Seungwoo Kim

Email tmddngood (at) gmail.com | Last updated Jan 5, 2025

Experience

3billion, Inc. Dec. 2023 - Now
  • AI Engineer, working on LLMs for clinical understanding
Danceapply.com Oct. 2023 - Dec. 2023
  • Front-end Software Engineer Intern, developed and maintained UI components using Typescript and React.js.
Tomocube, Inc. Mar. 2021 - Jul. 2022
  • Research Intern, computer vision and medical imaging

Education

Ulsan National Institute of Science and Technology (UNIST)
  • M.S. in Artificial Intelligence Mar. 2021 - Aug. 2023
Handong Global University (HGU)
  • B.S. in Computer Science and Engineering Mar. 2013 - Feb. 2021
  • Compulsory military service in R.O.K. Air Force Dec. 2014 - Dec. 2016

Publications

* denotes equal contribution
Differentiation of gliblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability
Yae Won Park*, Sujeong Eom*, Seungwoo Kim, Sungbin Lim, Seng Chan You, Seung-Koo Lee, Sung Soo Ahn
- Computer Methods and Programs in Biomedicine Volume 254 paper
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces
Sungbin Lim, Eunbi Yoon, Taehyun Byun, Taewon Kang, Seungwoo Kim, Kyungjae Lee, Sungjoon Choi
- NeurIPS, 2023 (Spotlight) paper / github
Machine-learning-based diagnosis of thyroid fine-needle aspiration biopsy synergistically by Papanicolaou staining and refractive index distribution
Young Ki Lee*, Dongmin Ryu*, Seungwoo Kim*, Juyeon Park, Seog Yun Park, Donghun Ryu, Hayoung Lee, Sungbin Lim, Hyun-Seok Min, YongKeun Park, Eun Kyung Lee
- Scientific Reports 13 (1), 9847 paper