Akshay Pai

ScholarGPS® ID: 60803886200301

Affiliation

University of Copenhagen, Copenhagen, Denmark

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

769

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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An Automatic DWI/FLAIR Mismatch Assessment of Stroke Patients (journal article) Johansen, Jacob \| Offersen, Cecilie Mørck \| Carlsen, Jonathan Frederik \| Ingala, Silvia \| Hansen, Adam Espe \| Nielsen, Michael Bachmann \| Darkner, Sune \| Pai, Akshay Diagnostics, volume 14, issue 1, pages 69- (2023). 10.3390/diagnostics14010069 Cite \| Source
Artificial Intelligence for Automated DWI/FLAIR Mismatch Assessment on Magnetic Resonance Imaging in Stroke: A Systematic Review (journal article) Offersen, Cecilie Mørck \| Sørensen, Jens \| Sheng, Kaining \| Carlsen, Jonathan Frederik \| Langkilde, Annika Reynberg \| Pai, Akshay \| Truelsen, Thomas Clement \| Nielsen, Michael Bachmann Diagnostics, volume 13, issue 12, pages 2111- (2023). 10.3390/diagnostics13122111 Cited by (2) \| Cite \| Source
Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders (book chapter) In Medical Applications with Disentanglements Middleton, Jon \| Bauer, Marko \| Johansen, Jacob \| Nielsen, Mads \| Sommer, Stefan \| Pai, Akshay Springer Nature Switzerland (2023) 10.1007/978-3-031-25046-0_5 Cite \| Source
Automated Identification of Multiple Findings on Brain MRI for Improving Scan Acquisition and Interpretation Workflows: A Systematic Review (journal article) Sheng, Kaining \| Offersen, Cecilie Mørck \| Middleton, Jon \| Carlsen, Jonathan Frederik \| Truelsen, Thomas Clement \| Pai, Akshay \| Johansen, Jacob \| Nielsen, Michael Bachmann Diagnostics, volume 12, issue 8, pages 1878- (2022). 10.3390/diagnostics12081878 Cited by (2) \| Cite \| Source
Cross‐Cohort Automatic Knee MRI Segmentation With Multi‐Planar U‐Nets (journal article) Perslev, Mathias \| Pai, Akshay \| Runhaar, Jos \| Igel, Christian \| Dam, Erik B. Journal of Magnetic Resonance Imaging, volume 55, issue 6, pages 1650-1663 (2022). 10.1002/jmri.27978 Cited by (10) \| Cite \| Source
Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification (book chapter) In Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 Diao, Pengfei \| Pai, Akshay \| Igel, Christian \| Krag, Christian Hedeager Springer Nature Switzerland (2022) 10.1007/978-3-031-16449-1_72 Cited by (3) \| Cite \| Source
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset (journal article) Desai, Arjun D. \| Caliva, Francesco \| Iriondo, Claudia \| Mortazi, Aliasghar \| Jambawalikar, Sachin \| Bagci, Ulas \| Perslev, Mathias \| Igel, Christian \| Dam, Erik B. \| Gaj, Sibaji \| ... \| Pai, Akshay Radiology: Artificial Intelligence, volume 3, issue 3, pages e200078- (2021). 10.1148/ryai.2021200078 Cited by (47) \| Cite \| Source
Robust parametric modeling of Alzheimer’s disease progression (journal article) Mehdipour Ghazi, Mostafa \| Nielsen, Mads \| Pai, Akshay \| Modat, Marc \| Jorge Cardoso, M. \| Ourselin, Sébastien \| Sørensen, Lauge NeuroImage, volume 225 (2021). 10.1016/j.neuroimage.2020.117460 Cited by (13) \| Cite \| Source
Disease progression modeling‐based prediction of cognitive decline (journal article) Ghazi, Mostafa Mehdipour \| Sørensen, Lauge \| Pai, Akshay \| Cardoso, Jorge \| Modat, Marc \| Ourselin, Sebastien \| Nielsen, Mads Alzheimer's & Dementia, volume 16, issue S4 (2020). 10.1002/alz.043850 Cite \| Source
Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease (journal article) Pillai, Jagan A. \| Bena, James \| Bebek, Gurkan \| Bekris, Lynn M. \| Bonner‐Jackson, Aaron \| Kou, Lei \| Pai, Akshay \| Sørensen, Lauge \| Neilsen, Mads \| Rao, Stephen M. \| ... \| Leverenz, James B. Annals of Clinical and Translational Neurology, volume 7, issue 7, pages 1225-1239 (2020). 10.1002/acn3.51109 Cited by (21) \| Cite \| Source
