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Anant Dadu

University of Illinois at Urbana-Champaign - Department of Computer Science

SCHOLARLY PAPERS

3

DOWNLOADS

285

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Prediction, Prognosis and Monitoring of Neurodegeneration at Biobank-Scale via Machine Learning and Imaging

Number of pages: 22 Posted: 23 Feb 2024
University of Illinois at Urbana-Champaign - Department of Computer Science, National Institutes of Health, Malaysia, University of Virginia - Department of Radiology and Medical Imaging, Boston University - Department of Neurology, Institute for Neurodegenerative Disorders, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), University of Illinois at Urbana-Champaign - Department of Computer Science, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), University of Virginia - Department of Radiology and Medical Imaging and Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD)
Downloads 148 (502,974)

Abstract:

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Machine learning, neurodegenerative disorders, brain MRI imaging, early detection

2.

MRI2PET: Realistic PET Image Synthesis from MRI for Automated Inference of Brain Atrophy and Alzheimer's

Number of pages: 24 Posted: 23 Apr 2025
University of Illinois at Urbana-Champaign - Department of Computer Science, University of Illinois at Urbana-Champaign - Department of Computer Science, University of Virginia - Department of Radiology and Medical Imaging, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), University of Illinois at Urbana-Champaign - Department of Computer Science and Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD)
Downloads 114 (621,896)

Abstract:

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machine learning in healthcare, generative modeling, diffusion models, image generation, synthetic data, data augmentation, brain imaging, Alzheimer's disease

3.

Application of Aligned-UMAP to Longitudinal Biomedical Studies

Number of pages: 19 Posted: 08 Dec 2022
University of Illinois at Urbana-Champaign - Department of Computer Science, University of Illinois at Urbana-Champaign - Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign - Department of Industrial and Enterprise Systems Engineering, Government of the United States of America - National Institute of Neurological Disorders and Stroke (NINDS), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Invicro - Image Analysis, Invicro - Image Analysis, Invicro - Image Analysis, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), University of Illinois at Urbana-Champaign - Department of Computer Science, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD) and Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD)
Downloads 23 (1,411,822)

Abstract:

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Longitudinal biomedical data, Dimensionality reduction, Unsupervised learning