Graduated: Lomonosov MSU, faculty of biology, department of human and animal physiology, 2019. Skoltech, 2021.
Research advisor: Mikhail Belyaev
Program entry year: 2021
Research project: Self-Supervised Learning in Medical Image Analysis.
Research interests: Machine learning, computer vision, self-supervised learning, medical imaging, immunology, cancer biology, Adoptive T cell cancer immunotherapy, Checkpoint inhibitor immunotherapy, identification of antigen-specific T cell receptors.
Publications: Goncharov, Mikhail, et al. “CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification.” Med. Image Anal., vol. 71, 1 July 2021, p. 102054, doi:10.1016/j.media.2021.102054.
Project: Investigation of Convergent TCR clonotypes in cancer patients treated with checkpoint immunotherapies