bigram

This is a table of type bigram and their frequencies. Use it to search & browse the list to learn more about your study carrel.

bigram	frequency
public health	803
machine learning	738
social media	518
big data	506
health care	454
mental health	363
deep learning	353
data sets	322
data sharing	314
infectious disease	308
data collection	294
time series	288
data set	278
artificial intelligence	276
infectious diseases	269
data sources	264
risk factors	245
personal data	236
data protection	233
emergency department	206
data analysis	197
united states	196
contact tracing	193
mobile phone	191
health services	185
abstract background	184
missing data	183
clinical trials	179
doc id	179
cord uid	179
supply chain	171
neural networks	167
logistic regression	160
systematic review	157
data collected	153
data analytics	153
breast cancer	153
altmetric data	152
blood pressure	146
data streams	143
federated learning	138
location data	135
data mining	130
data storage	128
neural network	125
phone data	125
social distancing	122
confirmed cases	121
data processing	120
raw data	117
decision making	117
open source	117
new york	114
cardiac arrest	112
cohort study	110
training data	109
blockchain technology	109
gene expression	107
remote sensing	106
digital health	106
total number	105
social networks	101
research topics	100
information systems	100
ed patients	99
data integration	99
real time	99
made available	98
clinical data	97
health information	97
novel coronavirus	96
learning algorithms	96
large number	95
health data	94
case study	92
collected data	91
series data	90
surveillance systems	90
electronic health	90
statistically significant	89
sequence data	88
ed visits	87
heart rate	87
data will	87
data quality	87
publicly available	86
mobility data	86
protein interactions	84
epidemiological data	84
new data	83
coronavirus disease	83
different types	83
world health	82
increased risk	82
available data	82
ai systems	82
will also	82
genomic data	82
data stream	81
input data	81
access control	81
open data	80
syndromic surveillance	80
human mobility	79
surveillance data	79
disease outbreaks	78
emergency medicine	78
acute respiratory	78
patients presenting	77
respiratory syndrome	77
disease control	77
media platforms	77
data may	76
protein interaction	76
primary care	76
heart failure	75
mean age	75
time data	74
data types	74
iot devices	73
health organization	73
data management	73
least one	72
ebola virus	72
data science	72
disease transmission	72
pandemic influenza	72
high risk	72
determine whether	71
surveillance system	71
natural language	71
may also	70
using data	70
data points	70
even though	70
gs standards	69
precision medicine	69
real world	68
health status	67
statistical methods	67
genetic information	66
copyright holder	66
health records	66
medical data	65
control group	65
physical activity	65
disease surveillance	65
statistical analysis	65
health surveillance	64
cancer risk	64
widely used	64
hiv aids	64
wide range	64
linear regression	63
risk assessment	63
genetic data	63
risk factor	63
early detection	63
service providers	63
global health	62
two groups	62
data acquisition	62
years old	62
social network	62
model parameters	62
health system	62
intensive care	62
ed data	61
data source	61
data access	61
media data	61
data available	60
general population	60
granted medrxiv	60
learning methods	60
first step	60
clinical practice	60
health authorities	60
ml based	60
developing countries	60
predictive models	60
author funder	60
atrial fibrillation	60
data using	59
recent years	59
literature review	59
regression analysis	59
influenza pandemic	59
phylogenetic trees	58
rare diseases	58
reproduction number	57
patient data	56
drug sales	56
version posted	56
sharing data	55
language processing	55
descriptive statistics	55
will provide	55
sample size	55
ed visit	55
vital signs	54
outbreak detection	54
supply chains	54
different sources	53
source data	53
commonly used	53
chief complaint	53
health problems	53
study period	53
inclusion criteria	53
may lead	53
incubation period	52
systems biology	52
deep neural	52
peer review	52
severe acute	52
confidence intervals	51
disease outbreak	51
posterior predictive	51
long term	51
omics data	51
urban areas	50
smart manufacturing	50
across different	50
future research	50
policy makers	50
randomized controlled	50
different countries	50
data scientists	50
privacy concerns	50
money laundering	50
among patients	50
important role	49
analyzed using	49
observational study	49
medical records	49
patient care	49
based models	49
mobile devices	49
health outcomes	49
informed consent	48
west african	48
hot research	48
sentiment analysis	48
based data	48
lung cancer	48
will need	48
different data	48
clinical trial	48
significant differences	48
factors associated	48
medical record	47
research community	47
transfer learning	47
will require	47
related data	47
calculated using	47
best practices	47
interaction data	47
urban health	47
national health	47
data across	47
privacy protection	47
ebola epidemic	47
smart cities	46
computer science	46
results show	46
chest pain	46
myocardial infarction	46
data obtained	46
rfid reader	46
better understand	46
healthcare data	46
human rights	46
healthcare system	46
data provided	46
reinforcement learning	46
confidence interval	46
standard deviation	46
disease spread	45
empirical data	45
nc detect	45
wearable devices	45
electronic medical	45
decision support	45
two different	45
nan doi	45
per day	45
super cell	45
dna data	45
mathematical models	45
kde bioscience	45
news articles	44
controlled trial	44
network models	44
significant difference	44
missing values	44
control measures	44
infection rate	44
african ebola	44
among others	44
infected individuals	44
collect data	44
emergency departments	44
prospective cohort	43
travel restrictions	43
data used	43
across multiple	43
will help	43
international license	43
tertiary care	43
performed using	43
