Publications by authors named "Yongjie Ning"
Feature selection is to obtain effective features from data, also known as feature engineering. Traditional feature selection and predictive model learning are separated, and there is a problem of inconsistency of criteria. This paper presents an end-to-end feature selection and diagnosis method that organically unifies feature expression learning and machine prediction learning into one model.
View Article and Find Full Text PDFArticle Synopsis
- Chemoresistance is a major challenge in treating gastric cancer, and the long noncoding RNA PVT1 has been linked to this resistance in multiple cancers, including gastric cancer.
- The study aimed to explore how PVT1 contributes to resistance against the chemotherapy drug cisplatin and involved various assays to evaluate gene expression and cellular behaviors in resistant cancer cells.
- Findings revealed that higher levels of PVT1 and TBL1XR1 are associated with drug resistance, while downregulating PVT1 or miR-3619-5p can increase sensitivity to cisplatin and inhibit tumor growth by impacting cell viability and expressing drug-resistant proteins.
As the application of a coal mine Internet of Things (IoT), mobile measurement devices, such as intelligent mine lamps, cause moving measurement data to be increased. How to transmit these large amounts of mobile measurement data effectively has become an urgent problem. This paper presents a compressed sensing algorithm for the large amount of coal mine IoT moving measurement data based on a multi-hop network and total variation.
View Article and Find Full Text PDF