Sub-harmonic aided pressure estimation and sub-harmonic imaging can correctly predict responses after 10% chemotherapy completion.
Sub-harmonic aided pressure estimation (SHAPE) and sub-harmonic imaging helps predict how well breast cancer patients will responsd to neoadjuvant chemotherapy. In a small study, published in Radiology, 17 women, ages 45 to 70 years, underwent neoadjuvant therapy for breast cancer. They had ultrasound conducted immediately before therapy and at completion of 10%, 60%, and 100% of chemotherapy. Researchers collected radiofrequency data for SHAPE and sub-harmonic imaging during infusion of ultrasound contrast agents. Any signal differences were compared to final treatment responses. According to results, eight patients completed the study. Four left the study, three dropped out after completing 10% of chemotherapy due to disease progression, and data on two were discarded due to technical difficulties. Six patients saw >90% tumor reduction. At completion of 10% chemotherapy, imaging showed the sub-harmonic signal increased more in the tumor than in surrounding areas for responders than in partial or non-responders (mean ± standard deviation, 3.23 dB ± 1.41 vs −0.88 dB ± 1.46 [P = .001], respectively, for SHAPE and 1.32 dB ± 0.73 vs −0.82 dB ± 0.88 [P = .002], respectively, for subharmonic imaging). Additionally, three patients whose tumors increased were predicted to be responders with SHAPE and sub-harmonic imaging with completion of 10% of therapy. Ultimately, researchers wrote, SHAPE and sub-harmonic imaging can predict responses as early as 10% completion of therapy.
AI-Initiated Recalls After Screening Mammography Demonstrate Higher PPV for Breast Cancer
March 18th 2025While recalls initiated by one of two reviewing radiologists after screening mammography were nearly 10 percent higher than recalls initiated by an AI software, the AI-initiated recalls had an 85 percent higher positive predictive value for breast cancer, according to a new study.
ECR Mammography Study: Pre-Op CEM Detects 34 Percent More Multifocal Masses than Mammography
February 28th 2025In addition to contrast-enhanced mammography (CEM) demonstrating over a 90 percent detection rate for multifocal masses, researchers found that no significant difference between histological measurements and CEM, according to study findings presented at the European Congress of Radiology.
Study: Mammography AI Leads to 29 Percent Increase in Breast Cancer Detection
February 5th 2025Use of the mammography AI software had a nearly equivalent false positive rate as unassisted radiologist interpretation and resulted in a 44 percent reduction in screen reading workload, according to findings from a randomized controlled trial involving over 105,000 women.