ArticleScientific reports2020
Construction and validation of a nomogram for predicting cancer-specific survival in hepatocellular carcinoma patients.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 41 citations in OpenAlex.
- Construction and evaluation of neonatal respiratory failure risk prediction model for neonatal respiratory distress syndrome.BMC pulmonary medicine · 2024Trial
- Construction of webZhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2023Trial
- Construction and validation of a nomogram for hepatocellular carcinoma patients based on HCC-GRIm score.Journal of cancer research and clinical oncology · 2023Trial
- Construction and validation of a SEER-based prognostic nomogram for young and middle-aged males patients with hepatocellular carcinoma.Journal of cancer research and clinical oncology · 2023Trial
- A Web-Based Prediction Model for Cancer-Specific Survival of Elderly Patients With Early Hepatocellular Carcinoma: A Study Based on SEER Database.Frontiers in public health · 2021Trial
- Comparison of machine learning and Cox regression models for prognostic analysis in hepatocellular carcinoma patients with distant metastasis.Surgery open science · 2025Article
- Deep learning models for predicting the survival of patients with hepatocellular carcinoma based on a surveillance, epidemiology, and end results (SEER) database analysis.Scientific reports · 2024Article
- Development of a machine learning-based model to predict prognosis of alpha-fetoprotein-positive hepatocellular carcinoma.Journal of translational medicine · 2024Article
- OHCCPredictor: an online risk stratification model for predicting survival duration of older patients with hepatocellular carcinoma.Hepatology international · 2024Article
- High expression of TBRG4 in relation to unfavorable outcome and cell ferroptosis in hepatocellular carcinoma.BMC cancer · 2024Article
- Development and validation of web-based nomograms for predicting survival status in patients with intrahepatic cholangiocarcinoma depending on the surgical status: a SEER database analysis.Scientific reports · 2024Article
- Conditional survival probability of distant-metastatic hepatocellular carcinoma: A population-based study.World journal of gastrointestinal oncology · 2023Article
- Construction and validation of a novel prognostic nomogram for predicting overall survival in lung adenocarcinoma patients with different patterns of metastasis.Journal of cancer research and clinical oncology · 2023Article
- Construction and validation of a nomogram for hepatocellular carcinoma patients treated by traditional Chinese medicine based on inflammation, nutrition, and blood lipid indicators.Journal of cancer research and clinical oncology · 2023Article
- Prognostic factors and survival prediction in hepatocellular carcinoma: development and validation of a novel nomogram based on the SEER database.Journal of gastrointestinal oncology · 2023Article
- A propensity score matching study on survival benefits of radiotherapy in patients with inoperable hepatocellular carcinoma.Scientific reports · 2023Article
- Development and validation of a nomogram for survival prediction in hepatocellular carcinoma after partial hepatectomy.BMC surgery · 2023Article
- Early warning and diagnosis of liver cancer based on dynamic network biomarker and deep learning.Computational and structural biotechnology journal · 2023Article
- Prognostic risk factor analysis and nomogram construction for primary liver cancer in elderly patients based on SEER database.BMJ open · 2022Article
- Risk factors and predictive nomograms for early death of patients with advanced hepatocellular carcinoma: a large retrospective study based on the SEER database.BMC gastroenterology · 2022Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The prognosis of patients with hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) is a research hotspot. This study aimed to incorporate important factors obtained from SEER database to construct and validate a nomogram for predicting the cancer-specific survival (CSS) of patients with HCC and ICC. We obtained patient data from SEER database. The nomogram was constructed base on six prognostic factors for predicting CSS rates in HCC patients. The nomogram was validated by concordance index (C-index), the receiver operating characteristic (ROC) curve and calibration curves. A total of 3227 patients diagnosed with HCC (3038) and ICC (189) between 2010 and 2015 were included in this study. The C-index of the nomogram for HCC patients was 0.790 in the training cohort and 0.806 in the validation cohort. The 3- and 5-year AUCs were 0.811 and 0.793 in the training cohort. The calibration plots indicated that there was good agreement between the actual observations and predictions. In conclusion, we constructed and validated a nomogram for predicting the 3- and 5-year CSS in HCC patients. We have confirmed the precise calibration and excellent discrimination power of our nomogram.
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