This survey analyzes and learns the diverse contributions of cancer prediction models using intelligent approaches. Further, the paper tries to categorize the different algorithms, the utilized datasets, and utilized environments. Along with this, various performance measures evaluated in each contribution ...
clinical practice,miR-101 can make the lung cancer cells more sensitive to radiation therapy,miR-134,miR-379 and miR-495 may be helpful to guide the chemotherapy.The lung cancer related miRNAs will be discussed and the biological effect,target genes,the use of prognosis prediction were sum up...
The previous study focused on establishing a survival prediction model for lung cancer using regression methods such as Cox proportional hazards (CPH) model [4]. However, a review of published cancer prognostic studies showed that missing covariate data are relatively common in clinical datasets and ...
PURPOSE/OBJECTIVES: To review molecular biology and gene technology as they relate to cancer prediction and screening. DATA SOURCES: Published professional... LJ Loescher - Oncol Nurs Forum 被引量: 15发表: 1995年 加载更多来源期刊 Lancet Respiratory Medicine 研究点推荐 lung cancer 引用走势 2014 ...
A correlation cut-off of 0.7 was used, to enrich the prediction of relative abundance of immune or stromal cells by filtering off poorly correlated genes of the signatures. Imsig resulting scores were subsequently analyzed by multiple comparisons of groups of samples performing a Tukey's HSD ...
Through the traditional quality control methods of CM, the progress of the Q-marker research and development system proposed in recent years, this paper integrated the research ideas and methods of CM quality control and identified effective quality parameters. In addition, we also applied these ...
Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction. J Biomed Informa. 2011;44(5):859–68. Article Google Scholar Veturi Y, Lucas A, Bradford Y, Hui D, Dudek S, Theusch E, et al. A unified framework identifies new links ...
Through the traditional quality control methods of CM, the progress of the Q-marker research and development system proposed in recent years, this paper integrated the research ideas and methods of CM quality control and identified effective quality parameters. In addition, we also applied these ...
The effect of high intratumoral heterogeneity (ITH) on therapy efficacy in advanced lung cancer has recently been reported [99]. The innovative use of DSP has provided compelling evidence for improved prediction of therapeutic outcomes in dual-specificity antibody therapy by integrating genetic ...
Based on the 7th edition of the American Joint Committee on Cancer Staging Manual, SEER data were markedly enriched with tumor grades, invasion/metastasis status (bone, brain, lung, and liver), site-specific variables, and tumor stages. Information about the types of radiotherapy, surgical ...