ISCB 2021: 42ND ANNUAL CONFERENCE OF THE INTERNATIONAL SOCIETY FOR CLINICAL BIOSTATISTICS
TALK KEYWORD INDEX

This page contains an index consisting of author-provided keywords.

1
16S rRNA gene sequencing
2
2x2
4
4pLL model
A
Aalen-Johansen estimator
Abdominal aortic aneurysms
Accelerometers
accuracy
Acinetobacter baumannii
acoustic feature
action threshold
adaptive design
adaptive enrichment design
adaptive Gauss-Hermite quadrature
Adaptive randomisation
Adaptive randomization
adaptive threshold design
adaptive trial design
Additional Benefit Assessment
additive predictor
administrative data
adolescents
adverse drug events
adverse drug reactions
adverse events
agent-based model
agent-based modelling
aging
AI
Air pollutants
allocation bias
Alternating recurrent events
Alzheimer’s disease
Amyotrophic Lateral Sclerosis
Analysis
analysis population
ANCOVA
anemia
animal experiment
Annealed variational inference
ANOVA
antibiotic resistance
anxiety
Applicability
Approximate Bayesian computation (ABC)
Artificial intelligence
Artificial Neuron
assay sensitivity
Association parameter
Association structure
AUC
awake thoracic surgery
B
Background mortality
baseline imbalance
basket trial
Basket trial design
basket trials
bayes factor
Bayesian
Bayesian analysis
Bayesian approach
Bayesian clinical trial design
Bayesian clinical trials design
bayesian data assimilation
Bayesian decision-theory
Bayesian disease mapping
Bayesian Factor Analysis for interaction (FIN)
Bayesian hierarchical model
Bayesian hierarchical modeling
Bayesian Hierarchical Models
Bayesian inference
Bayesian joint modeling
Bayesian Latent Class Analysis
Bayesian methods
bayesian model averaging
Bayesian modelling
Bayesian models
bayesian optimal interval design
Bayesian P-splines
Bayesian Posterior Probabilities
Bayesian regression
Bayesian statistics
Bayesian variable selection
baymedr
Benchmark
Besag York Mollié (BYM)
between-individual variance
bias
Bias (epidemiology)
Bias quantification
bias-variance trade-off
biasing policy
big data
binary classification
binary endpoint
binary outcome
Binary outcomes
binary response
Bioequivalence
biomarker
biomarker trajectory
Biomarker-strategy
Biomarkers
birth cohorts
Birth interval
Bivariate toxicity
BKMR
bladder cancer
Blood pressure variability
Blood test
BMI
Bootstrap
borrowing from external data
bounds
Breast cancer
Bullous pemphigoid
C
Calibration
Calibration slope
Cancer
Cancer clinical trial
cancer regression
cancer screening
Cardiomyopathy
Cardiovascular
Cardiovascular disease
Cardiovascular risk
Case control
case-cohort study
Case-control designs
Case-control studies
causal effect
Causal effect direction
Causal effect generalization
Causal Graph
Causal inference
Causal mediation analysis
Causality
Censoring
change
Charlson Comorbidity Index
childhood cancer
choroid plexus
Chronic diseases
Chronological bias
circular data
Classification
classifiers
clinical
clinical decision making
Clinical phase III trials
Clinical practice research datalink
Clinical prediction
Clinical prediction models
clinical risk score
clinical trial
clinical trial analysis
clinical trial analysis plans
clinical trial design
Clinical trial innovation
clinical trial reporting
Clinical trials
Cluster
Cluster Analysis
cluster level analysis
cluster randomisation
cluster randomised trial
cluster randomised trials
cluster randomized Intervention
cluster randomized trials
cluster stepped wedge
cluster-randomised trial
Clustered data
clustered time-to-event data
Clustering
Cochrane
Cochrane Database of Systematic Reviews
Coefficient of determination
cognitive bias
Cohort design
cohort study
cohorting
collapsibility
collider bias
colorectal cancer
combination therapy
Comorbidities
comorbidity
comparison study
Compartmental model
Competing risk
Competing risks
competitive risk
Complex interventions
composite endpoint
computer-aided diagnosis
Concordance
concordance discordance model
Concurrent controls
conditional autoregressive (CAR) models
Confidence Band
Confidence Interval
confidence interval estimation
Confirmatory factor analysis
