Infection status outcome, machine learning method and virus type interact to affect the optimised prediction of hepatitis virus immunoassay results from routine pathology laboratory assays in unbalanced data-Reference-Cited by-同舟云学术

Infection status outcome, machine learning method and virus type interact to affect the optimised prediction of hepatitis virus immunoassay results from routine pathology laboratory assays in unbalanced data

Published:2013-06-25 Issue:1 Volume:14 Page:
ISSN:1471-2105
Container-title:BMC Bioinformatics
language:en
Short-container-title:BMC Bioinformatics

Author:

Richardson Alice M,Lidbury Brett A

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology

Link

http://link.springer.com/content/pdf/10.1186/1471-2105-14-206.pdf

Reference20 articles.

1. Quinlan JR: Induction of decision trees. Mach Learn. 1986, 1: 81-106.

2. Busic V, Zelenikow J: Knowledge discovery and data mining in biological databases. Knowl Eng Rev. 1999, 14: 257-277. 10.1017/S0269888999003069.

3. Negnevitsky M: Artificial Intelligence: A Guide to IntelligentSystems. 2002, New York: Addison Wesley

4. Murthy SK: Automatic construction of decision trees from data: a multi-disciplinary survey. Data Mining and Knowledge Discovery. 1998, 2: 345-389. 10.1023/A:1009744630224.

5. Woods KS, Doss CC, Vowyer KW, Solka JL, Prieve CE, Kegelmeyer WPJ: Comparative evaluation of pattern recognition techniques for detection of microcalcifications in mammography. Pattern Recognition and Artificial Intelligence. 1993, 7: 1417-1436. 10.1142/S0218001493000698.

Cited by 23 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques;Statistical Theory and Related Fields;2024-04-23

2. Machine learning prediction models for clinical management of blood-borne viral infections: a systematic review of current applications and future impact;International Journal of Medical Informatics;2023-11

3. Use of Artificial Intelligence in the Search for New Information Through Routine Laboratory Tests: Systematic Review;JMIR Bioinformatics and Biotechnology;2022-12-23

4. Use of artificial intelligence in the search for new information through routine laboratory tests: A systematic review (Preprint);2022-06-22

5. Artificial Intelligence in Infectious Diseases;Artificial Intelligence in Medicine;2022