IEEE Consumer Electronics Magazine - September/October 2021 - 61

Column: Professional Development
Navigating Neuroimaging
Datasets ADNI for
Alzheimer's Disease
N. Nan Chu
CWLab International
Haymanot Gebre-Amlak
University of Missouri-Kansas City
Abstract-Many researchers have used the Alzheimer's Disease Neuroimaging
Initiative (ADNI) to project Alzheimer's disease patients' brain images. However, the
learning curve required to use the ADNI is not trivial; supplements are required to work
with the complexity of the subject matter andconvoluteduserinterface in timesof
insufficient software extensions or technical support. Meanwhile, papers published
about the ADNI have involved popular artificial intelligence models while showing
uneven performance, many supplying incomparable accuracy figures. A tutorial is thus
offered, beyond what can be found in the ADNI website, for furthering research about
Alzheimer's disease. It also recommends areas of enhancements to make ADNI
datasets more user-friendly.
& THE 2020 CONFERENCE on Signal Processing
in the Context of Neurotechnology called out
the Alzheimer's Disease Neuroimaging Initiative
(ADNI) datasets for studying Alzheimer's Disease.
A tutorial was offered to navigate through the
ADNI website and, furthermore, to prepare evaluation
of brain aging process using state-of-the-art
modeling tools involving neural networking and
deep learning.9
Digital Object Identifier 10.1109/MCE.2021.3056872
Date ofpublication 3 February 2021; date ofcurrent version
5August 2021.
The Image & Data Archive (IDA) at the Laboratory
of Neuro Imaging (LONI) is a secure system
for the archival of neuroimaging data that
protects subject confidentiality by restricting
access to authorized users. IDA provides an
interactive and secure environment for storing,
searching, updating, sorting, accessing, tracking,
and manipulating neuroimaging and relevant
clinical data.1 The ADNI is a part of the prominent
studies in IDA. The ADNI is a longitudinal
multicenter study designed to develop clinical,
imaging, genetic, and biochemical biomarkers
for the early detection, tracking, and drug development
to treat Alzheimer's disease.2
September/October 2021
Published by the IEEE Consumer Technology Society
2162-2248 ß 2021 IEEE
61

IEEE Consumer Electronics Magazine - September/October 2021

Table of Contents for the Digital Edition of IEEE Consumer Electronics Magazine - September/October 2021