Conflict of Evidence
Confounding Bias
Congeniality
congenital anomalies
consensus building
Constrained randomisation
contact tracing
Continuous monitoring
correlated data
Correlated test statistics
correlation
count data
Counterfactual
counterfactual prediction
Covariate measurement
covariate selection
covariates
COVID
Covid 19
COVID-19
COVID-19 patients
covid19
Cox proportional Hazard Model
Cox proportional-hazards regression
Critical care
Critical Community Size
Cross-classified data
Cross-contamination
Cumulative incidence functions
cumulative link model
Cumulative probability of toxicity
Cure models
cut-point
CV risk factors
Cystic Fibrosis
Czech National Cancer Registry
D
Data aggregation
Data integration
data linkage
Data quality
Data Set Size
data sharing
Data validation
Data visualisation
decision curve analysis
decision making
Decision-making
deep generative models
deep learning
Deep neural network
DeepNLME
deft interaction
Delay in reporting
delayed treatment effect
Dementia
dense longitudinal data
dentistry
Dependent censoring
depression
Depth Measures
Design-based inference
Determinants of Health
Device
Diabetes Mellitus
diabetic nephropathy
diagnosis
diagnostic accuracy
Diagnostic performance
diagnostic test
Diagnostic test accuracy
Diagnostic test evaluation
Diagnostic tests
DIC
differentiable programming
differential equations
Dimensionality reduction
direct and indirect effects
disability
discrete random effect
Disease history
Disease mapping
Disease progression
Disruption
distributional regression
Distributional shift
Diuretics
diversity measures
Dose-finding
Dose-finding study
Dose-regimen
dose-response
Dose-response curves
dose-response model
dosimetry
Double robustness
double selection
doubly interval-censored
Down syndrome
Dropout
Drug benefit-risk
drug development
Drug regulation
Drug-Related Side Effects and Adverse Reactions
Dynamic AUC
Dynamic Brier Score
Dynamic modelling
dynamic models
Dynamic prediction
Dynamic predictions
dynamic structural equation modeling
dynamic treatment regimens
dynamical systems
dysbiosis
E
early completion
Early phase oncology
Early-phase clinical trial
Ebola virus disease sequelae
ECG
ECM algorithm
EEG Channel Selection
EEG Signal Processing
effect decomposition
effectiveness
efficient influence curve
Elderly
Electronic health record
electronic health records
Electronic healthcare records
Elicitation
EM-algorithm
Empirical Bayes
empirical Bayes estimator
Endometriosis
endpoint selection
endpoints
enrichment designs
ensemble machine learning
Environmental exposure
Epidemic Modeling
epidemic modelling
epidemic monitoring
Epidemic renewal equation
Epidemiological biases
Epidemiological model
Epidemiology
Epidemiology methods
Epigenetic annotations
epigenetics
equivalence
equivalence test
error model
error rate
Estimand
Estimation bias
Ethics
evaluation
Evidence synthesis
exact test
Exaggeration
excess hazard
excess hazard model
Excess mortality
expected squared prediction error
expedited approval
experimental design
Experts’ elicitation
Explained variation
exposomics
extended Kalman filter
external data
External validation
external validity
extra non-cancer mortality
extrapolation
F
face
facial palsy
Factor analysis
factorial design
False Discovery Rate
familywise error rate
FDA
feature extraction
feature selection
Features Selection
Fine-Gray model
finite-population correction
first type error rate
Firth’s correction
flexible modeling
flexible parametric models
Flexible Parametric Survival Model
Flipped Classroom
Flow of evidence
forecast
fractional polynomials
frailty
frailty model
Framingham Heart Study
frequentist
frequentist operating characteristics
Full blood count
Full Information Maximum Likelihood
full matching
Functional concurrent regression
functional data analysis
G
G-computation
Gaussian process
GBM
Gene expression
generalised Dirichlet distribution
generalised estimating equations
generalised linear mixed model
Generalised linear mixed models
generalizability
generalized estimating equations
Generalized Evidence Synthesis
