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2020 – today
- 2022
[i4]Lavanya Umapathy, Zhiyang Fu, Rohit C. Philip, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI. CoRR abs/2205.13109 (2022)- 2020
- [i3]Lavanya Umapathy
, Mahesh Bharath Keerthivasan, Jean-Philippe Galons, Wyatt Unger, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images. CoRR abs/2004.05731 (2020) - [i2]Lavanya Umapathy, Gloria Guzman Perez-Carillo, Blair Winegar, Srinivasan Vedantham, Maria I. Altbach, Ali Bilgin:
White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative. CoRR abs/2012.13059 (2020) - [i1]Lavanya Umapathy, Wyatt Unger, Faryal Shareef, Hina Arif, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images. CoRR abs/2012.13501 (2020)
2010 – 2019
- 2017
- [j5]Jose A. Rosado-Toro, Aiden Abidov, Maria I. Altbach, Isabel B. Oliva, Jeffrey J. Rodriguez, Ryan J. Avery:
Segmentation of the right ventricle in four chamber cine cardiac MR images using polar dynamic programming. Comput. Medical Imaging Graph. 62: 15-25 (2017) - 2016
- [j4]Jose A. Rosado-Toro, Maria I. Altbach, Jeffrey J. Rodriguez:
Dynamic Programming Using Polar Variance for Image Segmentation. IEEE Trans. Image Process. 25(12): 5857-5866 (2016) - [c5]Jonathan F. Brand, Lars R. Furenlid, Maria I. Altbach, Jean-Philippe Galons, Achyut Bhattacharyya, Puneet Sharma, Tulshi Bhattacharyya, Ali Bilgin, Diego R. Martín:
Task-based optimization of flip angle for texture analysis in MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97870B - 2013
- [c4]Jose A. Rosado-Toro, Tomoe Barr, Jean-Philippe Galons, Marilyn T. Marron, Alison Stopeck, Cynthia Thomson, Maria I. Altbach, Jeffrey J. Rodriguez:
Automated segmentation of breast fat-water MR images using empirical analysis. ICASSP 2013: 1018-1022 - 2011
- [c3]Lingling Pu, Theodore P. Trouard, Lee Ryan, Chuan Huang, Maria I. Altbach, Ali Bilgin:
Model-based compressive diffusion tensor imaging. ISBI 2011: 254-257
2000 – 2009
- 2004
- [c2]Ali Bilgin, Michael W. Marcellin, Maria I. Altbach:
Wavelet Compression of ECG Signals by JPEG2000. Data Compression Conference 2004: 527 - 2003
- [j3]Ali Bilgin, Michael W. Marcellin, Maria I. Altbach:
Compression of electrocardiogram signals using JPEG2000. IEEE Trans. Consumer Electron. 49(4): 833-840 (2003) - 2002
- [c1]Maria I. Altbach, Theodore P. Trouard, Arthur F. Gmitro:
Radial MRI techniques for obtaining motion-insensitive high-resolution images with variable contrast. ISBI 2002: 125-128 - 2001
- [j2]Maria I. Altbach, Theodore P. Trouard, Rik Van de Walle, Rebecca J. Theilman, Eric Clarkson, Harrison H. Barrett, Arthur F. Gmitro:
Chemical-shift Imaging Utilizing the Positional Shifts along the Readout Gradient Direction. IEEE Trans. Medical Imaging 20(11): 1156-1166 (2001) - 2000
- [j1]Rik Van de Walle, Harrison H. Barrett, Kyle J. Myers, Maria I. Altbach, Bart Desplanques, Arthur F. Gmitro, Jan Cornelis, Ignace Lemahieu:
Reconstruction of MRI Images from Data Acquired on a General Non-Regular Grid by Pseudoinverse Calculation. IEEE Trans. Medical Imaging 19(12): 1160-1167 (2000)
Coauthor Index
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