Application of machine learning in hepatocellular carcinoma
Journal Title: Chinese Journal of Clinical Research - Year 2025, Vol 38, Issue 5
Abstract
Hepatocellular carcinoma (HCC) is a common solid tumor. In recent years, although significant researches have been focused on diagnostic and therapeutic strategies for HCC, the overall prognosis for patients remains challenging. Machine learning (ML) , as a core technology of artificial intelligence, has been increasingly applied in the field of tumor research. Compared to traditional regression models, ML models excel at handling high dimensional data and complex nonlinear relationships, making it an ideal tool for HCC research. This review summarizes the application of ML in the risk prediction, diagnosis, treatment selection, and prognosis evaluation of HCC, aiming to provide references and insights for clinical practice and future research.
Authors and Affiliations
NIU Riyu, WANG Xin, LIU Dingjing, LI Chengzhong
Keywords
Related Articles
- EP ID EP767450
- DOI 10.13429/j.cnki.cjcr.2025.05.005
- Views 20
- Downloads 0
Effect of seamless integrated care on intraoperative shivering and intestinal function recovery in patients undergoing laparoscopic colorectal cancer surgery
Objective To study the effect of seamless integrated care on intraoperative shivering and intestinal function recovery time in patients undergoing laparoscopic colorectal cancer surgery. Methods A total of 82 patients wh...
Timing of blood purification therapy in acute pancreatitis with systemic inflammatory response syndrome
"<b>Objective</b> To explore the timing of blood purification (BP) therapy in patients with acute pancreatitis (AP) who develop systemic inflammatory response syndrome (SIRS). <b>Methods</b> A retrospective collection...
Comparison of AngioJet thrombectomy system and catheter-directed thrombolysis in treatment of acute lower extremity deep venous thrombosis
"Objective To investigate the treating effects of acute deep venous thrombosis (ADVT) of lower extremity using the AngioJet thrombectomy system compared to catheter-directed thrombolysis (CDT). Methods A total of 30 A...
The role of different complement activation pathways in diabetic kidney disease and related treatment strategies
Diabetic kidney disease (DKD) is one of the common serious complications in diabetic patients. Its development and progression process is very complex, and the treatment options are limited. This paper reviews the roles...
Preoperative paclitaxel weekly combined with radical gastrectomy for gastric cancer: randomized controlled study
<b>Objective</b> To explore the clinical efficacy of preoperative paclitaxel weekly therapy as neoadjuvant chemotherapy combined with radical surgery for gastric cancer. <b>Methods</b> Using a randomized controlled study...