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Publications of Anmol Sharma at Hamarneh Lab
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Anmol Sharma.
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network.
Master's Thesis,
School of Computing Science, Faculty of Applied Sciences, Simon Fraser University,
August 2019.
[bibtex-key = msc2019sharma]
Articles in journal, book chapters
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Ben Cardoen,
Hanene Ben Yedder,
Anmol Sharma,
Keng C. Chou,
Ivan Robert Nabi,
and Ghassan Hamarneh.
ERGO: Efficient Recurrent Graph Optimized Emitter Density Estimation in Single Molecule Localization Microscopy.
IEEE Transactions on Medical Imaging (IEEE TMI),
39(6):1942-1956,
2020.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Machine Learning.
[bibtex-key = tmi2020]
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Anmol Sharma and Ghassan Hamarneh.
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network.
IEEE Transactions on Medical Imaging (IEEE TMI),
39(4):1170-1183,
2019.
Keyword(s): Machine Learning,
Deep Learning,
Generative Adversarial Network,
Synthesis/Simulation/Augmentation,
Multimodal.
[bibtex-key = tmi2019]
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Saeid Asgari Taghanaki,
Aicha BenTaieb,
Anmol Sharma,
S. Kevin Zhou,
Yefeng Zheng,
Bogdan Georgescu,
Puneet Sharma,
Daguang Xu,
Dorin Comaniciu,
and Ghassan Hamarneh.
SAT: Select, Attend, and Transfer: Light, Learnable Skip Connections.
In Medical Image Computing and Computer-Assisted Intervention Workshop on Machine Learning in Medical Imaging (MICCAI MLMI),
volume 11861,
pages 417-425,
2019.
Keyword(s): Machine Learning,
Deep Learning,
Segmentation.
[bibtex-key = miccai_mlmi2019b]
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Anmol Sharma and Ghassan Hamarneh.
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network.
Technical report arxiv:1904.12200,
4 2019.
Keyword(s): Glioma Imaging,
Machine Learning,
Deep Learning,
Generative Adversarial Network,
Multimodal.
[bibtex-key = arxiv:1904.12200]
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Saeid Asgari Taghanaki,
Aicha BenTaieb,
Anmol Sharma,
S. Kevin Zhou,
Yefeng Zheng,
Bogdan Georgescu,
Puneet Sharma,
Sasa Grbic,
Zhoubing Xu,
Dorin Comaniciu,
and Ghassan Hamarneh.
Select, Attend, and Transfer: Light, Learnable Skip Connections.
Technical report arxiv:1703.04559,
4 2018.
Keyword(s): Machine Learning,
Deep Learning,
Segmentation.
[bibtex-key = arxiv:1804.05181]
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