Thom Miano

Publications

Years
2015–2021
Contents
3 journal articles · 10 conference presentations and posters · 8 talks · 4 articles

Journal articles

  1. 2021DiMartino, L., Miano, T., Wessell, K., Bohac, B., & Hanson, L. Identification of uncontrolled symptoms in cancer patients using natural language processing. Journal of Pain and Symptom Management. doi:10.1016/j.jpainsymman.2021.10.014
  2. 2020Chew, R., Rineer, J., Beach, R., O'Neil, M., Ujeneza, N., Lapidus, D., Miano, T., Hegarty-Craver, M., Polly, J., & Temple, D. Deep neural networks and transfer learning for food crop identification in UAV images. Drones, 4(1), 7.
  3. 2017Kim, A., Miano, T., Chew, R., Eggers, M., & Nonnemaker, J. Classification of Twitter users who tweet about e-cigarettes. JMIR Public Health and Surveillance, 3(3), e63. publichealth.jmir.org

Conference presentations & posters

  1. 2021DiMartino, L., Miano, T., Wessell, K., Bohac, B., & Hanson, L. (June). Using natural language processing to identify late-stage cancer patients in the electronic health record. Poster, AcademyHealth: Digital Technologies, Data, and Analytics.
  2. 2021Greene, G., Miano, T., & Pedraza, D. (May). The broken shield — face recognition, adversarial attacks, and the dangers of offering imperfect tools. ICLR RobustML Workshop. paper 079
  3. 2021DiMartino, L., Miano, T., Wessell, K., Bohac, B., & Hanson, L. (March). Using natural language processing to identify late-stage cancer patients in the electronic health record. Palliative Care Research Cooperative Annual Investigator Meeting.
  4. 2020Miano, T. N. (November). Automated revenue prediction modeling. Government Advances in Statistical Programming (GASP) 2020. doi:10.5281/zenodo.4455629
  5. 2018Miano, T. (April). equalAIs — empowering people & thwarting machines. Applied Machine Learning Conference, Tom Tom Founders Festival, Charlottesville, VA. doi:10.5281/zenodo.4554439
  6. 2018Miano, T. N. Sound to image: reflections on machine learning and art. Ars Incognita, Córdoba, Spain.
  7. 2016Kim, A. E., Guillory, J., Chew, R., Miano, T., & Liu, B. (November). Strategies for addressing methodological challenges in analyzing Twitter data for public health research. American Public Health Association Annual Meeting & Expo, Chicago, IL.
  8. 2016Miano, T. (September). Data visualization and immersive art in virtual reality. University of Virginia Datapalooza, Charlottesville, VA.
  9. 2016Chew, R. F., Morris, J., Duparc, R., Manley, M. S., Miano, T. N., Bieler, G., Bir, A., Bland, C., & Considine, K. A. (May). Design and data science: changing the face of survey data reporting. Poster, AAPOR Annual Conference, Austin, TX.
  10. 2015Charles, M., Miano, T. N., Zhang, X., Barnes, L. E., & Lobo, J. M. Monitoring quality indicators for screening colonoscopies. Systems and Information Engineering Design Symposium, pp. 171–175. doi:10.1109/SIEDS.2015.7116968

Talks

  1. 2021Pedraza, D., Miano, T., & Greene, G. (May). Cloak & Pixel. Assembly Project Fellowship Final Showcase, Berkman Klein Center, Harvard University (online). video
  2. 2021Miano, T., & Pedraza, D. (May). Smile! You're on camera ☺. RTI International Data Science Lunch and Learn (online).
  3. 2021Miano, T., Greene, G., & Pedraza, D. (May). The broken shield — face recognition, adversarial attacks, and the dangers of offering imperfect tools. Yale Technology and Ethics Group, Interdisciplinary Center for Bioethics (online).
  4. 2018Adjodah, D., Greene, G., Joseph, J., Miano, T., O., F., & Pedraza, D. (April). equalAIs — empowering people & thwarting machines. MIT/Harvard Assembly Showcase, Cambridge, MA. doi:10.5281/zenodo.4558005
  5. 2017Miano, T. Artificial intelligence. RTI International Data Science Lunch and Learn, Research Triangle Park, NC.
  6. 2016Miano, T. (April). Workshop in building interactive data visualizations. Guest lecture, University of Virginia School of Architecture, Charlottesville, VA.
  7. 2016Miano, T. (April). Case studies in design thinking and data visualization. Guest lecture, University of Virginia School of Architecture, Charlottesville, VA.
  8. 2015Miano, T. Ethics in data science and artificial intelligence. RTI International Data Science Lunch and Learn, Research Triangle Park, NC.

Articles

  1. 2019Miano, T. N. Guiding the ethics of artificial intelligence. RTI International Insights. rti.org
  2. 2016Socratic Datum. How to build a GPU deep learning machine. Medium. medium.com
  3. 2016Socratic Datum. Setting up Ubuntu and Docker for deep learning. Medium. medium.com
  4. 2016Socratic Datum. Using deep learning with style transfer. Medium. medium.com