Literature DB >> 32868054

REPLY: THE STANDARDIZATION AND AUTOMATION OF MACHINE LEARNING FOR BIOMEDICAL DATA.

Hemant Ishwaran1, Robert O'Brien2.   

Abstract

Entities:  

Mesh：

Year:  2020        PMID： 32868054      PMCID： PMC7914279          DOI： 10.1016/j.jtcvs.2020.07.113

Source DB:  PubMed          Journal:  J Thorac Cardiovasc Surg        ISSN： 0022-5223            Impact factor:   5.209


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  6 in total

1.  Machine learning and readmission: Do we need new methods to solve old problems?

Authors:  Rashmi Nedadur; Derrick Y Tam; Stephen E Fremes
Journal:  J Thorac Cardiovasc Surg       Date:  2020-08-28       Impact factor: 5.209

2.  Probabilistic prediction in patient management and clinical trials.

Authors:  D J Spiegelhalter
Journal:  Stat Med       Date:  1986 Sep-Oct       Impact factor: 2.373

3.  Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival.

Authors:  Hemant Ishwaran; Min Lu
Journal:  Stat Med       Date:  2018-06-04       Impact factor: 2.373

4.  The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.

Authors:  Takaya Saito; Marc Rehmsmeier
Journal:  PLoS One       Date:  2015-03-04       Impact factor: 3.240

5.  Disadvantages of using the area under the receiver operating characteristic curve to assess imaging tests: a discussion and proposal for an alternative approach.

Authors:  Steve Halligan; Douglas G Altman; Susan Mallett
Journal:  Eur Radiol       Date:  2015-01-20       Impact factor: 5.315

6.  Using machine learning to predict early readmission following esophagectomy.

Authors:  Siavash Bolourani; Mohammad A Tayebi; Li Diao; Ping Wang; Vihas Patel; Frank Manetta; Paul C Lee
Journal:  J Thorac Cardiovasc Surg       Date:  2020-05-29       Impact factor: 5.209
  6 in total
  2 in total

1.  Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores.

Authors:  Faezeh Movahedi; Rema Padman; James F Antaki
Journal:  J Thorac Cardiovasc Surg       Date:  2021-07-30       Impact factor: 5.209

2.  Commentary: To classify means to choose a threshold.

Authors:  Jiangnan Lyu; Hemant Ishwaran
Journal:  J Thorac Cardiovasc Surg       Date:  2021-08-08       Impact factor: 5.209
  2 in total

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