Womens Imaging: Page 25

New AI training strategies stiffen defense against adversarial attacks
By Liz Carey
Computer scientists are exploring how to protect against medical errors caused by adversarial attacks on AI machine learning diagnostic models.
December 15, 2023
An illustration of two types of adversarial attacks on breast imaging diagnosis. Adversarial noise applied in white-box attacks and adversarial samples produced by generative adversarial networks in black-box attacks can fool a deep learning diagnostic model to give wrong output, according to University of Pittsburgh researchers. The researchers have proposed two security schemes, called ARFL and LIDA, to make the models robust and resilient to adversarial attacks. (Image courtesy of Shandong Wu, PhD, Pittsburgh Center for AI Innovation in Medical Imaging)
Safety net hospital provides equitable care in breast screening
By Amerigo Allegretto
Safety net hospitals provide equitable care in breast cancer screening in terms of race and ethnicity.
December 14, 2023
Breast Mammography Tech
Benign breast disease found on percutaneous biopsy ups cancer risk
By Amerigo Allegretto
Benign breast disease diagnosed through percutaneous biopsy increases the overall risk of developing breast cancer.
December 13, 2023
Breast Cancer Cell2 400
Mammography AI model performs well in screening populations
By Amerigo Allegretto
A mammography-based AI model showed good and generalizable performance across European screening populations, according to study results presented December 7 at the San Antonio Breast Cancer Symposium in Texas.
December 8, 2023
Breast Mammo Computer 400
RSI predicts early response to chemotherapy in breast cancer
By Amerigo Allegretto
Restriction spectrum imaging (RSI) is a suitable method for evaluating neoadjuvant therapy response early for breast cancer.
December 8, 2023
Breast Cancer2
DCE-MRI shows treatment response for triple-negative breast cancer
By Amerigo Allegretto
DCE-MRI performs well in predicting early response to immunochemotherapy in women with triple-negative breast cancer.
December 7, 2023
Mri Breast 400
CEM shows value as surveillance imaging tool
By Amerigo Allegretto
Contrast-enhanced mammography (CEM) has utility as a surveillance tool for women with a personal history of breast cancer.
December 6, 2023
Breast Mammography Scanner 400
DBT plus mammo detects breast cancers with higher histologic grades
By Amerigo Allegretto
Digital breast tomosynthesis (DBT) plus synthesized mammography screening leads to higher detection of early-stage invasive breast cancers grades 2 or 3.
December 6, 2023
Imaging depicts a screen-detected invasive breast cancer in the dense breast tissue of a 59-year-old woman. A section in the mediolateral oblique view from a DBT exam of the left breast shows an irregular mass with surrounding architectural distortion (circle). The participant had no history of breast cancer and had been screened previously in the German mammography screening program. Histologic analysis showed invasive carcinoma of no special type, grade 2, with tumor size of 18 mm. Image courtesy of the RSNA.
AI algorithm flags interval breast cancer cases
By Amerigo Allegretto
AI could help tackle the challenge of identifying interval breast cancers.
December 5, 2023
Breast Cancer2 400
DBT shows how advanced cancers develop from longer intervals
By Amerigo Allegretto
Advanced cancers on digital breast tomosynthesis (DBT) occur with longer intervals from prior screening.
December 4, 2023
Breast Dbt 400
Wendie Berg talks CEM with AuntMinnie.com
By Amerigo Allegretto
Wendie Berg, PhD, from the University of Pittsburgh discussed CEM studies she presented at RSNA 2023 with AuntMinnie.com.
December 1, 2023
Berg Wendie Md Phd 20221114 Headshot Crop
CEM confirms effectiveness of cryoablation
By Amerigo Allegretto
Contrast-enhanced mammography (CEM) confirms the effectiveness of ultrasound-guided cryoablation and could serve as a reliable annual follow-up exam.
December 1, 2023
Federica di Naro, MD, from Azienda Ospedaliero-Universitaria Careggi in Italy discusses her team's results at RSNA, showing that contrast-enhanced mammography (CEM) confirms the effectiveness of cryoablation and can serve as a valuable follow-up exam tool.
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