Machine learning algorithms outperform conventional regression models in predicting development of hepatocellular carcinoma (Q36175747)

12 August 2017

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

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12 August 2017

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hepatocellular carcinoma

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Amit G Singal

1

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12 August 2017

Ashin Mukherjee

2

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12 August 2017

B Joseph Elmunzer

3

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12 August 2017

Peter D R Higgins

4

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12 August 2017

Anna S Lok

5

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12 August 2017

Ji Zhu

6

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12 August 2017

Jorge A Marrero

7

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12 August 2017

Akbar K Waljee

8

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12 August 2017

language of work or name

English

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publication date

29 October 2013

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The American Journal of Gastroenterology

12 August 2017

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12 August 2017

108

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12 August 2017

1723-1730

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12 August 2017

11

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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

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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

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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

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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

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

1 October 2017

1 reference

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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

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Promoting cancer screening: Learning from experience

1 October 2017

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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

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

2 July 2018

1 reference

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Machine learning in medicine: a primer for physicians.

2 July 2018

1 reference

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

23 September 2018

1 reference

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

23 September 2018

1 reference

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

23 September 2018

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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

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Dimensions Publication ID

12 August 2017

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1 reference

12 August 2017

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