Reconstruction of MRI Images from Data Acquired on a General Non-Regular Grid by Pseudoinverse Calculation. - Rik Van de Walle; Harrison H. Barrett; Kyle J. Myers; Maria I. Altbach; Bart Desplanques; Arthur F. Gmitro; Jan Cornelis 001; Ignace Lemahieu (IEEE Trans. Medical Imaging, 2000)

Chemical-shift Imaging Utilizing the Positional Shifts along the Readout Gradient Direction. - Maria I. Altbach; Theodore P. Trouard; Rik Van de Walle; Rebecca J. Theilman; Eric Clarkson; Harrison H. Barrett; Arthur F. Gmitro (IEEE Trans. Medical Imaging, 2001)

Radial MRI techniques for obtaining motion-insensitive high-resolution images with variable contrast. - Maria I. Altbach; Theodore P. Trouard; Arthur F. Gmitro (ISBI, 2002)

Compression of electrocardiogram signals using JPEG2000. - Ali Bilgin; Michael W. Marcellin; Maria I. Altbach (IEEE Trans. Consumer Electron., 2003)

Wavelet Compression of ECG Signals by JPEG2000. - Ali Bilgin; Michael W. Marcellin; Maria I. Altbach (Data Compression Conference, 2004)

Model-based compressive diffusion tensor imaging. - Lingling Pu; Theodore P. Trouard; Lee Ryan; Chuan Huang 002; Maria I. Altbach; Ali Bilgin (ISBI, 2011)

Automated segmentation of breast fat-water MR images using empirical analysis. - Jose A. Rosado-Toro; Tomoe Barr; Jean-Philippe Galons; Marilyn T. Marron; Alison Stopeck; Cynthia Thomson; Maria I. Altbach; Jeffrey J. Rodriguez (ICASSP, 2013)

Task-based optimization of flip angle for texture analysis in MRI. - Jonathan F. Brand; Lars R. Furenlid; Maria I. Altbach; Jean-Philippe Galons; Achyut Bhattacharyya; Puneet Sharma; Tulshi Bhattacharyya; Ali Bilgin; Diego R. Martín (Image Perception, Observer Performance, and Technology Assessment, 2016)

Dynamic Programming Using Polar Variance for Image Segmentation. - Jose A. Rosado-Toro; Maria I. Altbach; Jeffrey J. Rodriguez (IEEE Trans. Image Process., 2016)

Segmentation of the right ventricle in four chamber cine cardiac MR images using polar dynamic programming. - Jose A. Rosado-Toro; Aiden Abidov; Maria I. Altbach; Isabel B. Oliva; Jeffrey J. Rodriguez; Ryan J. Avery (Comput. Medical Imaging Graph., 2017)

A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images. - Lavanya Umapathy; Mahesh Bharath Keerthivasan; Jean-Philippe Galons; Wyatt Unger; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative. - Lavanya Umapathy; Gloria Guzman Perez-Carillo; Blair Winegar; Srinivasan Vedantham; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images. - Lavanya Umapathy; Wyatt Unger; Faryal Shareef; Hina Arif; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI. - Lavanya Umapathy; Zhiyang Fu; Rohit C. Philip; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2022)