FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309698081> ?p ?o ?g. }

• W4309698081 abstract "To investigate the risk factors for recurrence in patients with early-stage hepatocellular carcinoma (HCC) after minimally invasive treatment with curative intent, then to construct a prediction model based on Lasso-Cox regression and visualize the model built.Clinical data were collected from 547 patients that received minimally invasive treatment in our hospital from January 1, 2012, to December 31, 2016. Lasso regression was used to screen risk factors for recurrence. Then we established Cox proportional hazard regression model and random survival forest model including several parameters screened by Lasso regression. An optimal model was selected by comparing the values of C-index, then the model was visualized and the nomogram was finally plotted.The variables screened by Lasso regression including age, gender, cirrhosis, tumor number, tumor size, platelet-albumin-bilirubin index (PALBI), and viral load were incorporated in the Cox model and random survival forest model (P<0.05). The C-index of these two models in the training sets was 0.729 and 0.708, and was 0.726 and 0.700 in the validation sets, respectively. So we finally chose Lasso-Cox regression model, and the calibration curve in the validation set performed well, indicating that the model built has a better predictive ability. And then a nomogram was plotted based on the model chosen to visualize the results.The present study established a nomogram for predicting recurrence in patients with early-stage HCC based on the Lasso-Cox regression model. This nomogram was of some guiding significance for screening populations at high risk of recurrence after treatment, by which doctors can formulate individualized follow-up strategies or treatment protocols according to the predicted risk of relapse for patients to improve the long-term prognosis." @default.
• W4309698081 created "2022-11-29" @default.
• W4309698081 creator A5015195367 @default.
• W4309698081 creator A5040351896 @default.
• W4309698081 creator A5061078231 @default.
• W4309698081 creator A5063507654 @default.
• W4309698081 creator A5068947466 @default.
• W4309698081 creator A5074254110 @default.
• W4309698081 creator A5075662908 @default.
• W4309698081 creator A5076331747 @default.
• W4309698081 creator A5088150224 @default.
• W4309698081 date "2022-11-23" @default.
• W4309698081 modified "2023-10-02" @default.
• W4309698081 title "Nomogram established on account of Lasso-Cox regression for predicting recurrence in patients with early-stage hepatocellular carcinoma" @default.
• W4309698081 cites W1513938386 @default.
• W4309698081 cites W2072554662 @default.
• W4309698081 cites W2074595049 @default.
• W4309698081 cites W2112919574 @default.
• W4309698081 cites W2119190881 @default.
• W4309698081 cites W2135046866 @default.
• W4309698081 cites W2143481518 @default.
• W4309698081 cites W2143637070 @default.
• W4309698081 cites W2480341285 @default.
• W4309698081 cites W2528091814 @default.
• W4309698081 cites W2582878252 @default.
• W4309698081 cites W2591717879 @default.
• W4309698081 cites W2727955411 @default.
• W4309698081 cites W2896895002 @default.
• W4309698081 cites W2943589369 @default.
• W4309698081 cites W2970981852 @default.
• W4309698081 cites W3120799901 @default.
• W4309698081 cites W3128646645 @default.
• W4309698081 cites W3133587281 @default.
• W4309698081 cites W3146854712 @default.
• W4309698081 cites W3157736353 @default.
• W4309698081 cites W4210774372 @default.
• W4309698081 cites W4232620598 @default.
• W4309698081 cites W4245403358 @default.
• W4309698081 doi "https://doi.org/10.3389/fimmu.2022.1019638" @default.
• W4309698081 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36505501" @default.
• W4309698081 hasPublicationYear "2022" @default.
• W4309698081 type Work @default.
• W4309698081 citedByCount "4" @default.
• W4309698081 countsByYear W43096980812023 @default.
• W4309698081 crossrefType "journal-article" @default.
• W4309698081 hasAuthorship W4309698081A5015195367 @default.
• W4309698081 hasAuthorship W4309698081A5040351896 @default.
• W4309698081 hasAuthorship W4309698081A5061078231 @default.
• W4309698081 hasAuthorship W4309698081A5063507654 @default.
• W4309698081 hasAuthorship W4309698081A5068947466 @default.
• W4309698081 hasAuthorship W4309698081A5074254110 @default.
• W4309698081 hasAuthorship W4309698081A5075662908 @default.
• W4309698081 hasAuthorship W4309698081A5076331747 @default.
• W4309698081 hasAuthorship W4309698081A5088150224 @default.
• W4309698081 hasBestOaLocation W43096980811 @default.
• W4309698081 hasConcept C105795698 @default.
• W4309698081 hasConcept C126322002 @default.
• W4309698081 hasConcept C136764020 @default.
• W4309698081 hasConcept C143998085 @default.
• W4309698081 hasConcept C146357865 @default.
• W4309698081 hasConcept C151730666 @default.
• W4309698081 hasConcept C152877465 @default.
• W4309698081 hasConcept C2778019345 @default.
• W4309698081 hasConcept C33923547 @default.
• W4309698081 hasConcept C34626388 @default.
• W4309698081 hasConcept C37616216 @default.
• W4309698081 hasConcept C41008148 @default.
• W4309698081 hasConcept C50382708 @default.
• W4309698081 hasConcept C71924100 @default.
• W4309698081 hasConcept C83546350 @default.
• W4309698081 hasConcept C86803240 @default.
• W4309698081 hasConceptScore W4309698081C105795698 @default.
• W4309698081 hasConceptScore W4309698081C126322002 @default.
• W4309698081 hasConceptScore W4309698081C136764020 @default.
• W4309698081 hasConceptScore W4309698081C143998085 @default.
• W4309698081 hasConceptScore W4309698081C146357865 @default.
• W4309698081 hasConceptScore W4309698081C151730666 @default.
• W4309698081 hasConceptScore W4309698081C152877465 @default.
• W4309698081 hasConceptScore W4309698081C2778019345 @default.
• W4309698081 hasConceptScore W4309698081C33923547 @default.
• W4309698081 hasConceptScore W4309698081C34626388 @default.
• W4309698081 hasConceptScore W4309698081C37616216 @default.
• W4309698081 hasConceptScore W4309698081C41008148 @default.
• W4309698081 hasConceptScore W4309698081C50382708 @default.
• W4309698081 hasConceptScore W4309698081C71924100 @default.
• W4309698081 hasConceptScore W4309698081C83546350 @default.
• W4309698081 hasConceptScore W4309698081C86803240 @default.
• W4309698081 hasLocation W43096980811 @default.
• W4309698081 hasLocation W43096980812 @default.
• W4309698081 hasLocation W43096980813 @default.
• W4309698081 hasLocation W43096980814 @default.
• W4309698081 hasOpenAccess W4309698081 @default.
• W4309698081 hasPrimaryLocation W43096980811 @default.
• W4309698081 hasRelatedWork W2316704084 @default.
• W4309698081 hasRelatedWork W2985798777 @default.
• W4309698081 hasRelatedWork W3083243621 @default.
• W4309698081 hasRelatedWork W3131814850 @default.
• W4309698081 hasRelatedWork W3134135558 @default.
• W4309698081 hasRelatedWork W3170608010 @default.
• W4309698081 hasRelatedWork W4250817001 @default.

• next