2022
Popescu, Dan M.; Shade, Julie K.; Lai, Changxin; Aronis, Konstantinos N.; David Ouyang,; Moorthy, M. Vinayaga; Cook, Nancy R.; Lee, Daniel C.; Kadish, Alan; Albert, Christine M.; Wu, Katherine C.; Maggioni, Mauro; Trayanova, Natalia A.
Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart Journal Article
In: Nature Cardiovascular Research, 2022.
Links | BibTeX | Tags: Machine learning, medical imaging, neural networks
@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},
year = {2022},
date = {2022-03-07},
urldate = {2022-03-07},
journal = {Nature Cardiovascular Research},
keywords = {Machine learning, medical imaging, neural networks},
pubstate = {published},
tppubtype = {article}
}
2016
Yin, Rachel; Monson, Eric; Honig, Elisabeth; Daubechies, Ingrid; Maggioni, Mauro
Object recognition in art drawings: Transfer of a neural network Inproceedings
In: Proc. IEEE ICASSP, 2016.
BibTeX | Tags: imaging, Machine learning, neural networks, transfer learning
@inproceedings{YinArtDrawings,
title = {Object recognition in art drawings: Transfer of a neural network},
author = {Rachel Yin and Eric Monson and Elisabeth Honig and Ingrid Daubechies and Mauro Maggioni},
year = {2016},
date = {2016-01-01},
booktitle = {Proc. IEEE ICASSP},
keywords = {imaging, Machine learning, neural networks, transfer learning},
pubstate = {published},
tppubtype = {inproceedings}
}
- Lectures at Summer School at Peking University, July 2017.
- PCMI Lectures, Summer 2016: Lecture 1, Lecture 2, Problems/discussion points
- Google Scholar
- Papers on the ArXiv
- Papers on MathsciNet
- Tutorials on diffusion geometry and multiscale analysis on graphs at the MRA Internet Program at IPAM: Part I and Part II.
- Diffusion Geometries, Diffusion Wavelets and Harmonic Analysis of large data sets, IPAM, Multiscale Geometric Analysis Program, Fall 2004.
- Diffusion Geometries, global and multiscale, IPAM, 2005.