Dr. Sonia Gupta

Artificial Intelligence
How can AI deliver ROI, reimbursement, and patient satisfaction?
The return on investment (ROI) for artificial intelligence (AI) technology hasn't always been clear in healthcare. In a new column, Dr. Sonia Gupta of Change Healthcare shares how AI can provide both an ROI and improved patient care.
March 26, 2023
2021 07 16 16 27 9194 Artificial Intelligence Ai Abstract 400
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Ultrafast and standard MRI in a 30-year-old woman with triple-negative invasive ductal carcinoma. A) Ultrafast MRI taken 16.8 seconds after contrast agent injection. B) Standard MRI taken 58.8 seconds after contrast agent injection. Both images show an oval-shaped, irregular marginated, rim enhancing mass in the left outer breast. For 3D tumor segmentation, the entire enhanced tumor margins were drawn from top to bottom of each tumor in axial views of U2 phase postcontrast ultrafast MRI and the initial phase postcontrast standard MRI. Among the 14 ultrafast images, U1 is the first phase in which the signal intensity of the hotspot region of interest of the tumor is 10% higher than the average signal intensity of unenhanced images. U2 is the immediate next phase of U1 and the well-established tumor enhancement time.
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