Akshay Pai
Akshay Pai
Cerebriu A/S ,University of Copenhagen, Biomediq A/S
Verified email at biomediq.com
Title
Cited by
Cited by
Year
Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
L Sørensen, C Igel, A Pai, I Balas, C Anker, M Lillholm, M Nielsen, ...
NeuroImage: Clinical 13, 470-482, 2017
972017
Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling
MM Ghazi, M Nielsen, A Pai, MJ Cardoso, M Modat, S Ourselin, ...
Medical image analysis 53, 39-46, 2019
442019
Brain region’s relative proximity as marker for Alzheimer’s disease based on structural MRI
L Lillemark, L Sørensen, A Pai, EB Dam, M Nielsen
BMC medical imaging 14 (1), 1-12, 2014
352014
One network to segment them all: A general, lightweight system for accurate 3d medical image segmentation
M Perslev, EB Dam, A Pai, C Igel
International Conference on Medical Image Computing and Computer-Assisted …, 2019
292019
Deep-learnt classification of light curves
A Mahabal, K Sheth, F Gieseke, A Pai, SG Djorgovski, AJ Drake, ...
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017
292017
Lung segmentation from chest X-rays using variational data imputation
R Selvan, EB Dam, NS Detlefsen, S Rischel, K Sheng, M Nielsen, A Pai
arXiv preprint arXiv:2005.10052, 2020
222020
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ...
Scientific reports 11 (1), 1-12, 2021
202021
Kernel bundle diffeomorphic image registration using stationary velocity fields and wendland basis functions
A Pai, S Sommer, L Sørensen, S Darkner, J Sporring, M Nielsen
IEEE transactions on medical imaging 35 (6), 1369-1380, 2015
202015
Knowledge distillation for semi-supervised domain adaptation
M Orbes-Arteainst, J Cardoso, L Sørensen, C Igel, S Ourselin, M Modat, ...
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019
172019
Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry
L Sørensen, A Pai, C Anker, I Balas, M Lillholm, C Igel, M Nielsen
Proc MICCAI workshop challenge on computer-aided diagnosis of dementia based …, 2014
172014
Multi-domain adaptation in brain mri through paired consistency and adversarial learning
M Orbes-Arteaga, T Varsavsky, CH Sudre, Z Eaton-Rosen, LJ Haddow, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
162019
A stochastic large deformation model for computational anatomy
A Arnaudon, DD Holm, A Pai, S Sommer
International Conference on Information Processing in Medical Imaging, 571-582, 2017
162017
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
M Orbes-Arteaga, MJ Cardoso, L Sørensen, M Modat, S Ourselin, ...
arXiv preprint arXiv:1808.06519, 2018
132018
Robust training of recurrent neural networks to handle missing data for disease progression modeling
MM Ghazi, M Nielsen, A Pai, MJ Cardoso, M Modat, S Ourselin, ...
arXiv preprint arXiv:1808.05500, 2018
112018
Classification of alzheimer and MCI phenotypes on MRI data using SVM
KR Kruthika, A Pai, HD Maheshappa, ...
International Symposium on Signal Processing and Intelligent Recognition …, 2017
102017
and the Australian Imaging Biomarkers and Lifestyle flagship study of ageing. Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI …
L Sørensen, C Igel, A Pai, I Balas, C Anker, M Lillholm, M Nielsen
Neuroimage Clin 13, 470-482, 2016
102016
Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease
JA Pillai, J Bena, G Bebek, LM Bekris, A Bonner‐Jackson, L Kou, A Pai, ...
Annals of clinical and translational neurology 7 (7), 1225-1239, 2020
82020
Stepwise inverse consistent euler’s scheme for diffeomorphic image registration
A Pai, S Sommer, S Darkner, L Sørensen, J Sporring, M Nielsen
International Workshop on Biomedical Image Registration, 223-230, 2014
72014
The international workshop on osteoarthritis imaging knee MRI segmentation challenge: a multi-institute evaluation and analysis framework on a standardized dataset
AD Desai, F Caliva, C Iriondo, A Mortazi, S Jambawalikar, U Bagci, ...
Radiology: Artificial Intelligence 3 (3), e200078, 2021
62021
Image registration using stationary velocity fields parameterized by norm-minimizing wendland kernel
A Pai, S Sommer, L Sørensen, S Darkner, J Sporring, M Nielsen
Medical Imaging 2015: Image Processing 9413, 941335, 2015
62015
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