The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset.

[BibT_eX]

[DOI]

CoRR, 2020

Uncertainty Quantification in Medical Image Segmentation with Normalizing Flows.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019

Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.

[BibT_eX]

[DOI]

Mostafa Mehdipour-Ghazi

Medical Image Anal., 2019

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation.

[BibT_eX]

[DOI]

Mauricio Orbes-Arteaga

Proceedings of the Medical Imaging 2019: Image Processing, 2019

One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Knowledge Distillation for Semi-supervised Domain Adaptation.

[BibT_eX]

[DOI]

Mauricio Orbes-Arteaga

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning.

[BibT_eX]

[DOI]

Mauricio Orbes-Arteaga

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

On the Initialization of Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Mostafa Mehdipour-Ghazi

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Collocation for Diffeomorphic Deformations in Medical Image Registration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.

[BibT_eX]

[DOI]

Mauricio Orbes-Arteaga

CoRR, 2018

Robust training of recurrent neural networks to handle missing data for disease progression modeling.

[BibT_eX]

[DOI]

Mostafa Mehdipour-Ghazi

CoRR, 2018

Boundary Optimizing Network (BON).

[BibT_eX]

[DOI]

Marco Singh

Akshay Pai

CoRR, 2018

2017

Most Likely Separation of Intensity and Warping Effects in Image Registration.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2017

Deep-learnt classification of light curves.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Classification of Alzheimer and MCI Phenotypes on MRI Data Using SVM.

[BibT_eX]

[DOI]

Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2017

A Stochastic Large Deformation Model for Computational Anatomy.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2017

Characterization of Errors in Deep Learning-Based Brain MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.

[BibT_eX]

[DOI]

Mateusz Michalkiewicz

Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

2015

Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Diffeomorphic image registration with automatic time-step adjustment.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI.

[BibT_eX]

[DOI]

BMC Medical Imaging, 2014

Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

2013

Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Cube propagation for focal brain atrophy estimation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2011

Automated localization of vertebra landmarks in MRI images.

[BibT_eX]

[DOI]

Akshay Pai

Anand Narasimhamurthy

V. S. Veeravasarapu Rao

Vivek Vaidya

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2010

Similarity based false-positive reduction for breast cancer using radiographic and pathologic imaging features.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Akshay Pai

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