Transfer learning in breast cancer diagnoses via ultrasound imaging

G Ayana, K Dese, S Choe - Cancers, 2021 - mdpi.com
Simple Summary Transfer learning plays a major role in medical image analyses; however,
obtaining adequate training image datasets for machine learning algorithms can be …

ESR Essentials: screening for breast cancer-general recommendations by EUSOBI

M Marcon, MH Fuchsjäger, P Clauser, RM Mann - European Radiology, 2024 - Springer
Breast cancer is the most frequently diagnosed cancer in women accounting for about 30%
of all new cancer cases and the incidence is constantly increasing. Implementation of …

Breast cancer screening in women with extremely dense breasts recommendations of the European Society of Breast Imaging (EUSOBI)

RM Mann, A Athanasiou, PAT Baltzer… - European …, 2022 - Springer
Breast density is an independent risk factor for the development of breast cancer and also
decreases the sensitivity of mammography for screening. Consequently, women with …

[HTML][HTML] ESO–ESMO 4th international consensus guidelines for breast cancer in young women (BCY4)

S Paluch-Shimon, F Cardoso, AH Partridge… - Annals of …, 2020 - Elsevier
Highlights•Breast cancer in young women should be treated based on stage and biology of
disease.•Management of breast cancer in young women requires special considerations …

[HTML][HTML] Breast cancer detection in mammography images: A CNN-based approach with feature selection

Z Jafari, E Karami - Information, 2023 - mdpi.com
The prompt and accurate diagnosis of breast lesions, including the distinction between
cancer, non-cancer, and suspicious cancer, plays a crucial role in the prognosis of breast …

[HTML][HTML] ESO–ESMO fifth international consensus guidelines for breast cancer in young women (BCY5)

S Paluch-Shimon, F Cardoso, AH Partridge… - Annals of oncology, 2022 - Elsevier
Highlights•Breast cancer in young women encompasses unique treatment and survivorship
considerations.•Fertility, ovarian function suppression and premature menopause are major …

Image-guided breast biopsy and localisation: recommendations for information to women and referring physicians by the European Society of Breast Imaging

U Bick, RM Trimboli, A Athanasiou, C Balleyguier… - Insights into …, 2020 - Springer
We summarise here the information to be provided to women and referring physicians about
percutaneous breast biopsy and lesion localisation under imaging guidance. After …

[HTML][HTML] Patient communication in radiology: moving up the agenda

AG Rockall, C Justich, T Helbich, V Vilgrain - European Journal of …, 2022 - Elsevier
Optimised communication between patients and the imaging team is an essential
component of providing patient-centred and value-based care. Communication with patients …

Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions

V Romeo, R Cuocolo, R Apolito, A Stanzione… - European …, 2021 - Springer
Objectives We aimed to assess the performance of radiomics and machine learning (ML) for
classification of non-cystic benign and malignant breast lesions on ultrasound images …

[HTML][HTML] EUSOMA quality indicators for non-metastatic breast cancer: an update

IT Rubio, L Marotti, L Biganzoli, C Aristei… - European Journal of …, 2024 - Elsevier
Introduction Quality care in breast cancer is higher if patients are treated in a Breast Center
with a dedicated and specialized multidisciplinary team. Quality control is an essential …