Page 294 - Big Data Analytics for Intelligent Healthcare Management

Index 289

I J
IBM blockchain, 221 Jaql, 53
Image mining and processing, 29–31
Iman-Davenport test, 278, 279t
Improved ACO algorithm (IACO), 6 K
Kamiya, Joe, 87
Independent component analysis (ICA), 156–157
k-anonymity method, 208–210
Information extraction technique, 8
Kidney, 270–271
Intelligent water drops (IWD) algorithm, 6 Kidney-inspired algorithm (KA)
International Headache Society (IHS), 94
International Society for Neurofeedback and Research (ISNR), BKA-FS, 272–273
and FCM clustering, biomedical data analysis
88, 96–97
average accuracy, 277–278, 278t, 278f
Internet of things (IoT), in healthcare, 1, 43, 94, 175–176
cluster analysis using optimal cluster centers, 274, 276
cloud computing
objective function values and accurateness, 277
act/notify module, 181–183, 182f
obtaining optimal cluster centers, 274–276, 275f
Adafruit cloud registration process, 180–181, 187–189,
statistical validity, 278, 279t
187–188f
filtration, reabsorption, secretion, and excretion, 270, 272
application layer, 179
mathematical formulations, 271–272
body temperature data storage, 189–191, 194f
OBKA-FS, 272–273
body temperature reading, 183–184, 184f, 189, 189–192f
pairwise kidney strategy, 272–273
detecting layer, 179
population-based algorithm, 270–272
fetch module, 179–180, 180f
power system stabilizers, tuning problem of, 272–273
health data, 179
rainfall time series prediction, 272–273
heart rate, 183, 184f
reservoir operation optimization, 272–273
ingest module, 180, 181f
K-mers, 50
live body temperature reading in screen, 189, 193f
K-nearest neighbor (K-NN) algorithm, 59–60, 64, 65f
medicinal services framework, 178
pulse rate graph, 184, 186f
raw pulse rate value, 184, 185f L
retrieve module, 181, 181f Laboratory Virtual Instrument Engineering Workbench
temperature reading on serial monitor, 183–184, 184f (LabVIEW), 178
total feed of temperature reading, 189, 193f Lamarckian genetic algorithm (LGA), 257
transport layer, 179 Large-vocabulary continuous speech recognition
cosmology-based mechanizing plan technique, 178 (LVCSR), 8
ECG observing framework, 176, 179 Linear trend model, 113, 114t, 116t, 130, 131t, 133, 133t,
End-clients, 179 141t, 143t
keen healing facility administration framework, 177 Logical Observation Identifiers Names and Codes
medical big data, 197–198, 200 (LOINC), 45
medicinal securing locator, 176 Logistic regression (LR) models, 152–154, 157–158
medicinal services framework, 177–179 breast cancer, ConvNets (see Breast cancer tissue image
next-generation intelligence, 248–249 classification, ConvNets)
patient’s well-being checking framework, 178–179 hyperuricemia, 154–155
PHMS, 177 result analysis
Raspberry-Pi based health monitoring system, 176 subject-dependent results, 166, 171t
remote monitoring and guidance awareness, 177 subject-independent experiment, 166–170, 171t
remote outward appearance checking, framework for, 178 subject-dependent experiments on PS and SP datasets, 163,
remote wearable ECG sensor, 178 165t
sensor technology and IoT, combination of, 177 average ROI-based feature, 164–165, 168t
service for patients, 19, 20f most active ROI-based feature, 166, 170t
transmission gadget, 176 N-most active-based feature, 166, 169t
ZigBee, and GSM module, 176–177 ROI-based features, 164, 167t
Invasive weed optimization (IWO) algorithm, 7 subject-dependent experiments on PS+SP
Item-based recommender system, 228 all features, 160–161, 160t