Publications by authors named "Chunrong Gao"
Serotonin (5-hydroxytryptamine, 5-HT) is a pivotal monoamine neurotransmitter, which is widely distributed in human brain for biological, physical and psychopathological processes. The content of 5-HT can support diagnose of various diseases. To selectively detect 5-HT is very important in clinical medicine.
View Article and Find Full Text PDFThis article proposes a new, to the best of our knowledge, separate absorption and multiplication (SAM) APD based on GaN/β-GaO heterojunction with high gains. The proposed APD achieved a high gain of 1.93 × 10.
View Article and Find Full Text PDFA weakly supervised method for named entity recognition of Chinese electronic medical records.
Med Biol Eng Comput
October 2023
Article Synopsis
- The Chinese medical natural language processing field struggles with training accurate entity recognition models due to limited high-quality labeled data.
- To address this, researchers propose a joint training model called MCBERT-GCN-CRF, along with a 5-step framework named CM-NER, which improves recall and accuracy by reducing noise from weakly labeled data.
- Their approach outperforms traditional models and achieved an F1 score of 86.29% on the CCKS-2019 dataset, showcasing the potential of using unlabeled data for better named entity recognition in healthcare.