Ph.D., Computer Science,
Stony Brook University
dmitrievko at gmail dot com
I am a Senior Research Scientist at Enlitic. I received my Ph.D. in Computer Science from Stony Brook University, where I was advised by Dr. Arie Kaufman. Before coming to Stony Brook, I completed my undergraduate degree in Applied Mathematics and Computer Science at St. Petersburg Electrotechnical University, Russia. My research interests are in computer vision and machine learning, with a current focus on the analysis of biomedical images. I am also interested in scientific visualization and applications of virtual and augmented reality.
Dmitriev, K., Kaufman, A.E., 2020, October. Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions. In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020.
Jadhav*, S., Dmitriev*, K., Marino, J., Barish, M., Kaufman, A.E., 2020. 3D Virtual Pancreatography. In IEEE Transactions on Visualization and Computer Graphics (TVCG) 2020.
Dmitriev, K., Marino, J., Baker, K., Kaufman, A.E., Visual Analysis of a Computer-Aided Diagnosis System for Pancreatic Lesions. In IEEE Transactions on Visualization and Computer Graphics (TVCG) 2019.
Dmitriev, K., Parag, T., Matejek, B., Kaufman, A.E., Pfister, H., 2018, September. Efficient Correction for EM Connectomics with Skeletal Representation. In British Machine Vision Conference (BMVC) 2018. [PDF][Poster]
Dmitriev, K., Kaufman, A.E., Javed, A.A., Hruban, R.H., Fishman, E.K., Lennon, A.M. and Saltz, J.H., 2017, September. Classification of Pancreatic Cysts in Computed Tomography Images Using a Random Forest and Convolutional Neural Network Ensemble. In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (pp. 150-158). Springer, Cham. [PDF][Poster]
Gutenko, I., Dmitriev, K., Kaufman, A. and Barish, M., "AnaFe: Visual Analytics of Image-Derived Temporal Features - Focusing on Spleen.” IEEE Transactions on Visualization and Computer Graphics (TVCG) 23.1 (2017): 171-180. [PDF]