information technology	43
see table	43
data entry	43
metabolic syndrome	43
health policy	43
drug use	43
gold standard	43
transmission dynamics	43
data visualization	43
health systems	43
cloud computing	42
york city	42
different kinds	42
convolutional neural	42
mitigation strategies	42
new technologies	42
age group	42
loss function	42
health professionals	42
virus disease	42
learning models	42
data must	42
smart contracts	42
real data	41
adverse events	41
zika virus	41
systems medicine	41
user interface	41
public interest	41
data generated	41
medical research	41
fake news	41
care providers	41
original data	41
large amounts	40
data type	40
less likely	40
primary health	40
care system	40
medical care	40
analytics package	40
bayesian inference	40
pregnant women	40
birth weight	40
small number	40
next step	40
proposed system	40
climate change	40
new cases	40
use cases	40
medical center	39
one year	39
providable data	39
relative risk	39
relevant data	39
general public	39
median age	39
human behavior	39
based approach	39
substitution model	39
disease dynamics	39
open access	39
age groups	39
expression data	39
member states	39
mf prevalence	39
scientific community	39
open science	39
ai ethics	39
time period	39
high level	39
primary outcome	39
share data	39
schema changes	39
demographic data	38
poster sessions	38
data exchange	38
clock models	38
case data	38
safety data	38
large scale	38
influenza virus	38
food traceability	38
smart city	38
data needs	38
health insurance	38
consumer protection	38
previous studies	38
clock model	38
time intervals	37
historical data	37
use case	37
predictive value	37
third parties	37
based methods	37
three different	37
data requests	37
experimental data	37
significantly higher	37
sensor data	37
significantly associated	37
monte carlo	37
sensitive data	37
contact patterns	37
heart disease	36
heterogeneous data	36
sectional study	36
reported cases	36
modeling approaches	36
genome sequencing	36
nan sha	36
clinical research	36
data availability	36
digital data	36
european countries	36
adult patients	36
temporal data	36
high quality	36
per year	36
mortality rates	36
also provide	36
odds ratios	36
interaction networks	36
medical students	36
controlled trials	36
health officials	36
model predictions	36
million people	36
health record	35
time points	35
hospital admission	35
learning techniques	35
population density	35
multiple sources	35
medrxiv preprint	35
information system	35
recurrent neural	35
better understanding	35
serial interval	35
different levels	35
learning model	35
sales data	35
data privacy	35
smart nodes	35
health research	35
object detection	34
many countries	34
text mining	34
public good	34
health centre	34
healthcare systems	34
time spent	34
early stages	34
digital contact	34
ct scans	34
parameter values	34
health promotion	34
clinical decision	34
demographic characteristics	34
ebola outbreak	34
chart review	34
west africa	34
latent space	34
future work	34
supervised learning	34
will allow	34
regression models	34
respiratory rate	33
two main	33
intervention group	33
care unit	33
special issue	33
substance use	33
many different	33
metabolic engineering	33
regression model	33
control study	33
based systems	33
business models	33
mass index	33
quality control	33
research purposes	33
higher risk	33
case counts	33
large amount	33
data repository	32
odds ratio	32
ambient intelligence	32
additional file	32
proposed approach	32
sustainable development	32
differential privacy	32
support vector	32
systematic reviews	32
digital content	32
quality assurance	32
mobility patterns	32
systematic literature	32
also used	32
mobile health	32
cervical cancer	32
prospective observational	32
ray images	32
creative commons	32
ed physicians	32
moving average	32
aggregate data	31
table shows	31
large data	31
survey data	31
using different	31
hospital mortality	31
financial services	31
domain interactions	31
contact network	31
target data	31
body mass	31
additional data	31
food supply	31
data controller	31
allows users	31
will continue	31
medical services	31
also provides	31
authors declare	31
side effects	31
substance abuse	31
seasonal influenza	31
disease epidemiology	31
exit strategies	31
level i	31
among women	31
cardiovascular disease	31
outcome measures	31
health behavior	31
may need	31
specific data	31
smart contract	31
sensor devices	31
spatial distribution	31
growth rate	31
emergency physicians	31
health needs	30
chain management	30
food safety	30
data model	30
third party	30
ct scan	30
ai methods	30
results indicate	30
simulated data	30
health interventions	30
inner city	30
network inference	30
epidemiological parameters	30
information security	30
drug administration	30
service delivery	30
case studies	30
level data	30
johns hopkins	30
randomly selected	30
erasure coding	30
response rate	30
air pollution	30
ethical issues	30
wireless sensor	30
intellectual property	30
observational studies	30
may help	30
personal information	30
using mobile	30
year period	30
using deep	30
convenience sample	30
mental illness	30
amino acid	30
among different	30
media post	30
socioeconomic status	30
daily life	30
additional information	29
services research	29
trauma center	29
results suggest	29
health service	29
pilot study	29
human genome	29
decision makers	29
data presence	29
aged years	29
ai ml	29
treatment effect	29
provide information	29
community transmission	29
network model	29
social support	29
month period	29
law enforcement	29
european union	29
chemical descriptors	29
case numbers	29
protein sequences	29
medical imaging	29
type diabetes	29
one hand	29
disease prevention	29
augmented reality	29
influenza surveillance	29
mobile phones	29
recent advances	29
may include	29
nucleic acid	29
drug users	29
many cases	28
wide variety	28
molecular modeling	28
medical devices	28
health monitoring	28
testing data	28
useful information	28
next section	28
future studies	28
another example	28
