DAI Labs Duke

Overview

As group director Dr. Samei explains (see video to the right), "The goal of advanced imaging development is to move medical imaging to new frontiers, seeing through the human body in ways not possible in the past, and processing and displaying images such that the best medical decisions can be made." To realize these goals, the Duke Advanced Imaging Labs (DAI Labs) is pursuing a wide range of research projects as highlighted below.

Our research has broad application such as to breast imaging, chest imaging, and molecular imaging.

Each boldfaced link below leads to a separate page with more details and images. In addition, check out our Publications page which includes selected papers representing these topics.

Video message from Dr. Samei, Director of DAI Labs

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Projects

Computer-aided detection: Breast imaging
Automated detection of breast cancer in mammography using image processing and machine vision techniques
Computer-aided diagnosis: Breast imaging
Improving breast cancer diagnosis in mammography and breast ultrasound using machine learning and statistical predictive models
Computer-aided detection: Chest imaging
Improving sensitivity of pulmonary nodule detection in chest radiography, tomosynthesis, and correlation imaging
Detector and system evaluation
Assessing the physical performance characteristics of digital radiography detectors and medical imaging systems
Digital tomosynthesis imaging of the breast
3D digital mammography of the breast to improve sensitivity and specificity of breast cancer diagnosis
Digital tomosynthesis imaging of the chest
3D digital radiography of the chest as a low-cost, low-dose, lung cancer screening technique
Medical image softcopy display
Assessment of display performance for medical imaging systems
Neutron stimulated emission computed tomography
3D elemental/molecular imaging using neutrons to study biomedical phenomena
Medical imaging simulation and computer phantoms
Computer-based experiments using digital phantoms