16 citations · 16 across the 1 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
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
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…