no code implementations • 16 Aug 2022 • Chulong Zhang, Yuming Jiang, Na Li, Zhicheng Zhang, Md Tauhidul Islam, Jingjing Dai, Lin Liu, Wenfeng He, Wenjian Qin, Jing Xiong, Yaoqin Xie, Xiaokun Liang
Deformable image registration is a necessary technique for fusing multi-modal pathology slices.
no code implementations • 6 Jun 2022 • Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Piotr Dubrowski, Jen-Yeu Wang, Joseph B. Schulz, Yong Yang, Lei Xing
To address these limitations, we propose a content based image retrieval (CBIR) method for retrieving dose distributions of previously planned patients based on anatomical similarity.
no code implementations • 29 Jan 2022 • Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing
On the contrary, this study investigates image classification using graphs generated from an image-specific number of multiscale superpixels.
1 code implementation • 21 Jul 2020 • Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing
The automatic diagnosis of various retinal diseases from fundus images is important to support clinical decision-making.
no code implementations • 27 Feb 2019 • Masoud Badiei Khuzani, Hongyi Ren, Md Tauhidul Islam, Lei Xing
Specifically, we consider a distributionally robust optimization of the kernel-target alignment with respect to the distribution of training samples over a distributional ball defined by the Kullback-Leibler (KL) divergence.