Publications

@article{AnatLGECMRInn,

title = {Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction},

author = {Haley G. Abramson and Dan M. Popescu and Rebecca Yu and Changxin Lai and Julie K. Shade and Katherine C. Wu and Mauro Maggioni and Natalia A. Trayanova},

url = {https://arxiv.org/abs/2010.11081

https://www.cvdigitalhealthjournal.com/article/S2666-6936(21)00131-6/pdf

https://www.ahajournals.org/doi/abs/10.1161/circ.142.suppl_3.16017

http://jhu.technologypublisher.com/technology/43121},

doi = {https://doi.org/10.1016/j.cvdhj.2021.11.007},

year  = {2021},

date = {2021-11-25},

urldate = {2021-11-25},

journal = {Cardiovascular Digital Health Journal},

keywords = {digital twins, imaging, Machine learning, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{SpatialComplexity1,

title = {Substrate Spatial Complexity Analysis for the Prediction of Ventricular Arrhythmias in Patients with Ischemic Cardiomyopathy},

author = {David Jason Miller; Jonathan Chrispin; Adityo Prakosa; Natalia Trayanova; Steven Jones; Mauro Maggioni; Katherine Wu R ; C David R. Okada},

url = {https://www.ahajournals.org/doi/epub/10.1161/CIRCEP.119.007975},

year  = {2020},

date = {2020-01-01},

journal = {Circulation: Arrhythmia and Electrophysiology},

keywords = {imaging, Laplacian eigenfunctions, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{8481477,

title = {Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion},

author = {James M Murphy and Mauro Maggioni},

doi = {10.1109/TGRS.2018.2869723},

issn = {1558-0644},

year  = {2019},

date = {2019-03-01},

urldate = {2019-03-01},

journal = {IEEE Transactions on Geoscience and Remote Sensing},

volume = {57},

number = {3},

pages = {1829-1845},

keywords = {Active Learning, Clustering, diffusion geometry, hyperspectral imaging, imaging},

pubstate = {published},

tppubtype = {article}

}

@article{WCM:HSIandMovies,

title = {High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies},

author = {Yang Wang and Guangliang Chen and Mauro Maggioni},

url = {https://arxiv.org/abs/1509.07497

},

doi = {10.1109/JSTARS.2016.2539968},

year  = {2016},

date = {2016-05-16},

urldate = {2016-05-16},

journal = {IEEE Journal of selected topics in applied Earth observations and remote sensing},

volume = {9},

number = {9},

pages = {4316--4324},

keywords = {Active Learning, Clustering, diffusion geometry, hyperspectral imaging, imaging},

pubstate = {published},

tppubtype = {article}

}

@article{ModPath:2003,

title = {Spatial-Spectral Analysis of Colon Carcinoma},

author = {Gus L Davis and Mauro Maggioni and Ronald R Coifman and R Levinson and D Rimm},

year  = {2004},

date = {2004-01-01},

journal = {Mod. Path.},

note = {In print},

keywords = {hyperspectral imaging, imaging, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{ModPath:2004,

title = {Spectral Analysis of normal and Malignant Microarray Tissue Sections using a novel micro-optoelectrialmechanical system},

author = {Gus L Davis and Mauro Maggioni and F J Warner and Frank B Geshwind and Andreas C Coppi and R A DeVerse and Ronald R Coifman},

year  = {2004},

date = {2004-01-01},

journal = {Mod Pathol},

volume = {17},

number = {1:358A},

keywords = {hyperspectral imaging, imaging, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{MMIEEEPath,

title = {Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections},

author = {Mauro Maggioni and F J Warner and Gus L Davis and Ronald R Coifman and Frank B Geshwind and Andreas C Coppi and R A DeVerse},

year  = {2004},

date = {2004-01-01},

urldate = {2004-01-01},

journal = {submitted},

keywords = {Clustering, diffusion geometry, hyperspectral imaging, imaging, Machine learning, Unsupervised Learning},

pubstate = {published},

tppubtype = {article}

}

@article{AuditoryDisplay,

title = {Auditory display of hyperspectral colon tissue images using vocal synthesis models},

author = {Ryan J Cassidy and Jim Berger and Mauro Maggioni and Ronald R Coifman},

year  = {2004},

date = {2004-01-01},

urldate = {2004-01-01},

journal = {Proc. 2004 Intern. Con. Auditory Display},

keywords = {Clustering, diffusion geometry, hyperspectral imaging, imaging, Machine learning},

pubstate = {published},

tppubtype = {article}

}