A multi-institute automated segmentation evaluation on a standard dataset: Findings from the international workshop on osteoarthritis imaging segmentation challenge (journal article) Desai, A. \| Caliva, F. \| Iriondo, C. \| Khosravan, N. \| Mortazi, A. \| Jambawalikar, S. \| Torigian, D. \| Ellermann, J. \| Akcakaya, M. \| Bagci, U. \| ... \| Chaudhari, A. Osteoarthritis and Cartilage, volume 28 (2020). 10.1016/j.joca.2020.02.477 Cited by (3) \| Cite \| Source
Uncertainty Quantification in Medical Image Segmentation with Normalizing Flows (book chapter) In Machine Learning in Medical Imaging Selvan, Raghavendra \| Faye, Frederik \| Middleton, Jon \| Pai, Akshay Springer International Publishing (2020) 10.1007/978-3-030-59861-7_9 Cited by (17) \| Cite \| Source
P4‐326: UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE (journal article) Sørensen, Lauge \| Pai, Akshay \| Nielsen, Mads \| Leverenz, James B. \| Pillai, Jagan A. Alzheimer's & Dementia, volume 15, issue 7S_Part_27 (2019). 10.1016/j.jalz.2019.06.3996 Cite \| Source
Confidence Measures for Deep Learning in Domain Adaptation (journal article) Bonechi, Simone \| Andreini, Paolo \| Bianchini, Monica \| Pai, Akshay \| Scarselli, Franco Applied Sciences, volume 9, issue 11, pages 2192- (2019). 10.3390/app9112192 Cited by (4) \| Cite \| Source
Training recurrent neural networks robust to incomplete data: Application to Alzheimer’s disease progression modeling (journal article) Mehdipour Ghazi, Mostafa \| Nielsen, Mads \| Pai, Akshay \| Cardoso, M. Jorge \| Modat, Marc \| Ourselin, Sébastien \| Sørensen, Lauge Medical Image Analysis, volume 53 (2019). 10.1016/j.media.2019.01.004 Cited by (81) \| Cite \| Source
Validation of an open source, generic deep learning architecture for 3D MRI segmentation - with data from the OAI, PROOF, and CCBR (journal article) Perslev, M. \| Pai, A. \| Igel, C. \| Runhaar, J. \| Dam, E.B. Osteoarthritis and Cartilage, volume 27 (2019). 10.1016/j.joca.2019.02.394 Cited by (1) \| Cite \| Source
On the Initialization of Long Short-Term Memory Networks (book chapter) In Neural Information Processing Mehdipour Ghazi, Mostafa \| Nielsen, Mads \| Pai, Akshay \| Modat, Marc \| Cardoso, M. Jorge \| Ourselin, Sébastien \| Sørensen, Lauge Springer International Publishing (2019) 10.1007/978-3-030-36708-4_23 Cited by (5) \| Cite \| Source
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning (book chapter) In Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data Orbes-Arteaga, Mauricio \| Varsavsky, Thomas \| Sudre, Carole H. \| Eaton-Rosen, Zach \| Haddow, Lewis J. \| Sørensen, Lauge \| Nielsen, Mads \| Pai, Akshay \| Ourselin, Sébastien \| Modat, Marc \| ... \| Cardoso, M. Jorge Springer International Publishing (2019) 10.1007/978-3-030-33391-1_7 Cited by (28) \| Cite \| Source
Knowledge Distillation for Semi-supervised Domain Adaptation (book chapter) In OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging Orbes-Arteainst, Mauricio \| Cardoso, Jorge \| Sørensen, Lauge \| Igel, Christian \| Ourselin, Sebastien \| Modat, Marc \| Nielsen, Mads \| Pai, Akshay Springer International Publishing (2019) 10.1007/978-3-030-32695-1_8 Cited by (19) \| Cite \| Source
One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation (book chapter) In Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 Perslev, Mathias \| Dam, Erik Bjørnager \| Pai, Akshay \| Igel, Christian Springer International Publishing (2019) 10.1007/978-3-030-32245-8_4 Cited by (63) \| Cite \| Source