Multi-view Framework for Histomorphologic Classification

no code implementations • MIDL 2019 • Stephanie A Harmon, Samira Masoudi, Thomas Sanford, Sherif Mehralivand, Stephanie Walker, Peter Choyke, Brad Wood, Peter Pinto, Jesse McKenney, Baris Turkbey

Current routine histopathologic evaluation of prostate cancer does not fully account for some individual morphology patterns associated with poor outcome.

Classification

Hybrid Apparent Diffusion Coefficient (HADC) Map

no code implementations • MIDL 2019 • Samira Masoudi, Stephanie A. Harmon, Stephanie Walker, Sherif Mehralivand, Ulas Bagci, Peter L. Choyke, Baris Turkbey

This work can considerably improve the quality of mpMRI combined assessment for prostate cancer detection.

Automated shapeshifting for function recovery in damaged robots

1 code implementation • 22 May 2019 • Sam Kriegman, Stephanie Walker, Dylan Shah, Michael Levin, Rebecca Kramer-Bottiglio, Josh Bongard

We found that, especially in the case of "deep insult", such as removal of all four of the robot's legs, the damaged machine evolves shape changes that not only recover the original level of function (locomotion) as before, but can in fact surpass the original level of performance (speed).