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Sandesh Ghimire
Sandesh Ghimire
Northeastern University
Verified email at rit.edu - Homepage
Title
Cited by
Cited by
Year
Semi-supervised Medical Image Classification with Global Latent Mixing
PK Gyawali, S Ghimire, P Bajracharya, Z Li, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2020
252020
Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential
S Ghimire, J Dhamala, PK Gyawali, JL Sapp, M Horacek, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2018
202018
Semi-supervised Learning by Disentangling and Self-ensembling over Stochastic Latent Space
PK Gyawali, Z Li, S Ghimire, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
192019
High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model
J Dhamala, S Ghimire, JL Sapp, BM Horáček, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2018
142018
Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences
S Ghimire, PK Gyawali, J Dhamala, JL Sapp, M Horacek, L Wang
International Conference on Information Processing in Medical Imaging, 153-166, 2019
112019
Overcoming barriers to quantification and comparison of electrocardiographic imaging methods: A community-based approach
S Ghimire, J Dhamala, J Coll-Font, JD Tate, MS Guillem, DH Brooks, ...
2017 Computing in Cardiology (CinC), 1-4, 2017
92017
Improving disentangled representation learning with the beta bernoulli process
P Gyawali, Z Li, C Knight, S Ghimire, BM Horacek, J Sapp, L Wang
2019 IEEE International Conference on Data Mining (ICDM), 1078-1083, 2019
82019
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization
J Dhamala, S Ghimire, JL Sapp, BM Horáček, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
82019
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error
S Ghimire, JL Sapp, BM Horáček, L Wang
IEEE transactions on medical imaging 38 (11), 2582-2595, 2019
82019
A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging
S Ghimire, JL Sapp, M Horacek, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2017
72017
Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets
S Ghimire, S Kashyap, JT Wu, A Karargyris, M Moradi
International Workshop on Machine Learning in Medical Imaging, 644-653, 2020
62020
Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction
X Jiang, S Ghimire, J Dhamala, Z Li, PK Gyawali, L Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2020
62020
Machine learning for health (ML4H) workshop at NeurIPS 2018
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
arXiv preprint arXiv:1811.07216, 2018
52018
Reliable Estimation of Kullback-Leibler Divergence by Controlling Discriminator Complexity in the Reproducing Kernel Hilbert Space
S Ghimire, PK Gyawali, L Wang
arXiv preprint arXiv:2002.11187, 2020
42020
Deep Generative Model and Analysis of Cardiac Transmembrane Potential
S Ghimire, L Wang
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
42018
Enhancing Mixup-based Semi-Supervised Learning with Explicit Lipschitz Regularization
PK Gyawali, S Ghimire, L Wang
arXiv preprint arXiv:2009.11416, 2020
32020
Implementation of Audio Effect Generator in FPGA
SR Chhetri, B Poudel, S Ghimire, S Shresthamali, DK Sharma
Nepal Journal of Science and Technology 15 (1), 89-98, 2014
32014
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
S Ghimire, A Masoomi, J Dy
Advances in Neural Information Processing Systems 34, 10221-10233, 2021
22021
Enhancing Mixup-Based Semi-Supervised Learningwith Explicit Lipschitz Regularization
P Gyawali, S Ghimire, L Wang
2020 IEEE International Conference on Data Mining (ICDM), 1046-1051, 2020
22020
P1125 Noninvasive localization of premature ventricular complexes: a research-community-based approach
MJM Cluitmans, S Ghimire, J Dhamala, J Coll-Font, JD Tate, ...
EP Europace 20 (suppl_1), i210-i210, 2018
12018
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