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Transfer learning in breast cancer diagnoses via ultrasound imaging
Simple Summary Transfer learning plays a major role in medical image analyses; however,
obtaining adequate training image datasets for machine learning algorithms can be …
obtaining adequate training image datasets for machine learning algorithms can be …
ESR Essentials: screening for breast cancer-general recommendations by EUSOBI
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 …
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)
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 …
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)
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 …
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
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 …
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)
Highlights•Breast cancer in young women encompasses unique treatment and survivorship
considerations.•Fertility, ovarian function suppression and premature menopause are major …
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 …
percutaneous breast biopsy and lesion localisation under imaging guidance. After …
[HTML][HTML] Patient communication in radiology: moving up the agenda
Optimised communication between patients and the imaging team is an essential
component of providing patient-centred and value-based care. Communication with patients …
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
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 …
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 …
with a dedicated and specialized multidisciplinary team. Quality control is an essential …