generalized functional linear model
Generalized gamma distribution
Generalized Linear Mixed Model (GLMM)
Generalized linear models
generalized pairwise comparisons
Generalized propensity score
Genome wide association study
Geometric Brownian motion
Gini index
GLM
Go/No-Go
gold-standard
Gompertz model
gonorrhea
Goodness of Fit (GOF)
Goodness-of-fit
Granularity
Graph-theory
Group sequential Holm
Group sequential tests
grouped
growth curves
Guidelines
H
Hamiltonian Monte Carlo inference
Haplotype reconstruction
Hazard ratio
Health Data Science
health insurance
Health-related quality of life
healthcare worker screening
healthy controls
Hematology
Hemoadsorption
Hepatitis C
Heritability
heterogeneity
Heteroscedasticity
hidden markov model
hierarchical
hierarchical clustering
Hierarchical data
hierarchical endpoints
Hierarchical sparse regression modelling
hierarchical testing
high dimensional data
high-dimensional data
high-dimensional dataset
higher‐order asymptotic
highly adaptive lasso
Historic Controls
Historical borrowing
Historical controls
Historical Data
historical data borrowing
Historical information
HIV
HIV biomarkers
HIV/AIDS
Hong Kong
Hospital epidemiology
hospital readmissions
Human Papillomavirus
hyperopia
Hypertension
hypothesis test
Hypothesis tests
Hypothetical strategy
I
iatrogenic complications
ICU trials
Identification
IgA nephropathy
Immortal time bias
Immortal-time bias
Immuno-oncology
immunotherapy trial
imperfect gold
imputation
In-hospital mortality
Incidence
Incidence density sampling
Incident-user design
Inconsistency
incubation time
India
Indirect evidence
individual differences
Individual participant data
Individual Participant Data Meta-Analysis
Individual prediction
individual-based modelling
individualized prediction models
Individualized predictions
inequality
Infant mortality
infection fatality rate
Infectious Disease
Infectious diseases
influential points
information anchoring
information sharing
information theory
informative visit
Innovative interpretation methods
Innovative methods
Instrumental variables
intensive longitudinal data
Interaction
Interactions
interactive
Interactive graphics
Interim analysis
International Classification of Diseases
Interoperability
interpretability
Interrupted time series
Interval sampling
interval-censored data
Intervention studies
interventional effects
Inverse probability of treatment weighting
inverse probability weighting
IPD meta-analysis
IPTW
isolation
Item Response Theory
J
jack-knife
Joint model
Joint modeling
Joint modelling
Joint modelling for longitudinal and survival data
joint models
Joint models for time to event and longitudinal data
K
Kaplan-Meier test
kernel density estimation
Kidney function
KIR
Klebsiella pneumoniae
knee society score
Kullback-Leibler divergence
L
lab tests
Landmark
Landmark analysis
Landmark approach
Landmark modeling
Landmarking
Laplace approximations
Lasso
Last observation carried forward
Late-onset toxicity
Latency
latency time
latent class
Latent class growth models
latent class model
Latent Markov models
latent variable
Latent variable method
Latent Variable Models
latent variable models with interaction
lead-time
Learning Curve
Left truncation
left-truncation
length of stay
Length-biased Sampling
life expectancy
Life table
life years lost
lifestyle modification
Lifetables
likelihood penalization
lineage
linear combination
Linear mixed effects model
Linear mixed model
Linear mixed models
Linear mixed-effects models
linear regression models
Linearity assumptions
link function
Liver allocation
LMPL
Local incidence
Lockdown
Log-rank test
Logistic regression
longitudinal
longitudinal cluster randomized trials
longitudinal covariates
Longitudinal data
Longitudinal data analysis
Longitudinal growth model
Longitudinal outcome
longtudinal models
Low outcome rate
Lower Limit of Quantification
lung cancer
M
MACE
machine learning
Machine learning methods
Machine Learning models
mammography screening
mapping
marginal and conditional effects
Marginal structural models
Marginality principle
