---|
| Haodi Li, Qingcai Chen, Buzhou Tang, Xiaolong Wang, Hua Xu, Baohua Wang, Dong Huan. CNN-based ranking for biomedical entity normalization. BMC bioinformatics. vol 18. issue Suppl 11. 2018-01-19. PMID:28984180. | in this paper, we introduce a novel convolutional neural network (cnn) architecture that regards biomedical entity normalization as a ranking problem and benefits from semantic information of biomedical entities. | 2018-01-19 | 2023-08-13 | Not clear |
| Ashnil Kumar, Jinman Kim, David Lyndon, Michael Fulham, Dagan Fen. An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification. IEEE journal of biomedical and health informatics. vol 21. issue 1. 2017-11-16. PMID:28114041. | we hypothesise that different cnn architectures learn different levels of semantic image representation and thus an ensemble of cnns will enable higher quality features to be extracted. | 2017-11-16 | 2023-08-13 | Not clear |