Keyphrases
Clinical Decisions
100%
Variational Autoencoder
100%
Disentangled Latent Representation
100%
Veno-venous Extracorporeal Membrane Oxygenation (VV-ECMO)
33%
Potential Treatments
33%
Treatment Decisions
33%
COVID-19 Data
33%
Treatment Options
16%
Treatment Response
16%
Propensity Score
16%
Treatment Assignment
16%
Proper Treatment
16%
Conventional Therapy
16%
Selection Bias
16%
COVID-19 Patients
16%
Benchmark Dataset
16%
Intrinsic Attributes
16%
Treatment Needs
16%
Individualized Treatment
16%
Latent Space
16%
Modelling Challenges
16%
Complex Treatment
16%
Treatment Selection Bias
16%
Regularization Scheme
16%
Treatment Analysis
16%
Deep Latent Variable Models
16%
Semi-supervision
16%
Label Balancing
16%
Individual Treatment Effect Estimation
16%
Counterfactual Outcome
16%
Reconstruction Regularization
16%
Multiscale Problems
16%
Treatment Effect Model
16%
Generative Strategies
16%
Counterfactual Prediction Error
16%
Mathematics
Treatment Effect
100%
Clinical Decision
100%
Regularization
50%
Latent Variable Model
50%
Treatment Assignment
50%
Prediction Error
50%
Scale Problem
50%
Economics, Econometrics and Finance
Propensity Score
100%
Causality Analysis
100%
Item Response Theory
100%
Treatment Effect Model
100%
Computer Science
Autoencoder
100%
Treatment Effect
33%
Treatment Decision
33%
clinical decision support
16%
Regularization
16%
Latent Variable Model
16%
Treatment Assignment
16%
Prediction Error
16%
Counterfactual Outcome
16%
Social Sciences
COVID-19
100%
Propensity Score
33%
Latent Variable
33%
Treatment Effect Model
33%