Marginalized Two-part Joint Model
Martingale theory
Master Protocol
Matching
maximally selected statistics
Maximum Likelihood Method
MCP-Mod
Mean Residual Life
Mean squared error
Mean Survival Time
measure of separation
Measurement error
Mecanistic modelling
MedDRA
medians
mediation
mediation analysis
Medication effect
Mendelian randomization
meta-analysis
Meta-Analysis of Prognostic Factors
Meta-analytic-predictive (MAP)
Meta-analytic-predictive prior
meta-research
Metabolic syndrome
Metagenomic analysis of the gut microbiota
Method(s) Validation and/or Comparison
Methodological development
methodological review
Methodology
Methods comparison
mHealth
MICE
micro-randomized trial
Microbiome
minimal clinically important difference
minimal data
Misclassification
misclassification costs
misfolded protein tau
missing
Missing data
missing evidence
Missing indicator
Missing not at Random
missing outcome data
missing values
mixed
mixed censoring
Mixed effects location scale models
Mixed effects modelling
mixed model
Mixed models
mixture cure models
Mixture effect
mixture models
mobile health
model
model averaging
Model for End-stage Liver Disease (MELD)
Model misspecification
Model selection
Model Sensitivity
Model-based analysis
Model-Based Clustering
modeling
Modelling
Models
modular
Molecular quantitative trait locus studies
monitoring
Monte Carlo simulation
Monte-Carlo simulation
Mortality
MOVER
Multi-armed bandits
Multi-criteria decision analysis
multi-item scale
multi-omics data
Multi-response model
multi-state model
Multi-state modelling
multi-state models
Multi-task learning
multicollinearity
Multidimensional mediators
Multidrug Resistance
multifactorial intervention
multilevel
Multilevel data
multilevel modelling
multilevel models
multimorbidity
Multiple Cox regression analysis
multiple imputation
multiple mediation analysis
Multiple outcomes
Multiple primary hypotheses
multiple sclerosis
multiple testing
multiple tests
multiple thresholds
multiple time points
multiple time-point interventions
multiplicity correction
multistate model
multistate models
Multivariable
multivariable analysis
multivariable model-building
Multivariate data
Multivariate longitudinal data
Multivariate markers
Multivariate meta-analysis
multivariate Student-t distribution
mutant
N
national clinical datasets
Natural Language Processing
Negative control outcomes
Negative Predictive Value
neonates
nephrology
Nested case-control design
net benefit
Net survival
network
Network analysis
Network meta-analysis
network meta-regression
neural differential equations
Neural Networks
neurodegenerative disease
Neurodegenerative Diseases
Next generation sequencing
NGS
non-adherance
Non-compartmental analysis
non-convex optimization
non-homogenuous Poisson model
non-ignorable
non-inferiority
non-inferiority trials
non-intubated lung resection
non-intubated VATS lobectomy
non-linear mixed effects model
non-normal random effect
Non-proportional hazards
Non-Small-Cell Lung Carcinoma
non-stationarity
Nonlinear mixed effects models
Nonlinear mixed models
nonnegative garrote
nonparametric
nonparametric Bayesian methods
Nonparametric methods
North Rhine-Westphalia
nosocomial transmission
nowcast
O
O2PLS
observational data
Observational evidence
observational studies
Observational study
obstructive sleep apnea
ODE-based models
Omics
Omics integration
oncology
Oncology trials
open cohort
opioids
optimal design
optimum dose
Oral prednisolone
ordered probit model
ordinal
ordinal data
ordinal endpoints
ordinal outcome
ordinal regression
Ordinary differential equations
osteoarthritis
Osteosarcoma
outcome measurement
Overrunning
P
P-values
Paediatric ophthalmology
Pain management
Pain Therapy
paired data design
Pandemic curve flattening
Parametric inference
Partly conditional transition rate
path analysis
pathological voice
Patient allocation
patient identifiers
Patient preference
patient-level covariate
patient-reported outcome
patients' heterogeneity
PCA
pediatric cancer
Pediatrics
Penalised generalised linear models
penalized likelihood
