Publications by authors named "Kaifeng Su"
Article Synopsis
- Emotion recognition in conversation (ERC) involves interpreting human emotions by analyzing various contextual and multimodal data, but current research often neglects issues related to unimodal discrepancies and speaker dependencies.
- The paper introduces a new model called HiMul-LGG, which uses a hierarchical decision fusion approach to align different modalities and a local-global graph neural network to improve reliance on speaker-specific information.
- Testing on two datasets, IEMOCAP and MELD, shows that HiMul-LGG outperforms existing methods, with additional findings supporting the effectiveness of its design strategies.
Background: There is a controversy about whether surgery should proceed among metastatic pancreatic cancer (mPC) patients. A survival benefit was observed in mPC patients who underwent primary tumor resection; however, determining which patients would benefit from surgery is complex. For this purpose, we created a model to identify mPC patients who may benefit from primary tumor excision.
View Article and Find Full Text PDFObjective: This study aimed to investigate the relationship between the incidence of VTE and the prognosis of patients with advanced pancreatic cancer, as there is currently a lack of systematic research on this topic, despite the prevalence of venous thromboembolism (VTE) in patients with pancreatic cancer.
Methods: Databases including PubMed, Embase, Web of Science, and Cochrane Library were searched until April 9, 2023, to identify studies that explored the relationship between VTE and the prognosis of advanced pancreatic cancer. Duplicate publications, studies without full text or sufficient information for data extraction, animal experiments, reviews, and systematic reviews were excluded.
Objectives: Pancreatic ductal adenocarcinoma (PDAC) represents a widespread form of malignant pancreatic neoplasms and a leading oncologic cause of death in Europe and the USA. Despite advances in understanding its molecular biology, the 5-year survival rate remains low at 10%. The extracellular matrix in PDAC contains proteins, including SPOCK2, which are essential for tumorigenicity and drug resistance.
View Article and Find Full Text PDFBackground: The importance of pyroptosis in tumorigenesis and cancer progression is becoming increasingly apparent. However, the efficacy of using pyroptosis-related genes (PRGs) in predicting the prognosis of pancreatic adenocarcinoma (PAAD) patients is unknown.
Methods: This investigation used two databases to obtain expression data for PAAD patients.