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Akshay Pai
Akshay Pai
Cerebriu A/S ,University of Copenhagen, Biomediq A/S
Verified email at biomediq.com
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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
1272017
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 1-13, 2022
982022
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
642019
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
632019
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
522021
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
392017
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
392014
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
372020
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
242019
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
242015
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
212021
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
212019
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
192018
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
192014
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
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
152018
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
112020
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
112016
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
Robust parametric modeling of Alzheimer’s disease progression
MM Ghazi, M Nielsen, A Pai, M Modat, MJ Cardoso, S Ourselin, ...
NeuroImage 225, 117460, 2021
72021
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