Concepedia

Multi-view radiomics and deep learning modeling for prostate cancer detection based on multi-parametric MRI

Chunyu Li, Ming Deng, Xiaoli Zhong, Jinxia Ren, Xiaohui Chen, Jun Chen, Feng Xiao, Haibo Xu

Frontiers in Oncology · 2023 · 25 citations · 30 references

DOIFull text

Open access

Abstract

The constructed models in our study can be used as a predictor in differentiating PCa and BPH, thus helping clinicians make better clinical treatment decisions and reducing unnecessary prostate biopsies.

References

30

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram et al. · CA A Cancer Journal for Clinicians · 2018 · 86.6K citations · Full text

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 7.9K citations

, , +16

EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent

Nicolas Mottet, Joaquim Bellmunt, M. Bolla et al. · European Urology · 2016 · 3.2K citations · Full text

, , +6

Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer

Yanqi Huang, Changhong Liang, Lan He et al. · Journal of Clinical Oncology · 2016 · 1.9K citations

Haralick texture analysis of prostate MRI: utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores

Andreas G. Wibmer, Hedvig Hricak, Tatsuo Gondo et al. · European Radiology · 2015 · 399 citations · Full text

, , +10