data generation	28
smart health	28
may provide	28
patient monitoring	28
network analysis	28
data subject	28
older adults	28
preventive measures	28
ml models	28
patients receiving	28
healthcare providers	28
significantly lower	28
relationships among	28
study design	28
data security	28
administrative data	28
scientific data	28
severe sepsis	28
significantly different	28
demographic information	28
digital epidemiology	28
analysis using	28
legacy equipment	28
mechanistic models	28
within days	28
march th	28
random sample	28
data annotation	27
industrial revolution	27
predictive maintenance	27
model based	27
imaging data	27
i trauma	27
federated cloud	27
based research	27
study population	27
using ai	27
correlation coefficient	27
prospective study	27
chronic diseases	27
dna sequencing	27
heavy hitters	27
prediction models	27
generative adversarial	27
two weeks	27
population size	27
two types	27
learning algorithm	26
clinical information	26
sensitivity analysis	26
street youth	26
learning approach	26
large numbers	26
healthcare professionals	26
research data	26
pharmaceutical interventions	26
phylogenetic tree	26
epidemic models	26
crystal structure	26
based model	26
rare disease	26
mc model	26
predictive analytics	26
data subjects	26
care utilization	26
twitter mentions	26
based approaches	26
time periods	26
protection law	26
clinical outcomes	26
ct images	26
herd immunity	26
septic shock	26
system based	26
freely available	26
prescriptive analytics	26
population health	26
information related	26
pain management	26
reality mining	26
transmission trees	26
artificial neural	26
subject fields	26
critical care	26
south korea	26
social learning	26
north carolina	26
will become	26
broad range	26
multiple data	25
test results	25
social services	25
present study	25
traffic flow	25
infected patients	25
management system	25
data formats	25
privacy preserving	25
near future	25
drug discovery	25
multivariate analysis	25
allows us	25
coronary heart	25
reproductive number	25
health conditions	25
data repositories	25
section presents	25
global pandemic	25
universal health	25
significant increase	25
census data	25
paradigm shift	25
ffi ffi	25
observed data	25
high levels	25
food products	25
within hours	25
various types	25
social sciences	25
competing interests	25
also known	25
one health	25
sensitivity analyses	25
false positive	25
model selection	25
monitoring data	25
shivom platform	25
data assimilation	25
sequence information	25
exponential growth	25
epidemiological studies	25
software packages	25
longitudinal data	25
event detection	25
findings suggest	25
based system	25
focal firm	25
selection bias	25
policy making	25
statistical data	25
women aged	25
world data	25
public policy	25
early stage	25
reproduction numbers	25
randomised controlled	25
metapopulation models	25
symptom onset	25
visualization tools	25
current pandemic	25
study using	25
academic ed	25
synthetic data	24
might also	24
data items	24
future directions	24
hopkins university	24
epidemiological surveillance	24
income countries	24
fatality rate	24
molecular interaction	24
gps data	24
often used	24
pediatric patients	24
focus groups	24
trauma patients	24
higher levels	24
satellite imagery	24
alcohol consumption	24
ehr systems	24
syndrome coronavirus	24
social justice	24
first time	24
took place	24
markov chain	24
social big	24
predictive model	24
antimicrobial resistance	24
infected persons	24
issues related	24
overdose deaths	24
research project	24
data related	24
data providers	24
structured data	24
protein structure	24
relevant information	24
molecular clock	24
scientific research	24
data determined	24
existing data	24
molecular biology	24
community health	24
may occur	24
posted september	24
pediatric emergency	24
influenza epidemics	24
random forest	24
monitoring system	24
collecting data	24
training process	24
information exchange	24
emerging infectious	24
geographic information	24
supplementary material	24
health effects	24
black box	23
determined using	23
long time	23
data driven	23
may vary	23
also help	23
health survey	23
may affect	23
individual patient	23
data governance	23
sierra leone	23
care services	23
virtual reality	23
digital technologies	23
patient satisfaction	23
interaction network	23
hate speech	23
research projects	23
biological networks	23
opioid overdose	23
will likely	23
virus transmission	23
epidemiological research	23
virus outbreak	23
united kingdom	23
computed tomography	23
traffic data	23
may result	23
statistical models	23
private data	23
deep convolutional	23
domain experts	23
better results	23
exclusion criteria	23
ground truth	23
social capital	23
spectral clustering	23
study conducted	23
contact networks	23
must also	23
baseline data	23
individual level	23
chronic disease	23
data use	23
colorectal cancer	22
data without	22
cardiovascular risk	22
test statistic	22
low income	22
care workers	22
infected cases	22
protein sequence	22
transmission models	22
using machine	22
data point	22
biomedical research	22
medical image	22
google flu	22
san francisco	22
private sector	22
fourth amendment	22
early warning	22
hospital discharge	22
computer vision	22
operating system	22
new approach	22
laboratory tests	22
one another	22
cardiovascular diseases	22
image analysis	22
medical images	22
health impact	22
mg dl	22
free text	22
network data	22
human health	22
genome sequences	22
will lead	22
patient records	22
natural history	22
knowledge base	22
three main	22
contact information	22
total population	22
learning method	22
respiratory infections	22
public key	22
cancer patients	22
quality data	22
situational awareness	22
international conference	22
take place	22
actual data	22
remote monitoring	22
population data	22
term memory	22
information diffusion	22
information management	22
use data	22
based services	22
suspected cases	22
impact assessment	21
per hour	21
oxygen saturation	21
learning systems	21
