Comparison of classification models for early prediction of breast cancer

MU Ghani, TM Alam, FH Jaskani - … International Conference on …, 2019 - ieeexplore.ieee.org
… as the best Biomarker for breast cancer. We applied different … medical practitioners for early
diagnosis of breast cancer. … to predict breast cancer using Coimbra breast cancer dataset. …

[HTML][HTML] Early prediction of pathologic response to neoadjuvant therapy in breast cancer: systematic review of the accuracy of MRI

ML Marinovich, F Sardanelli, S Ciatto, E Mamounas… - The Breast, 2012 - Elsevier
… This paper systematically examines the evidence on MRI's accuracy in early prediction of
pathologic response, including comparisons with alternative assessment methods. …

Breast cancer: early prediction of response to neoadjuvant chemotherapy using parametric response maps for MR imaging

N Cho, SA Im, IA Park, KH Lee, M Li, W Han, DY Noh… - Radiology, 2014 - pubs.rsna.org
breast cancer (12). However, to our knowledge, no reports have addressed PRM analysis for
breast cancer … We hypothesized that PRM analysis would be as predictive of the response …

Early prediction of response to chemotherapy in metastatic breast cancer using sequential 18F-FDG PET

JD Schwarz, M Bader, L Jenicke… - Journal of Nuclear …, 2005 - Soc Nuclear Med
… This study demonstrated that in patients with metastatic breast cancer, sequential 18 F-FDG
PET allowed prediction of response early in the course of chemotherapy. Changes in tumor …

… with multiparametric magnetic resonance imaging of the breast for early prediction of response to neoadjuvant chemotherapy and survival outcomes in breast cancer …

A Tahmassebi, GJ Wengert, TH Helbich… - Investigative …, 2019 - journals.lww.com
… of the breast enables early prediction of pCR to NAC and of survival outcomes in breast cancer
patients … The integration of machine learning with mpMRI may provide valuable predictive

MicroRNAs as biomarkers for early breast cancer diagnosis, prognosis and therapy prediction

FJ Nassar, R Nasr, R Talhouk - Pharmacology & therapeutics, 2017 - Elsevier
… dysregulated at all stages of breast cancer. miRNA are a class … and therapy predictive
biomarkers for early breast cancer with … in patients with early breast cancer prior to chemotherapy, …

Prognostic and predictive factors in early-stage breast cancer

M Cianfrocca, LJ Goldstein - The oncologist, 2004 - academic.oup.com
… treatment of early-stage disease [2]. As a result of increased screening, the majority of
patients now present with early-stage breast cancer. In 1995, 56.2% of all breast cancer cases …

[HTML][HTML] Early prediction and evaluation of breast cancer response to neoadjuvant chemotherapy using quantitative DCE-MRI

A Tudorica, KY Oh, SYC Chui, N Roy, ML Troxell… - Translational …, 2016 - Elsevier
… This is possibly the reason why the ULR C values of several DCE-MRI metrics obtained
in this study for early prediction of breast cancer response to NACT are greater than the …

Early prediction of breast cancer recurrence for patients treated with neoadjuvant chemotherapy: a transfer learning approach on DCE-MRIs

MC Comes, D La Forgia, V Didonna, A Fanizzi, F Giotta… - Cancers, 2021 - mdpi.com
Cancer treatment planning benefits from an accurate early prediction of the treatment
efficacy. The goal of this study is to give an early prediction of three-year Breast Cancer

Early predictive model for breast cancer classification using blended ensemble learning

TR Mahesh, V Vinoth Kumar, V Vivek… - International Journal of …, 2024 - Springer
… of breast cancer and this model performs effectively for the base classifier in the prediction
… , precision and f1-score for the early prediction of Breast Cancer. There is a 98.14 percent …