Publications

Collection of notable publications from pre-prints, journal publications, to news articles. Thanks for taking the time!

Publications

Doctoral Dissertation, Multimodal Deep Generative Models for Cross Spectral Image Analysis, Dec. 2023. I have published this under ProQuest as Open Access, meaning that anyone can download the entire work for completely free.

Ordun, Catherine, Edward Raff, and Sanjay Purushotham. "A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces". Springer Press via the 2nd Annual Artificial Intelligence over Infrared Images for Medical Applications Workshop (AIIIMA) at the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)]

Ordun, Catherine, Edward Raff, and Sanjay Purushotham. "Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs." arXiv preprint arXiv:2306.06505 (2023). [Published at IEEE International Joint Conference on Biometrics (IJCB) 2023] https://arxiv.org/pdf/2306.06505.pdf

Ordun, Catherine, Edward Raff, and Sanjay Purushotham. "When Visible-to-Thermal Facial GAN Beats Conditional Diffusion." arXiv preprint arXiv:2302.09395 (2023). [Published at IEEE International Conference on Image Processing (ICIP 2023)] https://arxiv.org/abs/2302.09395

Ordun, Catherine, et al. "Intelligent Sight and Sound: A Chronic Cancer Facial Pain Dataset." Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2). 2021. https://openreview.net/pdf?id=Y6sH0l4PExm | SlidesLive: https://recorder-v3.slideslive.com/#/share?share=52451&s=7ee34a53-3dd1-4979-a6c4-2947d6c40f86

Ordun, Catherine, Edward Raff, and Sanjay Purushotham. "Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels." arXiv preprint arXiv:2106.08091 (2021). https://arxiv.org/pdf/2106.08091.pdf | SlidesLive: https://recorder-v3.slideslive.com/#/share?share=53401&s=0d280911-332c-4231-bfc5-241c11e21f6b

Ordun, Catherine, Edward Raff, and Sanjay Purushotham. "The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data." arXiv preprint arXiv:2009.10589 (2020). https://arxiv.org/pdf/2009.10589.pdfv AAAI Artificial Intelligence in Government and Public, Nov. 11 - 14 2020 | YouTube: https://www.youtube.com/watch?v=XT1TiU3g2Zw

Ordun, Catherine, Sanjay Purushotham, and Edward Raff. "Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs." arXiv preprint arXiv:2005.03082 (2020). https://arxiv.org/pdf/2005.03082.pdf; also available via workshop proceedings, epiDAMIK SIGKDD 2020, https://epidamik.github.io/epiDAMIK2020_Proceedings.pdf | YouTube: https://www.youtube.com/watch?v=sWCEDampGTA

Pomeraniec, Isaac J., et al. "Intelligent Sight & Sound: Machine Learning to Analyze Facial Imaging and Voice Mapping for Classification of Cancer Pain." Neurosurgery 67.Supplement_1 (2020): nyaa447_524. https://academic.oup.com/neurosurgery/article/67/Supplement_1/nyaa447_524/5982547

Ordun, Catherine, et al. "Open source health intelligence (OSHINT) for foodborne illness event characterization." Online journal of public health informatics 5.1 (2013). [link]

Noji, Eric K., et al. "Investigation of Federal Bureau of Investigation bomb-related death and injury data in the United States between 1988 and 1997." Military medicine 170.7 (2005): 595-598. [pdf]

Lee, Catherine Y., Timothy E. Davis, and Eric K. Noji. "Suicide bombing of the Mineralnye Vody train: case study in using open-source information for open-source health intelligence." Prehospital and disaster medicine 22.4 (2007): 276-280. [pdf]

Other papers [here]

News Articles

Exploring AI's Many Facets with Catherine Ordun, Booz Allen Hamilton, 2023. [link]

AI success in federal health agencies starts with effective data management, FCW April 2019 [link]

For Federal Healthcare Agencies, a Case for Better AI Outcomes, March 2019 [link]