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Dejea, H.; Tanner, C.; Achanta, R.; Stampanoni, M.; Perez-Cruz, F.; Konukoglu, E.; Bonnin, A. "Synchrotron X-Ray Phase Contrast Imaging and Deep Neural Networks for Cardiac Collagen Quantification in Hypertensive Rat Model" Functional Imaging and Modeling of the Heart 11504 187-195 2019 View publication
Conference Paper
Perez-Cruz, F.; Olmos, P. M.; Zhang, M. M.; Huang, H. "Probabilistic Time of Arrival Localization" IEEE Signal Processing Letters 26 11 1683-1687 2019 View publication
Journal Article
Pradier, M. F.; Reis, B.; Jukofsky, L.; Milletti, F.; Ohtomo, T.; Perez-Cruz, F.; Puig, O. "Case-control Indian buffet process identifies biomarkers of response to Codrituzumab" BMC Cancer 19 1 278 2019 View publication
Journal Article
Wu, X.; Braun, D.; Kioumourtzoglou, M.; Choirat, C.; Di, Q.; Dominici, F. "Causal inference in the context of an error prone exposure: Air pollution and mortality" The Annals of Applied Statistics 13 1 2019 View publication
Journal Article
Deng, R. H.; Gauthier-Umaña, V.; Ochoa, M.; Yung, M.; Hitaj, B.; Gasti, P.; Ateniese, G.; Perez-Cruz, F. "PassGAN: A Deep Learning Approach for Password Guessing" 11464 217-237 2019 View publication
Székely, E.; Sippel, S.; Knutti, R.; Obozinski, G.; Meinshausen, N. "A direct approach to detection and attribution of climate change" Proceedings of the 9th International Workshop on Climate Informatics: CI2019 2019 View publication
Conference Paper
Henneman, L. R.; Choirat, C.; Ivey, C.; Cummiskey, K.; Zigler, C. M. "Characterizing population exposure to coal emissions sources in the United States using the HyADS model" Atmospheric Environment 203 271-280 2019 View publication
Journal Article
Chun, R.; Argandoña, A.; Choirat, C.; Siegel, D. S. "Corporate Reputation: Being Good and Looking Good" Business & Society 58 6 1132-1142 2019 View publication
Journal Article
Papadogeorgou, G.; Choirat, C.; Zigler, C. M. "Adjusting for unmeasured spatial confounding with distance adjusted propensity score matching" Biostatistics 20 2 256-272 2019 View publication
Journal Article
Di, Q.; Amini, H.; Shi, L.; Kloog, I.; Silvern, R.; Kelly, J.; Sabath, M. B.; Choirat, C.; Koutrakis, P.; Lyapustin, A.; et al. "An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution" Environment International 130 104909 2019 View publication
Journal Article
Choirat, C.; Braun, D.; Kioumourtzoglou, M. "Data Science in Environmental Health Research" Current Epidemiology Reports 6 3 291-299 2019 View publication
Journal Article
Pentina, A.; Lampert, C. H. "Multi-source domain adaptation with guarantees" NeurIPS 2019 Workshop on Machine Learning with Guarantees 2019 View publication
Conference Paper
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