3 papers
cs.CV2023
Characterizing the Features of Mitotic Figures Using a Conditional Diffusion Probabilistic Model
Cagla Deniz Bahadir, Benjamin Liechty, David J. Pisapia +1
Mitotic figure detection in histology images is a hard-to-define, yet clinically significant task, where labels are generated with pathologist interpretations and where there is no…
eess.IV2019
Deep-learning-based Optimization of the Under-sampling Pattern in MRI
Cagla D. Bahadir, Alan Q. Wang, Adrian V. Dalca +1
In compressed sensing MRI (CS-MRI), k-space measurements are under-sampled to achieve accelerated scan times. CS-MRI presents two fundamental problems: (1) where to sample and (2)…
eess.IV2019
Learning-based Optimization of the Under-sampling Pattern in MRI
Cagla Deniz Bahadir, Adrian V. Dalca, Mert R. Sabuncu
Acquisition of Magnetic Resonance Imaging (MRI) scans can be accelerated by under-sampling in k-space (i.e., the Fourier domain). In this paper, we consider the problem of optimizi…