family members	21
experimental results	21
related information	21
immune system	21
likert scale	21
estimated using	21
information flow	21
based analysis	21
related research	21
african american	21
data need	21
usual care	21
proposed framework	21
different methods	21
retrospective cohort	21
patient outcomes	21
patient privacy	21
national level	21
common data	21
aggregated data	21
shape model	21
will take	21
many people	21
data records	21
led trials	21
case reports	21
built using	21
given area	21
three models	21
different time	21
smoking cessation	21
models using	21
i will	21
clustering algorithm	21
median time	21
various sources	21
hong kong	21
false positives	21
feature extraction	21
working group	21
ai system	21
epidemic control	21
recent studies	21
become available	21
ml kg	21
modelling study	21
secondary analysis	21
patients diagnosed	21
evaluated using	21
lymphatic filariasis	21
patients without	21
read access	21
clinical care	21
also need	21
patients admitted	21
regression analyses	21
high school	21
population level	21
retrospective study	21
investigation system	21
diagnosis data	21
wait time	21
derivative estimate	21
model adequacy	21
patients treated	21
gene ontology	21
dgsaugust dataset	21
teaching hospital	21
twitter users	21
limited data	21
potential risk	21
transmission risk	21
epidemiological models	21
complete data	21
smart devices	21
help us	21
biological material	21
electronic communications	21
bacillus anthracis	21
near real	21
cluster analysis	20
authors also	20
statistical analyses	20
next generation	20
smart home	20
infected people	20
sensor networks	20
abdominal pain	20
compared using	20
native dutch	20
hypothesis testing	20
chest ct	20
related confusion	20
communicable diseases	20
detailed information	20
based access	20
european commission	20
health agencies	20
years ago	20
future outbreaks	20
branch lengths	20
rfid tag	20
reference model	20
five years	20
different groups	20
observational data	20
image data	20
data including	20
different social	20
food chain	20
trend analysis	20
second wave	20
transmission events	20
large datasets	20
drug safety	20
success rate	20
results showed	20
urgent need	20
highly significant	20
models may	20
user experience	20
clinically relevant	20
open commons	20
correlation coefficients	20
age years	20
mg kg	20
information sharing	20
collaborative research	20
people living	20
multimodal data	20
time consuming	20
epidemic dynamics	20
presentation will	20
data imputation	20
used data	20
incidence rates	20
business model	20
data regarding	20
potential benefits	20
data needed	20
unsupervised learning	20
clinical characteristics	20
information regarding	20
average number	20
randomized trials	20
provide feedback	20
adult ed	20
clinically significant	20
differentially expressed	20
anonymized data	20
like illness	20
low risk	20
social networking	20
protection directive	20
data integrity	20
medical resources	20
two decades	20
research questions	20
natural disasters	20
privacy issues	20
scale data	20
data extraction	20
health coverage	20
ai applications	20
data elements	20
analysis tools	20
urban poor	20
task force	20
emergency medical	20
contact interactions	20
inference methods	20
model using	19
data flow	19
complex data	19
spreadsheet program	19
input variables	19
also use	19
making process	19
educational level	19
mixed reality	19
data might	19
distancing measures	19
across countries	19
rural areas	19
using blockchain	19
principal component	19
smart node	19
census tracts	19
data store	19
training set	19
many years	19
make sense	19
different stages	19
uncertainty quantification	19
parameter estimates	19
virtual robot	19
media platform	19
south africa	19
pi models	19
trial data	19
six months	19
predictive performance	19
research interests	19
mass spectrometry	19
cohort studies	19
data curation	19
detection using	19
every day	19
health informatics	19
urban academic	19
blood samples	19
information available	19
group contact	19
intervention strategies	19
airway management	19
response efforts	19
provide data	19
time interval	19
simulation models	19
will discuss	19
source code	19
care delivery	19
various data	19
mobile data	19
social contact	19
based algorithms	19
data capture	19
food security	19
diagnostic tests	19
compartmental models	19
large urban	19
energy consumption	19
relatively small	19
therapeutic hypothermia	19
data gathered	19
central server	19
children aged	19
emergency care	19
health emergencies	19
attack rate	19
best practice	19
nucleic acids	19
coronary artery	19
citizen science	19
expert knowledge	19
infected person	19
also provided	19
data bank	19
data structure	19
scientific knowledge	19
human disease	19
increasing number	19
take advantage	19
sensitive information	19
national center	19
drug overdose	19
patients may	19
one week	19
assessed using	19
based medicine	19
april th	19
mathematical modeling	19
derivative estimates	19
infection rates	19
daily new	19
ml systems	19
bottle type	19
research areas	19
one study	19
sampling rate	19
daily counts	19
different ways	19
see also	19
clinical studies	18
psychological distress	18
positive predictive	18
child health	18
functional annotation	18
respiratory data	18
phylogenetic analysis	18
detection performance	18
higher rates	18
behavior change	18
analysis methods	18
file system	18
global model	18
noisy data	18
new opportunities	18
dynamic contact	18
study showed	18
privacy policies	18
active cases	18
harm reduction	18
significantly reduced	18
artery disease	18
prediction model	18
may require	18
systolic blood	18
outbreak response	18
ed utilization	18
temporal resolution	18
regulatory requirements	18
death rate	18
using artificial	18
cases reported	18
core competencies	18
family history	18
results obtained	18
significant impact	18
lessons learned	18
molecular epidemiology	18
breathing data	18
disease burden	18
mortality risk	18
health centres	18
data show	18
data fusion	18
