Publications

@article{DIMON2024,

title = {DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains},

author = {Minglang Yin and Nicolas Charon and Ryan Brody and Lu Lu and Natalia Trayanova and Mauro Maggioni},

url = {https://arxiv.org/pdf/2402.07250.pdf},

year  = {2024},

date = {2024-02-13},

urldate = {2024-02-13},

journal = {arXiv},

keywords = {Machine learning, neural networks, PDEs, precision medicine},

pubstate = {published},

tppubtype = {article}

}

@article{SCDsurvival1,

title = {Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart},

author = {Dan M. Popescu and Julie K. Shade and Changxin Lai and Konstantinos N. Aronis and David Ouyang, and M. Vinayaga Moorthy and Nancy R. Cook and Daniel C. Lee and Alan Kadish and Christine M. Albert and Katherine C. Wu and Mauro Maggioni and Natalia A. Trayanova

},

url = {https://rdcu.be/cKSAl},

doi = {10.1038/s44161-022-00041-9},

year  = {2022},

date = {2022-03-07},

urldate = {2022-03-07},

journal = {Nature Cardiovascular Research},

keywords = {Machine learning, medical imaging, neural networks, precision medicine},

pubstate = {published},

tppubtype = {article}

}