Work

Effect of machine learning re-sampling techniques for imbalanced datasets in 18F-FDG PET-based radiomics model on prognostication performance in cohorts of head and neck cancer patients

Year: 2020

Type: article

Source: European Journal of Nuclear Medicine and Molecular Imaging

DOI: 10.1007/s00259-020-04756-4

Authors: Chenyi Xie, Richard Du, Joshua WK Ho, Herbert H Pang, Keith WH Chiu, Elaine YP Lee, Varut Vardhanabhuti

Institutions: Queen Mary Hospital, University of Hong Kong

Language: English

Topic: Radiomics and Machine Learning in Medical Imaging

Subfield: Radiology, Nuclear Medicine and Imaging

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: closed

Funder: University of Hong Kong

OpenAlex ID: W3014904955

FWCI: 7.176

Cites: 46

Cited by: 95

Related to: 10