medical device	18
will increase	18
genomics data	18
vector machine	18
first two	18
research findings	18
analysis techniques	18
least squares	18
consecutive patients	18
predictive data	18
great deal	18
current state	18
short term	18
emergency situations	18
limited number	18
data provider	18
medical staff	18
biological data	18
nuclear power	18
health problem	18
bacterial pneumonia	18
global fscs	18
population based	18
united nations	18
major public	18
opioid use	18
disease parameters	18
learning system	18
fault tolerance	18
relaxed clock	18
true number	18
local health	18
middle east	18
system will	18
image segmentation	18
digital phenotyping	18
data stored	18
mobile device	18
another important	18
cancer registry	18
hospital cardiac	18
search engine	18
data gathering	18
two years	18
lf models	18
emergency management	18
venture capital	18
mathematical model	18
protein data	18
obtained using	18
heart rhythm	18
one example	18
make use	18
sexually transmitted	18
information provided	18
resource allocation	18
mortality rate	18
program directors	18
social problems	18
posted june	18
social interactions	18
learning analytics	18
driven approaches	18
irregular time	18
multivariate logistic	18
th century	17
developed countries	17
basic reproduction	17
routine clinical	17
published data	17
knowledge discovery	17
current research	17
well known	17
mining techniques	17
may cause	17
daily cases	17
quality improvement	17
will use	17
public data	17
young people	17
patients aged	17
text data	17
ems system	17
admitted patients	17
readily available	17
dental caries	17
sequencing data	17
data resources	17
disease management	17
noted earlier	17
including data	17
four different	17
physical distancing	17
many areas	17
textual data	17
independently associated	17
young adults	17
potential impact	17
adversarial networks	17
github repository	17
health indicators	17
disease research	17
vascular disease	17
using multiple	17
urban settings	17
global burden	17
academic medical	17
jurisdictional claims	17
target dataset	17
related ices	17
model development	17
per week	17
individual contact	17
adverse outcomes	17
community members	17
baseline shifts	17
branch length	17
global scale	17
also include	17
online social	17
birth cohort	17
tests performed	17
ehr data	17
storage system	17
different approaches	17
crisis communication	17
analytical tools	17
ed users	17
legal framework	17
will enable	17
cox proportional	17
current status	17
irregularly sampled	17
data distribution	17
new challenges	17
critically ill	17
risks associated	17
high accuracy	17
different aspects	17
making decisions	17
cancer screening	17
population dynamics	17
based techniques	17
drug abuse	17
health decision	17
data suggest	17
large volumes	17
disaster management	17
include data	17
incidence data	17
given time	17
remains neutral	17
economic development	17
potential confounders	17
springer nature	17
disease risk	17
safety outcomes	17
study treatment	17
decision tree	17
body temperature	17
institutional affiliations	17
prevalence data	17
dna sequence	17
protein complexes	17
medicine residents	17
heterogeneous sources	17
conducted using	17
health organizations	17
output data	17
ten years	17
urban communities	17
challenges related	17
mobile network	17
published maps	17
opioid prescribing	17
european data	17
general data	17
case definitions	17
nature remains	17
pandemic preparedness	17
different regions	17
commons license	17
operating systems	17
prior knowledge	17
medical field	17
general health	17
good results	17
secure data	17
sensed data	17
management systems	17
service provider	16
death certificate	16
biological systems	16
valuable information	16
supplementary information	16
food industry	16
methods will	16
computer program	16
significant association	16
collected using	16
critical actions	16
metabolic pathways	16
phylogenetic inference	16
series relations	16
building blocks	16
higher level	16
level risk	16
will result	16
comparative analysis	16
timely manner	16
per month	16
alcohol use	16
interactive web	16
edge computing	16
genome sequence	16
influenza vaccine	16
sudden cardiac	16
scientific literature	16
false discovery	16
different areas	16
based surveillance	16
ai will	16
average age	16
mean score	16
significantly increased	16
contact tracking	16
significant linear	16
posterior distribution	16
last years	16
different parts	16
organ failure	16
based covid	16
secondary outcomes	16
mean square	16
adverse effects	16
web browser	16
data transfer	16
learning technology	16
attending physicians	16
identify potential	16
visit data	16
care data	16
case fatality	16
uncorrelated lognormal	16
epidemiological model	16
become increasingly	16
hiv infection	16
systems based	16
major challenge	16
retrospective chart	16
google trends	16
laboratory data	16
risk groups	16
clustering algorithms	16
research groups	16
multiple locations	16
diabetes mellitus	16
focus group	16
type i	16
disease severity	16
respiratory symptoms	16
last decade	16
several studies	16
warning system	16
tracking project	16
feature engineering	16
comparative study	16
aed use	16
web application	16
useful tool	16
models used	16
image recognition	16
regulatory agencies	16
mental status	16
mental disorders	16
data owner	16
reliable data	16
em residency	16
data users	16
different locations	16
high performance	16
among children	16
high degree	16
community hospital	16
low cost	16
binding sites	16
will focus	16
physical health	16
location information	16
health crisis	16
also found	16
healthcare industry	16
sequence analysis	16
also available	16
geographical location	16
research studies	16
provide useful	16
important issue	16
environmental factors	16
critical events	16
multivariable logistic	16
diagnostic accuracy	16
cancer mortality	16
working party	16
fold change	16
relative humidity	16
quality issues	16
main goal	16
two data	16
information collected	16
viral pneumonia	16
research will	16
two major	16
