Literature DB >> 32711988

Commentary: The problem of class imbalance in biomedical data.

Hemant Ishwaran1, Robert O'Brien2.   

Abstract

Entities:  

Year:  2020        PMID： 32711988      PMCID： PMC7769929          DOI： 10.1016/j.jtcvs.2020.06.052

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


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  6 in total

1.  Clinicoradiological Characteristics in the Differential Diagnosis of Follicular-Patterned Lesions of the Thyroid: A Multicenter Cohort Study.

Authors:  Jeong Hoon Lee; Eun Ju Ha; Da Hyun Lee; Miran Han; Jung Hyun Park; Ji-Hoon Kim
Journal:  Korean J Radiol       Date:  2022-05-31       Impact factor: 7.109

2.  Prediction of operative mortality for patients undergoing cardiac surgical procedures without established risk scores.

Authors:  Chin Siang Ong; Erik Reinertsen; Haoqi Sun; Philicia Moonsamy; Navyatha Mohan; Masaki Funamoto; Tsuyoshi Kaneko; Prem S Shekar; Stefano Schena; Jennifer S Lawton; David A D'Alessandro; M Brandon Westover; Aaron D Aguirre; Thoralf M Sundt
Journal:  J Thorac Cardiovasc Surg       Date:  2021-09-14       Impact factor: 5.209

3.  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

4.  Multi-center validation of machine learning model for preoperative prediction of postoperative mortality.

Authors:  Seung Wook Lee; Hyung-Chul Lee; Jungyo Suh; Kyung Hyun Lee; Heonyi Lee; Suryang Seo; Tae Kyong Kim; Sang-Wook Lee; Yi-Jun Kim
Journal:  NPJ Digit Med       Date:  2022-07-12

5.  SkinNet-16: A deep learning approach to identify benign and malignant skin lesions.

Authors:  Pronab Ghosh; Sami Azam; Ryana Quadir; Asif Karim; F M Javed Mehedi Shamrat; Shohag Kumar Bhowmik; Mirjam Jonkman; Khan Md Hasib; Kawsar Ahmed
Journal:  Front Oncol       Date:  2022-08-08       Impact factor: 5.738

6.  Methodology minute: a machine learning primer for infection prevention and control.

Authors:  Timothy L Wiemken; Ana Santos Rutschman
Journal:  Am J Infect Control       Date:  2020-10-01       Impact factor: 2.918
  6 in total

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