Contents
IEEE Consumer Electronics Magazine - September/October 2021 - Cover1
IEEE Consumer Electronics Magazine - September/October 2021 - Cover2
IEEE Consumer Electronics Magazine - September/October 2021 - Contents
IEEE Consumer Electronics Magazine - September/October 2021 - 2
IEEE Consumer Electronics Magazine - September/October 2021 - 3
IEEE Consumer Electronics Magazine - September/October 2021 - 4
IEEE Consumer Electronics Magazine - September/October 2021 - 5
IEEE Consumer Electronics Magazine - September/October 2021 - 6
IEEE Consumer Electronics Magazine - September/October 2021 - 7
IEEE Consumer Electronics Magazine - September/October 2021 - 8
IEEE Consumer Electronics Magazine - September/October 2021 - 9
IEEE Consumer Electronics Magazine - September/October 2021 - 10
IEEE Consumer Electronics Magazine - September/October 2021 - 11
IEEE Consumer Electronics Magazine - September/October 2021 - 12
IEEE Consumer Electronics Magazine - September/October 2021 - 13
IEEE Consumer Electronics Magazine - September/October 2021 - 14
IEEE Consumer Electronics Magazine - September/October 2021 - 15
IEEE Consumer Electronics Magazine - September/October 2021 - 16
IEEE Consumer Electronics Magazine - September/October 2021 - 17
IEEE Consumer Electronics Magazine - September/October 2021 - 18
IEEE Consumer Electronics Magazine - September/October 2021 - 19
IEEE Consumer Electronics Magazine - September/October 2021 - 20
IEEE Consumer Electronics Magazine - September/October 2021 - 21
IEEE Consumer Electronics Magazine - September/October 2021 - 22
IEEE Consumer Electronics Magazine - September/October 2021 - 23
IEEE Consumer Electronics Magazine - September/October 2021 - 24
IEEE Consumer Electronics Magazine - September/October 2021 - 25
IEEE Consumer Electronics Magazine - September/October 2021 - 26
IEEE Consumer Electronics Magazine - September/October 2021 - 27
IEEE Consumer Electronics Magazine - September/October 2021 - 28
IEEE Consumer Electronics Magazine - September/October 2021 - 29
IEEE Consumer Electronics Magazine - September/October 2021 - 30
IEEE Consumer Electronics Magazine - September/October 2021 - 31
IEEE Consumer Electronics Magazine - September/October 2021 - 32
IEEE Consumer Electronics Magazine - September/October 2021 - 33
IEEE Consumer Electronics Magazine - September/October 2021 - 34
IEEE Consumer Electronics Magazine - September/October 2021 - 35
IEEE Consumer Electronics Magazine - September/October 2021 - 36
IEEE Consumer Electronics Magazine - September/October 2021 - 37
IEEE Consumer Electronics Magazine - September/October 2021 - 38
IEEE Consumer Electronics Magazine - September/October 2021 - 39
IEEE Consumer Electronics Magazine - September/October 2021 - 40
IEEE Consumer Electronics Magazine - September/October 2021 - 41
IEEE Consumer Electronics Magazine - September/October 2021 - 42
IEEE Consumer Electronics Magazine - September/October 2021 - 43
IEEE Consumer Electronics Magazine - September/October 2021 - 44
IEEE Consumer Electronics Magazine - September/October 2021 - 45
IEEE Consumer Electronics Magazine - September/October 2021 - 46
IEEE Consumer Electronics Magazine - September/October 2021 - 47
IEEE Consumer Electronics Magazine - September/October 2021 - 48
IEEE Consumer Electronics Magazine - September/October 2021 - 49
IEEE Consumer Electronics Magazine - September/October 2021 - 50
IEEE Consumer Electronics Magazine - September/October 2021 - 51
IEEE Consumer Electronics Magazine - September/October 2021 - 52
IEEE Consumer Electronics Magazine - September/October 2021 - 53
IEEE Consumer Electronics Magazine - September/October 2021 - 54
IEEE Consumer Electronics Magazine - September/October 2021 - 55
IEEE Consumer Electronics Magazine - September/October 2021 - 56
IEEE Consumer Electronics Magazine - September/October 2021 - 57
IEEE Consumer Electronics Magazine - September/October 2021 - 58
IEEE Consumer Electronics Magazine - September/October 2021 - 59
IEEE Consumer Electronics Magazine - September/October 2021 - 60
IEEE Consumer Electronics Magazine - September/October 2021 - 61
IEEE Consumer Electronics Magazine - September/October 2021 - 62
IEEE Consumer Electronics Magazine - September/October 2021 - 63
IEEE Consumer Electronics Magazine - September/October 2021 - 64
IEEE Consumer Electronics Magazine - September/October 2021 - 65
IEEE Consumer Electronics Magazine - September/October 2021 - 66
IEEE Consumer Electronics Magazine - September/October 2021 - 67
IEEE Consumer Electronics Magazine - September/October 2021 - 68
IEEE Consumer Electronics Magazine - September/October 2021 - 69
IEEE Consumer Electronics Magazine - September/October 2021 - 70
IEEE Consumer Electronics Magazine - September/October 2021 - 71
IEEE Consumer Electronics Magazine - September/October 2021 - 72
IEEE Consumer Electronics Magazine - September/October 2021 - 73
IEEE Consumer Electronics Magazine - September/October 2021 - 74
IEEE Consumer Electronics Magazine - September/October 2021 - 75
IEEE Consumer Electronics Magazine - September/October 2021 - 76
IEEE Consumer Electronics Magazine - September/October 2021 - 77
IEEE Consumer Electronics Magazine - September/October 2021 - 78
IEEE Consumer Electronics Magazine - September/October 2021 - 79
IEEE Consumer Electronics Magazine - September/October 2021 - 80
IEEE Consumer Electronics Magazine - September/October 2021 - 81
IEEE Consumer Electronics Magazine - September/October 2021 - 82
IEEE Consumer Electronics Magazine - September/October 2021 - 83
IEEE Consumer Electronics Magazine - September/October 2021 - 84
IEEE Consumer Electronics Magazine - September/October 2021 - 85
IEEE Consumer Electronics Magazine - September/October 2021 - 86
IEEE Consumer Electronics Magazine - September/October 2021 - 87
IEEE Consumer Electronics Magazine - September/October 2021 - 88
IEEE Consumer Electronics Magazine - September/October 2021 - 89
IEEE Consumer Electronics Magazine - September/October 2021 - 90
IEEE Consumer Electronics Magazine - September/October 2021 - 91
IEEE Consumer Electronics Magazine - September/October 2021 - 92
IEEE Consumer Electronics Magazine - September/October 2021 - 93
IEEE Consumer Electronics Magazine - September/October 2021 - 94
IEEE Consumer Electronics Magazine - September/October 2021 - 95
IEEE Consumer Electronics Magazine - September/October 2021 - 96
IEEE Consumer Electronics Magazine - September/October 2021 - 97
IEEE Consumer Electronics Magazine - September/October 2021 - 98
IEEE Consumer Electronics Magazine - September/October 2021 - 99
IEEE Consumer Electronics Magazine - September/October 2021 - 100
IEEE Consumer Electronics Magazine - September/October 2021 - 101
IEEE Consumer Electronics Magazine - September/October 2021 - 102
IEEE Consumer Electronics Magazine - September/October 2021 - 103
IEEE Consumer Electronics Magazine - September/October 2021 - 104
IEEE Consumer Electronics Magazine - September/October 2021 - 105
IEEE Consumer Electronics Magazine - September/October 2021 - 106
IEEE Consumer Electronics Magazine - September/October 2021 - 107
IEEE Consumer Electronics Magazine - September/October 2021 - 108
IEEE Consumer Electronics Magazine - September/October 2021 - Cover3
IEEE Consumer Electronics Magazine - September/October 2021 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20240102
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20231112
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20230910
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20230708
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20230506
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20230304
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20230102
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20221112
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20220910
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20220708
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20220506
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20220304
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20220102
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20211112
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20210910
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20210708
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20210506
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_20210304
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202010
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202009
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202007
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202004
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202003
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_202001
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201910
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201909
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201907
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201905
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201903
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201901
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201811
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201809
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201807
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201805
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_201803
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_july2017
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_april2017
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_january2017
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_october2016
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_july2016
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_april2016
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_january2016
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_october2015
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_july2015
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_april2015
https://www.nxtbook.com/nxtbooks/ieee/consumerelectronics_january2015
https://www.nxtbookmedia.com