incubation model	16
learning rate	16
full potential	16
sensor device	16
arrest patients	16
hazard ratio	16
semantic interoperability	16
pattern recognition	16
high blood	16
clustering approach	16
critical role	16
make decisions	16
google scholar	16
long short	16
personal privacy	16
will always	16
trial design	16
different domains	16
admission rate	16
acute myocardial	16
study found	16
anomaly detection	16
patient demographics	16
preliminary results	16
research directions	16
term forecasts	16
past year	16
data controllers	16
sample sizes	16
health policies	16
human beings	15
erasure codes	15
i believe	15
emerging pathogens	15
web pages	15
means clustering	15
laboratory testing	15
error correlation	15
prior studies	15
temporal changes	15
risk estimates	15
probability density	15
temporal distribution	15
epidemiological network	15
resource utilization	15
annotation schema	15
symptom data	15
different models	15
virus spread	15
facial recognition	15
model used	15
transmission patterns	15
purpose limitation	15
distributed storage	15
track covid	15
member state	15
within one	15
standard deviations	15
national institute	15
first level	15
polymerase chain	15
pathogen surveillance	15
chain reaction	15
study also	15
across time	15
model training	15
ml methods	15
learning approaches	15
first one	15
unstructured data	15
acute coronary	15
health risks	15
latent dirichlet	15
prescription drug	15
dimensional data	15
multiple imputation	15
posterior probability	15
food quality	15
data coverage	15
trained research	15
personal devices	15
storage space	15
ai research	15
unique identifier	15
training dataset	15
homeless people	15
time step	15
health response	15
specific disease	15
immunodeficiency virus	15
computational resources	15
operational data	15
news article	15
provide valuable	15
lognormal relaxed	15
computational methods	15
positively associated	15
physiological data	15
care facilities	15
new infections	15
rapid development	15
agent based	15
randomized trial	15
management information	15
wait times	15
media posts	15
controlled vocabulary	15
three categories	15
respiratory pathogen	15
vice versa	15
minimum energy	15
encoded data	15
predictive modeling	15
classic cfr	15
informatics platform	15
platforms like	15
general practice	15
patient visits	15
time required	15
health workers	15
frequent ed	15
dirichlet allocation	15
preventive treatment	15
relatively low	15
care provider	15
data warehouse	15
east respiratory	15
based devices	15
also important	15
coronavirus outbreak	15
use disorder	15
information society	15
diastolic blood	15
dgsapril dataset	15
relational database	15
genomic epidemiology	15
chief complaints	15
significant effect	15
care units	15
rapidly evolving	15
urban area	15
em residents	15
main outcome	15
health tools	15
general practitioners	15
distributed ledger	15
another approach	15
current situation	15
power plants	15
data interoperability	15
access data	15
frequent users	15
collected information	15
biological processes	15
molecular data	15
currently available	15
key role	15
magnetic resonance	15
discovery rate	15
component analysis	15
high resolution	15
health education	15
bayesian networks	15
educational data	15
symptomatic cases	15
total visits	15
temporal dynamics	15
important information	15
research center	15
copy number	15
least two	15
healthcare services	15
infectious agents	15
history data	15
recent study	15
lifestyle factors	15
hiv testing	15
many patients	15
system using	15
baseline characteristics	15
surveillance programs	15
storage overhead	15
analysis results	15
daily number	15
data based	15
load balancing	15
health measures	15
high prevalence	15
incidence rate	15
tools like	15
question answering	15
urban centers	15
ed los	15
different interventions	15
software tools	15
healthcare management	15
significant improvement	15
diverse data	15
web services	15
prehospital setting	15
will occur	15
dependent variable	15
personal health	15
identified using	15
domain knowledge	15
table provides	15
health department	15
previously validated	15
among individuals	14
sensing data	14
pandemic related	14
genome annotation	14
related issues	14
recent work	14
van der	14
also require	14
added value	14
data hunger	14
training program	14
study will	14
acid sequence	14
success rates	14
translational research	14
randomized clinical	14
models will	14
hospital stay	14
section describes	14
virtual identity	14
will remain	14
services organisations	14
smart connected	14
model assumptions	14
table presents	14
cost per	14
effect size	14
proposed architecture	14
higher among	14
laboratory results	14
cell phone	14
capacity building	14
weather data	14
scholarly articles	14
risk management	14
voice recognition	14
health practice	14
microarray data	14
public databases	14
data aggregation	14
industrial marketing	14
significant changes	14
will include	14
truth data	14
clinical outcome	14
low levels	14
fog computing	14
official data	14
based algorithm	14
ambulatory monitoring	14
conceptual framework	14
chronic conditions	14
congestive heart	14
using social	14
life expectancy	14
user data	14
radiation exposure	14
human immunodeficiency	14
information retrieval	14
using twitter	14
health security	14
educational intervention	14
methods used	14
health sector	14
increased mortality	14
starting point	14
epidemic spread	14
cancer cases	14
biological samples	14
influenza season	14
paramount importance	14
saharan africa	14
deep reinforcement	14
diagnostic yield	14
assess whether	14
life cycle	14
environmental conditions	14
transmission network	14
supervised machine	14
ml model	14
statistical monitoring	14
food fraud	14
first stage	14
bayesian phylogenetic	14
data analyses	14
patient safety	14
negative predictive	14
clinical course	14
patient characteristics	14
allow us	14
sir model	14
total distance	14
ml algorithms	14
scoping review	14
context data	14
one must	14
criminal activity	14
potential solution	14
