Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior von Sudarshan, Viswanath P., Egan, Gary F., Chen, Zhaolin, Awate, Suyash P.

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Incorporation of anatomical MRI knowledge for enhanced mapping of brain metabolism using functional PET von Sudarshan, Viswanath P., Li, Shenpeng, Jamadar, Sharna D., Egan, Gary F., Awate, Suyash P., Chen, Zhaolin

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Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT von Sharma, Vatsala, Awate, Suyash P.

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Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images von Kumar, Nitin, Awate, Suyash P.

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Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data von Sudarshan, Viswanath P., Upadhyay, Uddeshya, Egan, Gary F., Chen, Zhaolin, Awate, Suyash P.

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Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach von Awate, Suyash P., Garg, Saurabh, Jena, Rohit

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Point Set Registration Using Havrda-Charvat-Tsallis Entropy Measures von Tustison, Nicholas J, Awate, Suyash P, Gang Song, Cook, Tessa S, Gee, James C

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Unsupervised, information-theoretic, adaptive image filtering for image restoration von Awate, S.P., Whitaker, R.T.

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Multiatlas Segmentation as Nonparametric Regression von Awate, Suyash P., Whitaker, Ross T.

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Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality von Kulkarni, Prachi H., Merchant, S.N., Awate, Suyash P.

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R-fMRI reconstruction from k–t undersampled data using a subject-invariant dictionary model and VB-EM with nested minorization von Kulkarni, Prachi H., Merchant, S.N., Awate, Suyash P.

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Feature-Preserving MRI Denoising: A Nonparametric Empirical Bayes Approach von Awate, S.P., Whitaker, R.T.

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A functional network estimation method of resting-state fMRI using a hierarchical Markov random field von Liu, Wei, Awate, Suyash P., Anderson, Jeffrey S., Fletcher, P. Thomas

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Cerebral cortical folding analysis with multivariate modeling and testing: Studies on gender differences and neonatal development von Awate, Suyash P., Yushkevich, Paul A., Song, Zhuang, Licht, Daniel J., Gee, James C.

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Temporally constrained reconstruction of dynamic cardiac perfusion MRI von Adluru, Ganesh, Awate, Suyash P., Tasdizen, Tolga, Whitaker, Ross T., DiBella, Edward V.R.

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Tumor location and neurocognitive function-Unravelling the association and identifying relevant anatomical substrates in intra-axial brain tumors von Shah, Kanchi, Bhartia, Vinayak, Biswas, Chandrima, Sahu, Arpita, Shetty, Prakash M, Singh, Vikas, Velayutham, Parthiban, Awate, Suyash P, Moiyadi, Aliasgar V

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A semi-supervised multiscale generalized-VAE framework for one-class classification von Sharma, Renuka, Awate, Suyash P.

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Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification von Awate, Suyash P., Tasdizen, Tolga, Foster, Norman, Whitaker, Ross T.

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A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features von Zhang, Hui, Awate, Suyash P., Das, Sandhitsu R., Woo, John H., Melhem, Elias R., Gee, James C., Yushkevich, Paul A.

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Controllable Image Generation with Semi-supervised Deep Learning and Deformable-Mean-Template Based Geometry-Appearance Disentanglement von Wadhwani, Krishna, Awate, Suyash P.

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