Pengfei Guo

Pengfei Guo

Applied Research Scientist

NVIDIA

Biography

I am an Applied Research Scientist at NVIDIA. I received my PhD degree at Department of Computer Science, Johns Hopkins University and was a member of the Vision and Image Understanding (VIU) Lab, advised by Dr. Vishal M Patel. I worked closely with MR Research Division, Johns Hopkins Medicine to develop clinical applications.

My research interest lies at the intersection of medical image analysis, computer vision and machine learning. I fortunately interned at NVIDIA (Summer 2021), Hyperfine (Summer 2022), and Google (Fall 2022) during doctoral study.

Interests
  • Medical Image Analysis
  • Computer Vision
  • Machine Learning
Education

  • PhD in Computer Science, 2020-2023

    Johns Hopkins University

  • MSE in Computer Science, 2018-2019

    Johns Hopkins University

  • BSc in Computational Mathematics (With Honors), 2015-2018

    Michigan State University

Recent News

  • March, 2023 - Joined NVIDIA as Applied Research Scientist.
  • March, 2023 - 1 paper accepted at MIDL 2023.
  • March, 2023 - 1 paper accepted at PML4DC@ICLR 2023.
  • Feb, 2023 - Received Trainee (Educational) Stipend from ISMRM .
  • Feb, 2023 - I successfully defended my Ph.D. thesis!!! .
  • Sep, 2022 - 1 paper accepted at NeurIPS 2022.
  • Sep, 2022 - Joined Google as Research Intern.
  • Jul, 2022 - 1 paper accepted at NeuroImage: Clinical.
  • Jul, 2022 - 1 paper accepted at ECCV 2022.
  • Jun, 2022 - 1 paper accepted at MICCAI 2022.
  • May, 2022 - Joined Hyperfine Research as Machine Learning Intern.
  • Mar, 2022 - 2 papers accepted at CVPR 2022.
  • Feb, 2022 - Received Trainee (Educational) Stipend from ISMRM .
  • Feb, 2022 - Gave a talk at WSDM'22 WORKSHOP FL4P-WSDM : Federated Learning for Private Web Search and Data Mining.
  • Jun, 2021 - 1 paper accepted at MICCAI 2021.
  • May, 2021 - Joined NVIDIA as Applied Research Intern.
  • Mar, 2021 - 1 paper accepted at CVPR 2021.
  • Dec, 2020 - 1 paper accepted at IEEE Transactions on Medical Imaging .
  • Jul, 2020 - 1 paper accepted at ECCV 2020.
  • Jul, 2020 - 1 paper accepted at Biomedical Optics Express.
  • Jun, 2020 - 2 papers accepted at MICCAI 2020.
  • Jan, 2020 - Joined VIU for my PhD.

Contact