(Q36175747)

12 August 2017

Machine learning algorithms outperform conventional regression models in predicting development of hepatocellular carcinoma (English)

1 reference

12 August 2017

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hepatocellular carcinoma

1 reference

Amit G Singal

1

1 reference

12 August 2017

Ashin Mukherjee

2

1 reference

12 August 2017

B Joseph Elmunzer

3

1 reference

12 August 2017

Peter D R Higgins

4

1 reference

12 August 2017

Anna S Lok

5

1 reference

12 August 2017

Ji Zhu

6

1 reference

12 August 2017

Jorge A Marrero

7

1 reference

12 August 2017

Akbar K Waljee

8

1 reference

12 August 2017

language of work or name

English

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publication date

29 October 2013

1 reference

The American Journal of Gastroenterology

12 August 2017

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12 August 2017

108

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12 August 2017

11

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12 August 2017

1723-1730

1 reference

https://scigraph.springernature.com/pub.10.1038/ajg.2013.332

12 August 2017

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cites work

Detection of hepatocellular carcinoma at advanced stages among patients in the HALT-C trial: where did surveillance fail?

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Improving screening for hepatocellular carcinoma by incorporating data on levels of α-fetoprotein, over time

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Disease-free survival after hepatic resection in hepatocellular carcinoma patients: a prediction approach using artificial neural network

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Recent advances in the treatment of hepatocellular carcinoma

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Assessing the performance of prediction models: a framework for traditional and novel measures

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Meta-analysis: surveillance with ultrasound for early-stage hepatocellular carcinoma in patients with cirrhosis.

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Validation, updating and impact of clinical prediction rules: a review

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Prolonged Therapy of Advanced Chronic Hepatitis C with Low-Dose Peginterferon

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Incidence of hepatocellular carcinoma and associated risk factors in hepatitis C-related advanced liver disease

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Hepatocellular carcinoma: epidemiology and molecular carcinogenesis

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Use and misuse of the receiver operating characteristic curve in risk prediction

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Management of hepatocellular carcinoma

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Hepatocellular carcinoma in cirrhosis: incidence and risk factors

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Promoting cancer screening: Learning from experience

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Natural history of untreated nonsurgical hepatocellular carcinoma: rationale for the design and evaluation of therapeutic trials

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Liver transplantation for the treatment of small hepatocellular carcinomas in patients with cirrhosis

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Effectiveness of hepatocellular carcinoma surveillance in patients with cirrhosis

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Algorithms outperform metabolite tests in predicting response of patients with inflammatory bowel disease to thiopurines

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Machine learning in medicine: a primer for physicians.

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

A predictive model of response to peginterferon ribavirin in chronic hepatitis C using classification and regression tree analysis

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Artificial neural networks for the prediction of response to interferon plus ribavirin treatment in patients with chronic hepatitis C.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4610387

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

23 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1038%2FAJG.2013.332

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1038%2FAJG.2013.332

Alpha-fetoprotein should be included in the hepatocellular carcinoma surveillance guidelines of the American Association for the Study of Liver Diseases

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24169273

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1038/AJG.2013.332

1 reference

Dimensions Publication ID

12 August 2017

0 references

1 reference

12 August 2017

1 reference