To propose a method for identifying visible tissue in ultrasound images, specifically targeting the improvement of detection of contact-related acoustic shadowing during intraoperative ultrasound.
Key Findings:
The proposed method effectively identifies areas of high spatial intensity variation in ultrasound images, which are critical for accurate interpretation.
A confidence map quantifies the perceptual salience of visible tissue, aiding in the assessment of image quality and enhancing diagnostic confidence.
Interpretation:
The method enhances the reliability of intraoperative ultrasound by improving the detection of tissue visibility and reducing ambiguity in image interpretation.
Limitations:
The assumption that hyperechoic lines correlate with reduced signal attenuation may not be universally applicable, potentially affecting the generalizability of the findings.
The study is based on a limited dataset of 51 images from 11 patients, which may limit the robustness of the conclusions drawn.
Conclusion:
The proposed method and confidence map framework can significantly improve the utility of intraoperative ultrasound in surgical settings by enhancing tissue visibility detection, potentially leading to better surgical outcomes.
Patients with preoperative vitamin D deficiency had higher postoperative pain scores and opioid use after mastectomy, including more than triple the odds of moderate to severe pain within 24 hours of surgery.