penalized log-likelihood
Penalized logistic regression
Penalized natural spline
Perfect Tree
Performance
Performance measures
personal protective equipment
Personalised medicine
personalized medicine
personalized prediction models
Personalized randomisation
PET/CT medical imaging
Pharmaco-epidemiology
Pharmacoepidemiology
Pharmacokinetics
Pharmacokinetics/pharmacodynamics
pharmacometrics
pharmacovigilance
phase I cancer clinical trials
phase II trials
phenomenological models
Physical activity
Physical education
platform trial
Platform trial design
Platform trials
PLS-DA
Pneumonia
Poincare plots
point estimation
Poisson Distribution
Poisson Model
Polygenic risk
Polygenic risk scores
polynomial trend
Pompe disease
Population Attributable Fraction
population based
population based cancer registry
population finding
population-based cohort study
Positive Predictive Value
Post-selection inference
Post-test Predictive Probability
post-treatment score
potential survival
power
Power calculation
Power prior
pragmatic trials
Pre-hospital Care
Pre-test Predictive Probability
Precision medicine
precision oncology
Precision/personalized medicine
Preclinical to human extrapolation
prediction
Prediction accuracy
Prediction model
Prediction models
predictive modeling
Predictive modelling
predictive models
Predictive performance
Predictive probability of success
predictive values
Preference-based health measure
Prescription-based drug exposure
preterm infant
Prevalent Cohort
Prevalent-user design
principal stratification
Prior distributions
Prior information
Prior-data conflict
prioritized outcomes
Probabilistic data integration
probabilistic linkage
Probability estimation
Probability machine
Probiotics
probit link
prognistic index evaluation
prognosis
Prognostic factors
Prognostic model
Projection-based estimation
Propensity score
propensity score matching
Propensity scores
proportional hazards assumption
Proportional Hazards Models
Proportional hazards regression
proportional odds model
Prospective study
Prostate cancer
pseudo individual participant data
pseudo-observations
Pseudomonas aeruginosa
psychiatry
public health
Public health modelling
Pulmonary Exacerbation
Q
Quality control
quality of life
quantile regression
Quantitative exposure
Quarantine
questionnaires
R
R implementation
R package
Radiomics
Random coefficients approach
random effect models
random effects
random forest
Random Forests
Random slopes models
Random Survival Forest
Random walks
randomised control trials
Randomised controlled trial
randomised controlled trials
randomization
randomization inference
randomized
Randomized clinical trials
Randomized controlled trial
Randomized controlled trials
randomized experiments
Ranking
Rapid review
Rare disease
rare diseases
Ratios
RCT
RCTs
Re-analysis
Real world data
real world evidence
Real-world data
Real-World evidence
record linkage
Recurrent events
recurrent events duration
Recurrent-event-models
Registries
Registry analysis
registry data
registry-based data
registry-based studies
registry-based study
regression
regression analysis
Regression calibration
Regression models
regression splines
Reinke’s edema
Relative survival
repeated measures
reporting
reporting bias
reporting delay
Reporting guidelines
Representation Learning
Reproducibility of research
reproduction number
Reproductive number
resampling
Residential history
resilience
resting state fMRI
Restricted Bayes
restricted mean time lost
Retro-prospective
retrospective cohort study
Reverse causality
review
Ridge regression
ridge regression models
Right Censoring
right-truncation
risk classification
risk difference
risk factors
Risk of Bias
risk prediction
Risk prediction models
robust filtering
Robust standard error
robustness
ROC curve
Rshiny
S
safety
sample size
sample size calculation
Sampling variability
SAR models
SARS-CoV-2
SARS-CoV-2 infection
SARS-Cov2
school-based
Screening
Screening and surveillance
Seamless design
seamless phase I/II trial
secondary data
segmented regression
SEIR
SEIR model
selection bias
selective inference
