arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.03500cs.HCcs.LGcs.SEeess.IV

BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis

Institute for Systems and Robotics(系统与机器人研究所);Interactive Technologies Institute(交互技术研究所)

Francisco Maria Calisto, Nuno Jardim Nunes, Jacinto Carlos Nascimento

英文摘要:

This paper describes the field research, design and comparative deployment of a multimodal medical imaging user interface for breast screening. The main contributions described here are threefold: 1) The design of an advanced visual interface for multimodal diagnosis of breast cancer (BreastScreening); 2) Insights from the field comparison of single vs multimodality screening of breast cancer diagnosis with 31 clinicians and 566 images, and 3) The visualization of the two main types of breast lesions in the following image modalities: (i) MammoGraphy (MG) in both Craniocaudal (CC) and Mediolateral oblique (MLO) views; (ii) UltraSound (US); and (iii) Magnetic Resonance Imaging (MRI). We summarize our work with recommendations from the radiologists for guiding the future design of medical imaging interfaces.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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