Jwala Dhamala

发表

Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology

Linwei Wang, John Sapp, Jwala Dhamala, 2017, IEEE Transactions on Medical Imaging.

The consortium for electrocardiographic imaging

Dana H. Brooks, Olaf Dössel, Rob S. MacLeod, 2016, 2016 Computing in Cardiology Conference (CinC).

Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization pdf

Linwei Wang, Sandesh Ghimire, Jwala Dhamala, 2019, MICCAI.

Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks

Rahul Gupta, Jwala Dhamala, Ragav Venkatesan, 2020, Insights.

High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model pdf

Linwei Wang, Sandesh Ghimire, Jwala Dhamala, 2018, MICCAI.

Overcoming barriers to quantification and comparison of electrocardiographic imaging methods: A community-based approach

Dana H. Brooks, Rob S. MacLeod, Linwei Wang, 2017, 2017 Computing in Cardiology (CinC).

Bayesian Active Learning for Personalization and Uncertainty Quantification in Cardiac Electrophysiological Model

Jwala Dhamala, J. Dhamala, 2020 .

Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models

Linwei Wang, Jwala Dhamala, Milan Horacek, 2017, IPMI.

Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential pdf

Linwei Wang, Sandesh Ghimire, Jwala Dhamala, 2018, MICCAI.

Multivariate Time-Series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection

Abdullah Al-Dujaili, Jwala Dhamala, Jonathan Rubin, 2018, IEEE Sensors Letters.

Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction pdf

Xiajun Jiang, Sandesh Ghimire, Jwala Dhamala, 2020, MICCAI.

Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences pdf

Linwei Wang, Sandesh Ghimire, Jwala Dhamala, 2019, IPMI.

Quantifying the uncertainty in model parameters using Gaussian process‐based Markov chain Monte Carlo in cardiac electrophysiology

Linwei Wang, Jwala Dhamala, Katherine C. Wu, 2018, Medical Image Anal..

Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models

Linwei Wang, John L Sapp, Jwala Dhamala, 2020, Medical Image Anal..

Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models

Linwei Wang, Jwala Dhamala, Milan Horacek, 2016, MICCAI.

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation

Kai-Wei Chang, Satyapriya Krishna, Jwala Dhamala, 2021, FAccT.

Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification

Satyapriya Krishna, Jwala Dhamala, Yada Pruksachatkun, 2021, FINDINGS.

Measures and Best Practices for Responsible AI

Cho-Jui Hsieh, Jwala Dhamala, Mehrnoosh Sameki, 2021, KDD.

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

Jwala Dhamala, Katherine C. Wu, Natalia A. Trayanova, 2021, Frontiers in Physiology.

P1125Noninvasive localization of premature ventricular complexes: a research-community-based approach

Dana H. Brooks, Jana Svehlikova, Sandesh Ghimire, 2018 .