18 citations · 46 across the 3 of their papers we have counts for
3 papers
eess.IV2021★ 16 cited
Hyper-Convolution Networks for Biomedical Image Segmentation
Tianyu Ma, Adrian V. Dalca, Mert R. Sabuncu
The convolution operation is a central building block of neural network architectures widely used in computer vision. The size of the convolution kernels determines both the expres…
eess.IV2020★ 18 cited
Ensembling Low Precision Models for Binary Biomedical Image Segmentation
Tianyu Ma, Hang Zhang, Hanley Ong +5
Segmentation of anatomical regions of interest such as vessels or small lesions in medical images is still a difficult problem that is often tackled with manual input by an expert.…
cs.CV2020★ 12 cited
Volumetric landmark detection with a multi-scale shift equivariant neural network
Tianyu Ma, Ajay Gupta, Mert R. Sabuncu
Deep neural networks yield promising results in a wide range of computer vision applications, including landmark detection. A major challenge for accurate anatomical landmark detec…