default author photo

Hirotaka Iwaki

Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD)

SCHOLARLY PAPERS

3

DOWNLOADS

231

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 149 (502,974)

Abstract:

Loading...

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

2.

Longitudinal Clinical and Biomarker Characteristics of Non-Manifesting LRRK2 G2019S Carriers: The PPMI Cohort

Number of pages: 34 Posted: 29 Apr 2022
Northwestern University (Philippines) - Department of Neurology, Northwestern University, University of Iowa, University of Iowa, University of Iowa - Department of Biostatistics, University of Iowa - Department of Biostatistics, University of Pittsburgh - Department of Neurology, Department of Neurology and the Taub Institute, Columbia University, Indiana University Purdue University Indianapolis (IUPUI) - Indiana University School of Medicine, Indiana University School of Medicine, University of Göttingen - Department of Neurology, University of Pennsylvania, University of California, San Francisco (UCSF) - Department of Neurology, Government of the United States of America - Center for Alzheimer's and Related Dementias (CARD), The Michael J. Fox Foundation and Institute for Neurodegenerative Disorders
Downloads 59 (980,173)

Abstract:

Loading...

Parkinson'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:

Loading...

Longitudinal biomedical data, Dimensionality reduction, Unsupervised learning