Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning-Reference-Cited by-同舟云学术

Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning

Published:2022-08 Issue: Volume:133 Page:10-22
ISSN:0167-739X
Container-title:Future Generation Computer Systems
language:en
Short-container-title:Future Generation Computer Systems

Author:

Li Tengyue,Fong Simon^ORCID,Mohammed Sabah,Fiaidhi Jinan,Guan Steven^ORCID,Chang Victor^ORCID

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference33 articles.

1. Aggregating multiple real-world data sources using a patient-centered health-data-sharing platform;Dhruva;Npj Digit. Med.,2020

2. Comparing different supervised machine learning algorithms for disease prediction;Uddin;BMC Med. Inform. Decis. Mak.,2019

3. Algorithmic prediction of individual diseases;Ding;Int. J. Prod. Res.,2017

4. T. Nguyen, et al., PAN: Personalized Annotation-based Networks for the Prediction of Breast Cancer Relapse, in: IEEE/ACM Transactions on Computational Biology and Bioinformatics, http://dx.doi.org/10.1109/TCBB.2021.3076422.

5. A low-cost method for multiple disease prediction;Bayati,2015

Cited by 2 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. SCALA: Scaling algorithm for multi-class imbalanced classification;Proceedings of the 2023 8th International Conference on Machine Learning Technologies;2023-03-10

2. Explainable and secure artificial intelligence: taxonomy, cases of study, learned lessons, challenges and future directions;Enterprise Information Systems;2022-07-26