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Predictive analysis
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Part 2 of ebook "Applied predictive modeling" provides readers with contents including: Chapter 11 - Measuring performance in classification models; Chapter 12 - Discriminant analysis and other linear classification models; Chapter 13 - Nonlinear classification models; Chapter 14 - Classification trees and rule-based models; Chapter 15 - A Summary of grant application models; Chapter 16 - Remedies for severe class imbalance; Chapter 17 - Case study job scheduling; Chapter 18 - Measuring predictor importance; Chapter 19 - An introduction to feature selection; Chapter 20 - Factors that can af...
344p
daonhiennhien
03-07-2024
1
1
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Part 2 of ebook "Machine learning in medicine - A complete overview" provides readers with contents including: Chapter 50 - Neural networks for assessing relationships that are typically nonlinear; Chapter 51 - Complex samples methodologies for unbiased sampling; Chapter 52 - Correspondence analysis for identifying the best of multiple treatments in multiple groups; Chapter 53 - Decision trees for decision analysis; Chapter 54 - Multi-dimensional scaling for visualizing experienced drug efficacies; Chapter 55 - Stochastic processes for long term predictions from short term observations;...
194p
daonhiennhien
03-07-2024
1
1
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Gastric cancer (GC) is one of the most prevalent malignant tumors worldwide and is associated with high morbidity and mortality rates. However, the specific biomarkers used to predict the postoperative prognosis of patients with gastric cancer remain unknown. Recent research has shown that the tumor microenvironment (TME) has an increasingly positive effect on anti-tumor activity. This study aims to build signatures to study the effect of certain genes on gastric cancer.
17p
vishanshan
27-06-2024
1
1
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Cancer-related fatigue (CRF) has been considered the biggest influencing factor for cancer patients after surgery. This study aimed to develop and validate a nomogram for severe cancer-related fatigue (CRF) patients with cervical cancer (CC).
11p
vishanshan
27-06-2024
2
1
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This article examines the potential of using liquid biopsy with piRNAs to study cancer survival outcomes. While previous studies have explored the relationship between piRNA expression and cancer patient outcomes, a comprehensive investigation is still lacking.
14p
vishanshan
27-06-2024
3
1
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The prognostic significance of tumor burden score (TBS) in relation to carcinoembryonic antigen (CEA) has not been investigated among patients undergoing hepatectomy for intrahepatic cholangiocarcinoma (ICC). This study aimed to develop and validate a simplified model, a combination of TBS and CEA (CTC grade), for predicting the long-term outcomes of postoperative ICC patients.
14p
vishanshan
27-06-2024
2
1
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The aim of the study is to identify clinical and dosimetric factors that could predict the risk of radiation-induced hypothyroidism(RIHT) in head and neck cancer(HNC) patients following intensity-modulated radiotherapy(IMRT).
11p
vishanshan
27-06-2024
1
1
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PD-L1 showed abnormal mRNA and protein expression in a variety of cancers and predicted prognosis in cancer patients. Furthermore, across a variety of cancer types, the aberrant PD-L1 expression was connected to the MSI, MMR, TMB, drug sensitivity, and tumor immune microenvironment (TIME). Moreover, PD-L1 was significantly correlated with infiltrating levels of immune cells (T cell CD8+, neutrophil, and so on).
19p
vishanshan
27-06-2024
1
1
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Insufficient evidence existed about the prognostic role of the advanced lung cancer inflammation index (ALI) for gastric cancer patients who underwent curative resection. The aim of this study was to identify the predictive ability of ALI for survival after curative gastrectomy.
11p
vishanshan
27-06-2024
2
1
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Results regarding whether it is essential to incorporate genetic variants into risk prediction models for esophageal cancer (EC) are inconsistent due to the different genetic backgrounds of the populations studied. We aimed to identify single-nucleotide polymorphisms (SNPs) associated with EC among the Chinese population and to evaluate the performance of genetic and non-genetic factors in a risk model for developing EC.
10p
vishanshan
27-06-2024
2
1
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Part 2 of ebook "Social media management: Technologies and strategies for creating business value" provides readers with contents including: Chapter 6 - Search engine optimization; Chapter 7 - Sentiment analysis and opinion mining (Business intelligence 1); Chapter 8 - Social network data and predictive mining (Business intelligence 2); Chapter 9 - e-Recruitment; Chapter 10 - Crowdfunding; Chapter 11 - Legal and ethical issues in social media; Chapter 12 - Wrap-up;...
133p
giangmacvien
22-06-2024
1
1
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Part 2 of ebook "Determinants of private label attitude: Predicting consumers’ brand preferences using psychographics" provides readers with contents including: data analysis and results; respondent profile; results of the multiple regression analysis; eliminating bias; checking for moderator variables; antecedents related to price and quality; demographic variables; managerial implications; limitations and suggestions for future research;...
75p
giangmacvien
22-06-2024
2
1
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The 17-gene Genomic Prostate Score (GPS) test has been clinically employed to predict adverse prognosis in prostate cancer. In this meta-analysis, we aimed to evaluate the prognostic value of the 17-gene GPS in patients with prostate cancer
9p
vikoch
27-06-2024
3
1
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Primary prostate cancer with metastasis has a poor prognosis, so assessing its risk of metastasis is essential. Methods This study combined comprehensive ultrasound features with tissue proteomic analysis to obtain biomarkers and practical diagnostic image features that signify prostate cancer metastasis.
13p
vikoch
27-06-2024
2
1
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Papillary thyroid carcinoma (PTC) is the most frequent malignant tumor in thyroid carcinoma. The aim of this study was to explore the risk factors associated with central lymph node metastasis in papillary thyroid microcarcinoma (PTMC) and establish a nomogram model that can assess the probability of central lymph node metastasis (CLNM).
10p
vikoch
27-06-2024
2
1
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Systemic inflammatory factors can predict the survival prognosis of gastric cancer (GC) patients after neoadjuvant chemotherapy (NACT). However, whether longitudinal changes in systemic inflammatory factors are associated with short - and long-term outcomes has not been reported.
13p
vikoch
27-06-2024
3
1
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Sinonasal mucosal melanoma (SNMM) is a relatively rare malignant tumour with a poor prognosis. This study was designed to identify prognostic factors and establish a nomogram model to predict the overall survival (OS) of patients with SNMM.
10p
vikoch
27-06-2024
4
1
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The prognosis of SCLC is poor and difficult to predict. The aim of this study was to explore whether a model based on radiomics and clinical features could predict the prognosis of patients with limited-stage small cell lung cancer (LS-SCLC).
12p
vikoch
27-06-2024
1
1
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Studies have revealed that acute myeloid leukemia (AML) patients are prone to combined cardiac injury. We aimed to identify hematological risk factors associated with cardiac injury in newly diagnosed AML patients before chemotherapy and develop a personalized predictive model.
16p
vikoch
27-06-2024
1
1
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This paper will primarily rely on comparative study and historical analysis. The legal framework, legal terms, theories, principles, and specific institutions will be examined to illustrate the significant influence of the Soviet Law on Chinese Criminal Procedure Law. This study helps to better understand the evolution of Chinese criminal procedure law and predict its further development more accurately.
12p
viambani
18-06-2024
2
1
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