In the wake of population aging, prostate cancer has become one of the most important diseases in western elderly men. T2-weighted-images (T2WIs) provides the best depiction of the prostate’s anatomy, and diffusion‐weighted images (DWIs) provides clues of cancer as prostate cancer appears as an area of high signal on DWIs. However, high b-value DWIs is affected by the susceptibility effects. In this paper，we describe and utilize a fully automatic 3D deep neutral network to correct misalignment between T2WIs and DWIs. The average increasement of Dice coefficient of before-and-after registration is 73% and 84%, which reflects the removal of susceptibility effects.
How to access this content:
For one year after publication, abstracts and videos are only open to registrants of this annual meeting. Registrants should use their existing login information. Non-registrant access can be purchased via the ISMRM E-Library.
After one year, current ISMRM & ISMRT members get free access to both the abstracts and videos. Non-members and non-registrants must purchase access via the ISMRM E-Library.
After two years, the meeting proceedings (abstracts) are opened to the public and require no login information. Videos remain behind password for access by members, registrants and E-Library customers.
Keywords