1 citations · 1 across the 4 of their papers we have counts for
4 papers
BodyGPS: Anatomical Positioning System
Halid Ziya Yerebakan, Kritika Iyer, Xueqi Guo +2
We introduce a new type of foundational model for parsing human anatomy in medical images that works for different modalities. It supports supervised or unsupervised training and c…
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching between Longitudinal Studies
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath +2
We propose a method to match anatomical locations between pairs of medical images in longitudinal comparisons. The matching is made possible by computing a descriptor of the query…
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction
Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez
Magnetic resonance imaging (MRI) is widely employed for diagnostic tests in neurology. However, the utility of MRI is largely limited by its long acquisition time. Acquiring fewer…
Deep Generative Neural Embeddings for High Dimensional Data Visualization
Halid Ziya Yerebakan, Gerardo Hermosillo Valadez
We propose a visualization technique that utilizes neural network embeddings and a generative network to reconstruct original data. This method allows for independent manipulation…