List of works - Akshay Pai

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

article

AUTOMATED HIPPOCAMPAL SEGMENTATION USING NEW STANDARDIZED MANUAL SEGMENTATIONS FROM THE HARMONIZED HIPPOCAMPAL PROTOCOL

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

scientific article

Collocation for Diffeomorphic Deformations in Medical Image Registration

scientific article

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

Cube propagation for focal brain atrophy estimation

DO DEMENTIA BIOMARKERS HAVE A SIGMOID TRAJECTORY? INSIGHTS FROM NON-LINEAR MIXED EFFECTS MODELING

Deformation-based atrophy computation by surface propagation and its application to Alzheimer's disease

scientific article published on January 2016

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

scientific article

Diffeomorphic image registration with automatic time-step adjustment

scientific article published in April 2015

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

scientific article published on 07 December 2016

HIPPOCAMPAL TEXTURE PREDICTS RATE OF COGNITIVE DECLINE IN MILD COGNITIVE IMPAIRMENT

Hippocampal texture predicts conversion from MCI to Alzheimer's disease

scholarly article by Lauge Sørensen et al published July 2013 in Alzheimer's and Dementia

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

scholarly article published 20 March 2015

Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer's disease

scientific article published on 07 July 2020

Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions

scientific article published on 23 December 2015

Lesion-wise evaluation for effective performance monitoring of small object segmentation

scientific article

Localized cerebral atrophy acceleration during Alzheimer's disease

scholarly article by Akshay Pai et al published July 2013 in Alzheimer's and Dementia

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

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PRE-DEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

scholarly article by Jagan A. Pillai et al published July 2014 in Alzheimer's and Dementia

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PREDEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

Robust parametric modeling of Alzheimer's disease progression

scientific article published on 16 October 2020

Stepwise Inverse Consistent Euler’s Scheme for Diffeomorphic Image Registration

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

scientific article published on 12 January 2019

List of works by Akshay Pai

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

AUTOMATED HIPPOCAMPAL SEGMENTATION USING NEW STANDARDIZED MANUAL SEGMENTATIONS FROM THE HARMONIZED HIPPOCAMPAL PROTOCOL

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

Collocation for Diffeomorphic Deformations in Medical Image Registration

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

Cube propagation for focal brain atrophy estimation

DO DEMENTIA BIOMARKERS HAVE A SIGMOID TRAJECTORY? INSIGHTS FROM NON-LINEAR MIXED EFFECTS MODELING

Deformation-based atrophy computation by surface propagation and its application to Alzheimer's disease

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

Diffeomorphic image registration with automatic time-step adjustment

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

HIPPOCAMPAL TEXTURE PREDICTS RATE OF COGNITIVE DECLINE IN MILD COGNITIVE IMPAIRMENT

Hippocampal texture predicts conversion from MCI to Alzheimer's disease

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

Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer's disease

Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions

Lesion-wise evaluation for effective performance monitoring of small object segmentation

Localized cerebral atrophy acceleration during Alzheimer's disease

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

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PRE-DEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PREDEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

Robust parametric modeling of Alzheimer's disease progression

Stepwise Inverse Consistent Euler’s Scheme for Diffeomorphic Image Registration

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

WHITE MATTER HYPOINTENSITY GROWTH RATE CORRELATES WITH RATE OF BRAIN ATROPHY

WHITE MATTER HYPOINTENSITY GROWTH RATE CORRELATES WITH RATE OF BRAIN ATROPHY