included patients	14
data systems	14
series relation	14
pain scores	14
computational power	14
european parliament	14
hash value	14
gt data	14
will generate	14
local level	14
will improve	14
driven services	14
function will	14
identity management	14
providing information	14
admission rates	14
various countries	14
infected samples	14
massive data	14
national institutes	14
daily living	14
informed decisions	14
improve health	14
data models	14
detailed analysis	14
mean difference	14
dimensional structure	14
higher education	14
molecular interactions	14
drug development	14
image processing	14
clustering methods	14
rater reliability	14
time information	14
network based	14
technological advances	14
crowdsourced data	14
adjusted odds	14
decision rule	14
health issues	14
two categories	14
trusted third	14
previous research	14
one month	14
three types	14
highly sensitive	14
see section	14
subject field	14
huge amount	14
classification system	14
ismts data	14
treatment effects	14
posted november	14
hospital system	14
wearable sensors	14
human populations	14
emerging diseases	14
eligible patients	14
psychiatric disorders	14
marketing management	14
intermittent preventive	14
care professionals	14
patient age	14
rate variability	14
data cleaning	14
fundamental rights	14
drug resistance	14
animal health	14
influenza propagation	14
done using	14
significantly improved	14
future pandemics	14
active surveillance	14
inflammatory response	14
copd patients	14
relatively simple	14
article gdpr	14
ml techniques	14
ethics committee	14
mixing patterns	14
positive cases	14
metropolitan areas	14
daily basis	14
virtual identities	14
avian influenza	14
stored data	14
probability distribution	14
interacting proteins	14
previous section	14
section discusses	14
three major	14
cardiovascular events	14
end users	13
ml min	13
corona virus	13
significant reduction	13
test data	13
approach using	13
large proportion	13
paper presents	13
web server	13
data extracted	13
absolute humidity	13
learning framework	13
homomorphic encryption	13
implemented using	13
single shot	13
discharged patients	13
risk patients	13
first wave	13
analytics tools	13
network architectures	13
family health	13
proportional hazards	13
easily accessible	13
school closure	13
wos publications	13
also discuss	13
study aims	13
numerical differentiation	13
scientific publications	13
human contact	13
method based	13
storage systems	13
household income	13
relative survival	13
acgme core	13
covid tracking	13
tracking system	13
consensus mechanism	13
type ii	13
publication bias	13
low energy	13
omic data	13
towards covid	13
outcome measure	13
partition coefficient	13
global positioning	13
department data	13
local community	13
published research	13
research question	13
quality assessment	13
prospectively collected	13
also includes	13
childhood cancer	13
several countries	13
dimensionality reduction	13
inpatient mortality	13
geographical locations	13
among people	13
research works	13
using bayesian	13
data custodians	13
text files	13
help identify	13
data architecture	13
analysis perspectives	13
screening programme	13
current data	13
blockchain network	13
anonymous credentials	13
public events	13
hospital staff	13
schema evolution	13
epidemic forecasting	13
rates among	13
bearing fault	13
amino acids	13
health emergency	13
program evaluation	13
case definition	13
well established	13
st century	13
york times	13
multinomial test	13
hours post	13
prediction task	13
consumer devices	13
cloud storage	13
june th	13
made possible	13
pathogen sequencing	13
injection drug	13
food insecurity	13
sensor network	13
engineered features	13
human population	13
research database	13
store data	13
crisis management	13
species composition	13
developed using	13
total variation	13
measurement feedback	13
semantic web	13
among men	13
well defined	13
resource center	13
satellite images	13
effective way	13
labelled data	13
retrospective analysis	13
data anonymization	13
underlying data	13
human subjects	13
square tests	13
will still	13
pulmonary embolism	13
privacy risks	13
much better	13
primary objective	13
mendeley readers	13
mortality prediction	13
control groups	13
response system	13
drug design	13
movement patterns	13
asian msm	13
urban ed	13
physical genome	13
cognitive function	13
new approaches	13
evolutionary history	13
data format	13
malware detection	13
financial transactions	13
residency programs	13
reactive protein	13
traditional approach	13
particular interest	13
independent variable	13
west nile	13
disease detection	13
genomic sequence	13
head ct	13
recognition systems	13
well suited	13
cross validation	13
care systems	13
value chain	13
sequencing technologies	13
diagonally interleaved	13
much higher	13
information will	13
daily changes	13
poisson regression	13
per patient	13
recent research	13
without compromising	13
mobile app	13
key challenges	13
trial results	13
proposed model	13
effect sizes	13
related work	13
model also	13
clinical management	13
brain injury	13
altmetric events	13
multivariate time	13
data alone	13
based survey	13
susceptible individuals	13
data support	13
collaborative learning	13
volume eds	13
traditional methods	13
patients seen	13
various kinds	13
new era	13
test instance	13
head trauma	13
patient monitor	13
analysis will	13
optimal number	13
ethnic minority	13
computational models	13
sexual contact	13
examine whether	13
service provision	13
optimization problem	13
blood glucose	13
blockchain platform	13
pandemic response	13
theoretical models	13
two independent	13
rfid tags	13
complex systems	13
regarding data	13
graphical user	13
standard errors	13
information contained	13
ed length	13
data research	13
maximum number	13
strict clock	13
note springer	13
influenza vaccination	13
traffic prediction	13
antibiotic resistance	13
computational biology	13
study shows	13
ct data	13
csv files	13
insurance companies	13
colon cancer	13
