MEMO: Dataset and Methods for Robust Multimodal Retinal Image Registration with Large or Small Vessel Density Differences

no code implementations • 25 Sep 2023 • Chiao-Yi Wang, Faranguisse Kakhi Sadrieh, Yi-Ting Shen, Shih-En Chen, Sarah Kim, Victoria Chen, Achyut Raghavendra, Dongyi Wang, Osamah Saeedi, Yang Tao

To fill this gap, we establish MEMO, the first public multimodal EMA and OCTA retinal image dataset.

Image Registration Segmentation

High-dimensional Black-box Optimization Under Uncertainty

no code implementations • 6 Nov 2019 • Hadis Anahideh, Jay Rosenberger, Victoria Chen

As a resolution, we present a new surrogate optimization approach by addressing two gaps in prior research -- unimportant input variables and inefficient treatment of uncertainty associated with the black-box output.

Vocal Bursts Intensity Prediction