Seonwook Park

Senior Research Scientist, NVIDIA

Joined

July 2019

Names

Seonwook Park (Preferred)

Emails

****@inf.ethz.ch (Confirmed)

****@swook.net (Confirmed)

****@lunit.io (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Senior Research Scientist

NVIDIA (nvidia.com)

2024 – Present

Research Scientist

Lunit Inc. (lunit.io)

2020 – 2024

PhD student

Swiss Federal Institute of Technology (ethz.ch)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Tianye Li

Present

Coworker

Amrita Mazumdar

2024 – Present

Coauthor

Koki Nagano

2024 – Present

Coauthor

Shalini De Mello

2019 – Present

Coauthor

Xucong Zhang

2018 – Present

Coauthor

Donggeun Yoo

2020 – 2024

Coauthor

Sérgio Pereira

2020 – 2024

PhD Advisor

Otmar Hilliges

2017 – 2023

Expertise

Machine Learning

2018 – Present

Deep Learning

2018 – Present

Eye Tracking

2018 – Present

Gaze Estimation

2018 – Present

Digital Humans

2018 – Present

Computer Vision

2017 – Present

Computational Pathology

2020 – 2024

Medical Image Analysis

2020 – 2024

Publications

Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
Mingu Kang, Heon Song, Seonwook Park, Sérgio Pereira, Donggeun Yoo
- CVPR
- Readers: Everyone
GAIA: Generative Animatable Interactive Avatars with Expression-conditioned Gaussians
Zhengming Yu, Tianye Li, Jingxiang Sun, Omer Shapira, Seonwook Park, Michael Stengel, Matthew Chan, Xin Li, Wenping Wang, Koki Nagano, Shalini De Mello
- Crossref
- Readers: Everyone
A universal immunohistochemistry analyzer for generalizing AI-driven assessment of immunohistochemistry across immunostains and cancer types
Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sergio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim
- npj Precision Oncology
- Readers: Everyone
Generalizing AI-Driven Assessment of Immunohistochemistry Across Immunostains and Cancer Types: A Universal Mmunohistochemistry Analyzer
Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sérgio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim
- The Lancet - SSRN Preprint
- Readers: Everyone
Artificial intelligence‐powered spatial analysis of tumor‐infiltrating lymphocytes as a predictive biomarker for axitinib in adenoid cystic carcinoma
Dong-Hyun Kim, Yoojoo Lim, Chan-Young Ock, Gahee Park, Seonwook Park, Heon Song, Minuk Ma, Mohammad Mostafavi, Eun Joo Kang, Myung-Ju An, Keun-Wook Lee, Jung Hye Kwon, Yeawon Yang, Yoon Hee Choi, Min Kyoung Kim, Jun Ho Ji, Tak Yun, sung-bae Kim, Bhumsuk Keam
- John Wiley & Sons, Inc. - Journal of Head and Neck
- Readers: Everyone
Clinical Validation of Artificial Intelligence–Powered PD-L1 Tumor Proportion Score Interpretation for Immune Checkpoint Inhibitor Response Prediction in Non–Small Cell Lung Cancer
Hyojin Kim, Seokhwi Kim, Sangjoon Choi, Changhee Park, Seonwook Park, Sergio Pereira, Minuk Ma, Donggeun Yoo, Kyunghyun Paeng, Wonkyung Jung, Sehhoon Park, Chan-Young Ock, Se-Hoon Lee, Yoon-La Choi, Jin-Haeng Chung
- JCO Precision Oncology
- Readers: Everyone
An artificial intelligence‐powered PD‐L1 combined positive score (CPS) analyser in urothelial carcinoma alleviating interobserver and intersite variability
Kyu Sang Lee, Euno Choi, Soo Ick Cho, Seonwook Park, Jeongun Ryu, Aaron Valero Puche, Minuk Ma, Jongchan Park, Wonkyung Jung, Juneyoung Ro, Sukjun Kim, Gahee Park, Sanghoon Song, Chan‐Young Ock, Gheeyoung Choe, Jeong Hwan Park
- Histopathology
- Readers: Everyone
Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry Analyzer
Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sérgio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim
- CoRR 2024
- Readers: Everyone
Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes for prediction of prognosis in resected colon cancer
Yoojoo Lim, Songji Choi, Hyeon Jeong Oh, Chanyoung Kim, Sanghoon Song, Sukjun Kim, Heon Song, Seonwook Park, Ji-Won Kim, Jin Won Kim, Jee Hyun Kim, Minsu Kang, Sung-Bum Kang, Duck-Woo Kim, Heung-Kwon Oh, Hye Seung Lee, Keun-Wook Lee
- npj Precision Oncology
- Readers: Everyone
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
Jeongun Ryu, Aaron Valero Puche, JaeWoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira
- 20 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 45 publications

Co-Authors

View all 125 co-authors