Dr. Akshay Pai Profile

Dr. Akshay Pai

Co-Founder & CTO at Cerebriu A/S

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Publications (8)

Proceedings Article | 15 February 2021 Presentation + Paper

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

Irme Groothuis, Carole Sudre, Silvia Ingala, Jo Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sebastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat

Proceedings Volume 11596, 1159608 (2021) https://doi.org/10.1117/12.2580734

KEYWORDS: Image segmentation, Medical imaging

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Proceedings Article | 15 March 2019 Presentation + Paper

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

Mauricio Orbes-Arteaga, Lauge Sørensen, Jorge Cardoso, Marc Modat, Sebastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel , Akshay Pai

Proceedings Volume 10949, 109490S (2019) https://doi.org/10.1117/12.2512520

KEYWORDS: Image segmentation, Brain, Convolutional neural networks, Neuroimaging, Medical imaging, Monte Carlo methods, Magnetic resonance imaging, Statistical analysis, Image registration, Data modeling

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Proceedings Article | 21 March 2016 Paper

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

Mateusz Michalkiewicz, Akshay Pai, Kelvin Leung, Stefan Sommer, Sune Darkner, Lauge Sørensen, Jon Sporring, Mads Nielsen

Proceedings Volume 9784, 978406 (2016) https://doi.org/10.1117/12.2217089

KEYWORDS: Brain, Magnetic resonance imaging, Alzheimer's disease, Statistical analysis, Neuroimaging, Magnetism, Statistical modeling, Image registration, Clinical trials, Databases

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SPIE Journal Paper | 16 March 2016

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

Akshay Pai, Jon Sporring, Sune Darkner, Erik Dam, Martin Lillholm, Dan Jørgensen, Joonmi Oh, Gennan Chen, Joyce Suhy, Lauge Sørensen, Mads Nielsen

JMI, Vol. 3, Issue 01, 014005, (March 2016) https://doi.org/10.1117/12.10.1117/1.JMI.3.1.014005

KEYWORDS: Surface plasmons, Alzheimer's disease, Brain, Neuroimaging, Image registration, Control systems, Image segmentation, Diagnostics, Magnetic resonance imaging, Medical imaging

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Proceedings Article | 20 March 2015 Paper

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

Akshay Pai, Stefan Sommer, Lauge Sørensen, Sune Darkner, Jon Sporring, Mads Nielsen

Proceedings Volume 9413, 941335 (2015) https://doi.org/10.1117/12.2076469

KEYWORDS: Image registration, Alzheimer's disease, Amygdala, Control systems, Brain, Neuroimaging, Image restoration, Inspection, Image segmentation, Space operations

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Proceedings Article | 13 March 2013 Paper

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

Lene Lillemark, Lauge Sørensen, Peter Mysling, Akshay Pai, Erik Dam, Mads Nielsen

Proceedings Volume 8669, 866926 (2013) https://doi.org/10.1117/12.2007600

KEYWORDS: Brain, Magnetic resonance imaging, Image segmentation, Alzheimer's disease, Neuroimaging, Dementia, Amygdala, Thalamus, Image quality, Diffusion tensor imaging

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Proceedings Article | 16 March 2011 Paper

Automated localization of vertebra landmarks in MRI images

Akshay Pai, Anand Narasimhamurthy, V.S. Veeravasarapu Rao, Vivek Vaidya

Proceedings Volume 7963, 79633K (2011) https://doi.org/10.1117/12.878747

KEYWORDS: Magnetic resonance imaging, Spine, Image processing, Pathology, Image segmentation, Image quality, Image processing algorithms and systems, Medical imaging, Computer aided diagnosis and therapy, Current controlled current source

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Proceedings Article | 9 March 2010 Paper

Akshay Pai, Ravi Samala, Jianying Zhang, Wei Qian

Proceedings Volume 7624, 76242G (2010) https://doi.org/10.1117/12.844617

KEYWORDS: Principal component analysis, Mammography, Breast cancer, Computer aided diagnosis and therapy, Mahalanobis distance, Distance measurement, Pathology, CAD systems, Breast, Tissues

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Showing 5 of 8 publications

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