self-isolation threshold
semi-competing risks
Semi-Continuous
semi-structured data
semisupervised learning
sensitivity
Sensitivity analyses
sensitivity analysis
separation
Sepsis
sequential Cox approach
sequential multiple assignment randomised trial
SF-6D
shape index
Shared decision making
Shrinkage
simmilarities
simulation
simulation analysis
Simulation studies
Simulation study
Simulation-Extrapolation
Simulations
single-cells RNA-seq
SIR
skewed outcome
Skin Neoplasms
small area estimation
small clinical trials
small number of clusters
Small sample corrections
small samples
socio-economic inequalities
SOFA score
software
Software packages
South Africa
Sparse design
spatial analysis
Spatial Autocorrelation
Spatial Clustering
spatial effects
spatiotemporal models
split-mouth study
spontaneous activations
standard gamble
standardised incidence ratio
Standardization
state space model
Statins
statistical analysis of clinical trials
statistical computing
statistical estimation
Statistical genetics
Statistical Information
Statistical modelling
statistical power
statistical significance
Statistical Software
stepped wedge
Stepped Wedge Design
stepped wedge trials
Stepped-wedge design
stereotype logistic model
stochastic processes
stratification
stratified
Stratified randomisation
Stroke
Structural equation model
Structural equation modeling
study design
subfertility
subgroup analysis
Subgroup Identification
subgroup-specific treatment effects
subgroups
Subject-specific networks
subjective psychosomatic symptoms
Subpopulation selection
subpopulations
subsequent primary neoplasms
Sufficient Follow-Up
Summary genetic data
Super learner
superiority
Supervised Machine Learning
surgery
Surrogacy
surrogacy validation
Surrogate endpoint
surrogate endpoints
surrogate marker
surrogate outcomes
survival
Survival Analysis
Survival data
Survival data analysis
survival model
Survival models
Survival outcomes
SW-CRT
synergistic and non linear association
Systematic review
Systematic reviews
T
Tailored Bayesian methods
Target trial
target trial emulation
targeted causal inference
Targeted Maximum Likelihood Estimation
targeted maximum likelihood estimation (TMLE)
Teaching Biometry
telemonitoring data
temporal data
Temporal relationships
therapeutic threshold
Three-level data
threshold analysis
threshold estimation
time series
time series analysis
Time to event analysis
Time trend
Time-dependant confounding
Time-dependent confounding
time-dependent covariate
time-dependent remission
Time-lag bias
Time-series
Time-to-cure
Time-to-event
Time-to-event analysis
time-to-event data
Time-to-event outcome
Time-to-event outcomes
Time-varying confounding
time-varying effect
Time-varying exposures
Time-varying treatment
Tipping Point
tolerance
topological data analysis
total knee replacement surgery
Toxicity
Toxicology
Trajectories
trajectory
transition
Transition probabilities
transportability
Trauma
Traumatic brain injury
treatment effect
treatment effect heterogeneity
Treatment effects
Treatment rankings
treatment selection marker
treatment selection score
treatment timing
treatment-covariate interactions
tree-based models
tree-lasso
trial
trial data
Trimmed means
tubeless anaesthesia
Tuberculosis
Tuberous sclerosis complex
tumor growth
Tuning
type I error
Type M error
Type S error
type-I error probability
type-one error
U
Umbrella trial
Uncertainty Interval
Uncertainty Measure
Underreporting
universal differential equations
unmeasured confounding
unsupervised learning
Up-to-date survival predictions
Updating
V
vaccine
Vaccines
validation
valvular heart disease
Variable selection
variance
Variance estimator
variance modelling
variance models
Variational methods
varying coefficient
very high CV risk
Virtual biopsy
W
WAIC
wearable devices
web tool
web-app
Weighted analysis
Weighted log-rank test
weighted log-rank tests
Well-defined research question
Whole genome sequencing
wilcoxon van elteren test
Wild bootstrap
within-person trial
WOMAC score
Women empowerment
Word-embedding
X
Xenoestrogens
Y
Youden index
Z
Zero-inflated
zero-inflation