paper will	13
metabolic pathway	13
cox regression	13
also consider	13
worth noting	13
different scenarios	13
personalized medicine	13
pain medication	13
quality management	13
property rights	13
feature selection	13
global public	13
sequence similarity	13
evaluate whether	13
may increase	13
mathematical modelling	13
death rates	13
may contribute	13
using ml	13
diagnostic testing	13
people will	13
existing methods	13
care needs	13
binding site	13
semantic annotation	13
distributed software	13
attending physician	13
second step	13
model calibration	13
first transformation	13
differentially private	12
medical history	12
vast majority	12
clinical settings	12
individual health	12
effect estimates	12
weather conditions	12
point likert	12
close proximity	12
mobility restrictions	12
regional differences	12
african countries	12
mobile apps	12
several factors	12
cluster size	12
higher number	12
clinically useful	12
body weight	12
perform better	12
high cost	12
elderly people	12
mda mf	12
major depressive	12
takes place	12
patient information	12
fold cross	12
different formats	12
recovered cases	12
malarial drugs	12
models based	12
protection regulation	12
accountability act	12
urban environments	12
software development	12
golay filter	12
pulmonary cases	12
ssd mobilenet	12
essential services	12
information extraction	12
disease incidence	12
health departments	12
among persons	12
new virus	12
taking place	12
rfid technology	12
originally submitted	12
specific location	12
dialysis patients	12
treatment strategies	12
care settings	12
better outcomes	12
per location	12
longitudinal study	12
epidemics using	12
might need	12
policy document	12
based applications	12
skin cancer	12
trauma centers	12
genv will	12
presence absence	12
one patient	12
research agenda	12
air travel	12
treatment response	12
exact test	12
facebook mentions	12
three years	12
intended use	12
incomplete data	12
passive smoking	12
patients received	12
existing models	12
sentence classification	12
coronary syndrome	12
global traceability	12
health events	12
content analysis	12
initial data	12
sufficient data	12
social security	12
particularly relevant	12
epidemiologic studies	12
generation victoria	12
gene network	12
similar data	12
psi mi	12
healthcare demand	12
dna synthesis	12
influenza viruses	12
strict liability	12
infant mortality	12
based case	12
problem solving	12
interests include	12
adversarial attacks	12
risk stratification	12
emergency response	12
literature search	12
large population	12
vital sign	12
research efforts	12
early diagnosis	12
pneumonia cases	12
government agencies	12
multivariate analyses	12
social change	12
much larger	12
leading cause	12
processed data	12
study aimed	12
genetic algorithm	12
interquartile range	12
speech recognition	12
use different	12
infection control	12
fourth industrial	12
chronic pain	12
project will	12
greater risk	12
point scale	12
digital technology	12
growth rates	12
data size	12
received emails	12
school closures	12
coronavirus data	12
systems science	12
many challenges	12
point cloud	12
patients undergoing	12
ischemic stroke	12
bottle types	12
currently used	12
gs global	12
encrypted data	12
optic nerve	12
personal relationships	12
measured using	12
time window	12
randomly assigned	12
rfid readers	12
go beyond	12
dna sequences	12
mobility behaviors	12
research methods	12
killer whales	12
emergency physician	12
transmission networks	12
cases per	12
disease data	12
criminal justice	12
process data	12
based care	12
pareto front	12
ad hoc	12
csv file	12
make predictions	12
rate variation	12
common among	12
overall quality	12
treatment options	12
high rates	12
standardized data	12
competitive advantage	12
clinical environment	12
based learning	12
retrospective review	12
structural features	12
across many	12
search queries	12
made public	12
recently developed	12
based practices	12
visualization software	12
likelihood ratio	12
test set	12
insurance portability	12
just one	12
current covid	12
past months	12
epidemic transmission	12
control studies	12
traumatic brain	12
communication protocols	12
one might	12
related factors	12
negative consequences	12
identify patients	12
spanish influenza	12
original study	12
error rates	12
xml format	12
statistical comparisons	12
human protein	12
may improve	12
topic level	12
healthcare information	12
social life	12
stereo matching	12
probability distributions	12
streaming data	12
expert consensus	12
closely related	12
wavelet transform	12
chain monte	12
global infectious	12
many studies	12
reproductive health	12
central role	12
covid pandemic	12
pediatric ed	12
molecular evolution	12
based dashboard	12
data fields	12
energy conformations	12
statistical tests	12
proposed solution	12
alongside genv	12
analyzed data	12
prediction using	12
hierarchical clustering	12
representation learning	12
ed volume	12
road traffic	12
pain patients	12
one hundred	12
multiple types	12
general practitioner	12
three groups	12
primary prevention	12
statistical approaches	12
new insights	12
different datasets	12
parameter space	12
computing power	12
spatial data	12
drug treatment	12
rat model	12
put forth	12
safety assessment	12
public policies	12
prognostic factors	12
network structure	12
disease model	12
main components	12
programming language	12
sampling rates	12
main objective	12
human services	12
ethnic groups	12
global data	12
increasingly important	12
data directly	12
quantitative data	12
metadata file	12
create new	12
depressive symptoms	12
control strategies	12
case report	12
several types	12
risk group	12
risk indexes	12
lf elimination	12
health facilities	12
first year	12
sequence alignment	12
democratic republic	12
detection system	12
battery level	12
computing resources	12
telephone follow	12
institutional review	12
count sketch	12
social workers	12
pandemic potential	12
structure prediction	12
differentiation methods	12
new type	12
policy development	12