1 code implementation • 20 Aug 2023 • Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris Oguz, Nadav Schwartz, Brett C Byram, Ipek Oguz
The method couples multi-box prompt augmentation and an aleatoric uncertainty-based false-negative (FN) and false-positive (FP) correction (FNPC) strategy.
no code implementations • 9 Mar 2023 • Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
A potential solution is to leverage the information available in large public datasets in conjunction with a target dataset which only has limited labeled data.
no code implementations • 29 Apr 2022 • Zachary A Stoebner, Daiwei Lu, Seok Hee Hong, Nicholas L Kavoussi, Ipek Oguz
Image segmentation has been increasingly applied in medical settings as recent developments have skyrocketed the potential applications of deep learning.