AIMC Journal:
Ultrasound in medicine & biology..

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Efficient Ultrasound Breast Cancer Detection with DMFormer: A Dynamic Multiscale Fusion Transformer.

Ultrasound in medicine & biology.. Jul 7, 2025
OBJECTIVE: To develop an advanced deep learning model for accurate differentiation between benign and malignant masses in ultrasound breast cancer screening, addressing the challenges of noise, blur, and complex tissue structures in ultrasound imagin...
Humans Neural Networks, Computer Female Breast Neoplasms Deep Learning Ultrasonography, Mammary Breast Image Interpretation, Computer-Assisted
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SPACE: Subregion Perfusion Analysis for Comprehensive Evaluation of Breast Tumor Using Contrast-Enhanced Ultrasound-A Retrospective and Prospective Multicenter Cohort Study.

Ultrasound in medicine & biology.. Jul 2, 2025
OBJECTIVE: To develop a dynamic contrast-enhanced ultrasound (CEUS)-based method for segmenting tumor perfusion subregions, quantifying tumor heterogeneity, and constructing models for distinguishing benign from malignant breast tumors.
Humans Prospective Studies Retrospective Studies Female Aged Adult Breast Neoplasms Middle Aged Cohort Studies Contrast Media Ultrasonography, Mammary Breast Image Enhancement
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