Ricardo Henao

Ricardo Henao

Associate Professor in Biostatistics & Bioinformatics

Appointments and Affiliations

  • Associate Professor in Biostatistics & Bioinformatics
  • Assistant Professor in the Department of Electrical and Computer Engineering
  • Member of Duke Center for Applied Genomics and Precision Medicine

Contact Information

  • Office Location: 140 Science Drive, Durham, NC 27710
  • Office Phone: (919) 668-0647
  • Email Address: ricardo.henao@duke.edu

Education

  • Ph.D. Technical University of Denmark (Denmark), 2011

Courses Taught

  • ECE 392: Projects in Electrical and Computer Engineering
  • ECE 493: Projects in Electrical and Computer Engineering
  • ECE 494: Projects in Electrical and Computer Engineering
  • ECE 891: Internship
  • ECE 899: Special Readings in Electrical Engineering
  • EGR 393: Research Projects in Engineering
  • IDS 793: Independent Study

In the News

Representative Publications

  • Wang, R; Cheng, P; Henao, R, Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling (2023) [abs].
  • Jeong, HK; Park, C; Henao, R; Kheterpal, M, Deep Learning in Dermatology: A Systematic Review of Current Approaches, Outcomes, and Limitations., Jid Innov, vol 3 no. 1 (2023) [10.1016/j.xjidi.2022.100150] [abs].
  • Moris, D; Henao, R; Hensman, H; Stempora, L; Chasse, S; Schobel, S; Dente, CJ; Kirk, AD; Elster, E, Multidimensional machine learning models predicting outcomes after trauma., Surgery, vol 172 no. 6 (2022), pp. 1851-1859 [10.1016/j.surg.2022.08.007] [abs].
  • Zhang, H; Cong, Y; Wang, Z; Zhang, L; Zhao, M; Chen, L; Si, S; Henao, R; Carin, L, Text Feature Adversarial Learning for Text Generation With Knowledge Transfer From GPT2., Ieee Trans Neural Netw Learn Syst, vol PP (2022) [10.1109/TNNLS.2022.3210975] [abs].
  • Yang, T; Henao, R, TAMC: A deep-learning approach to predict motif-centric transcriptional factor binding activity based on ATAC-seq profile., Plos Computational Biology, vol 18 no. 9 (2022) [10.1371/journal.pcbi.1009921] [abs].