Research Interest
  • Automation and decision support in radiation therapy

Publications
Standardizing and improving dose predictions for head and neck cancers using complete sets of OAR contours
Buatti JS, Kirby N, Stathakis S, Li R, Sivabhaskar S, de Oliveira M, Duke K, Kabat CN, Papanikolaou N, Paragios N Medical physics 2024 Feb 51 898-909
Dosimetric characterization of a new surface-conforming electron MLC prototype
Paschal HM, Kabat CN, Martin T, Saenz D, Myers P, Rasmussen K, Stathakis S, Bonnen M, Papanikolaou N, Kirby N Journal of applied clinical medical physics 2024 Feb 25
Monte Carlo modeling of the Elekta Versa HD and patient dose calculation with EGSnrc/BEAMnrc
Paschal HM, Kabat CN, Papaconstadopoulos P, Kirby NA, Myers PA, Wagner TD, Stathakis S Journal of applied clinical medical physics 2022 Sep 23
Artificial intelligence based deconvolving on megavoltage photon beam profiles for radiotherapy applications
Weidner J, Horn J, Kabat CN, Stathakis S, Geissler P, Wolf U, Poppinga D Physics in medicine and biology 2022 Mar 67
Latent space arc therapy optimization
Bice N, Fakhreddine M, Li R, Nguyen D, Kabat C, Myers P, Papanikolaou N, Kirby N Physics in medicine and biology 2021 Nov 66
A sensitivity analysis of probability maps in deep-learning-based anatomical segmentation
Bice N, Kirby N, Li R, Nguyen D, Bahr T, Kabat C, Myers P, Papanikolaou N, Fakhreddine M Journal of applied clinical medical physics 2021 Aug 22 105-119
Incorporating biological modeling into patient-specific plan verification
Alexandrian AN, Mavroidis P, Narayanasamy G, McConnell KA, Kabat CN, George RB, Defoor DL, Kirby N, Papanikolaou N, Stathakis S Journal of applied clinical medical physics 2020 Mar 21 94-107
Evaluation of the Elekta Agility MLC performance using high-resolution log files
Kabat CN, Defoor DL, Myers P, Kirby N, Rasmussen K, Saenz DL, Mavroidis P, Papanikolaou N, Stathakis S Medical physics 2019 Mar 46 1397-1407

Professional Associations/Affiliations
  • American Association of Physicists in Medicine (AAPM) (2021)
  • American College of Radiology (ACR) (2021)
  • Southwest American Association of Physicists in Medicine (SWAAPM) (2021)
  • Texas Radiological Society (TRS) (2021)