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2020 – today
- 2022
[i3]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
- [i2]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) - [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
- 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 - 2012
- [c4]Xiaofeng Yang, Pegah Ghafourian, Puneet Sharma, Khalil Salman, Diego R. Martín, Baowei Fei:
Nonrigid registration and classification of the kidneys in 3D dynamic contrast enhanced (DCE) MR images. Medical Imaging: Image Processing 2012: 83140B - 2011
- [c3]Jun Kong, Michael J. Lee, Pelin Bagci, Puneet Sharma, Diego R. Martín, N. Volkan Adsay, Joel H. Saltz, Alton B. Farris:
Computer-Based Image Analysis of Liver Steatosis with Large-Scale Microscopy Imagery and Correlation with Magnetic Resonance Imaging Lipid Analysis. BIBM 2011: 333-338
2000 – 2009
- 2008
- [c2]Nashiely Pineda-Alonso, Diego R. Martín, Qin Xu, Puneet Sharma, Miriam Vos, Xiaoping Hu:
High speed multiple echo acquisition (HISTO): A rapid and simultaneous assessment of fat and iron content in liver by 1HMRS, validation on phantoms and patients. ISBI 2008: 1533-1536 - 2006
- [c1]Yan Yang, Stephanie M. George, Diego R. Martín, Allen R. Tannenbaum, Don P. Giddens:
3D Modeling of Patient-Specific Geometries of Portal Veins Using MR Images. EMBC 2006: 5290-5293
Coauthor Index
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