publications

2025

1. KSCBP

   Learning Cognitive Maps Through Combining Noisy Observations

   JaeHeon Lee, Jeongjae Park, and Yul HR Kang

   2025

   Bib HTML

     booktitle = {Korean Society For Cognitive and Biological Psychology},
     title = {Learning Cognitive Maps Through Combining Noisy Observations},
     author = {Lee, JaeHeon and Park, Jeongjae and Kang, Yul HR},
     year = {2025},
     doi = {},
     organization = {KAIST},
     citation = {}
   }

2024

1. AACR

   Morphological feature discrepancies in wild-type vs. BRCA1/BRCA2 mutated high-grade serous ovarian cancer

   JaeHeon Lee, Hyunil Kim, Yongeun Lee, and 5 more authors

   2024

   Bib HTML

     booktitle = {AACR Annual Meeting 2024},
     title = {Morphological feature discrepancies in wild-type vs. BRCA1/BRCA2 mutated high-grade serous ovarian cancer},
     author = {Lee, JaeHeon and Kim, Hyunil and Lee, Yongeun and Choi, Yoon-La and Jung, Kyungsoo and Kwak, TaeYeong and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2024},
     doi = {10.1158/1538-7445.AM2024-4913},
     organization = {Deep Bio Inc., Seoul, South Korea},
     citation = {}
   }

2023

1. ASCO

   Deep learning-based histomorphological pattern profiles for effective risk stratification in prostate cancer.

   JaeHeon Lee, Tae-Yeong Kwak, Joonyoung Cho, and 2 more authors

   2023

   Bib HTML

     booktitle = {2023 ASCO Annual Meeting},
     title = {Deep learning-based histomorphological pattern profiles for effective risk stratification in prostate cancer.},
     author = {Lee, JaeHeon and Kwak, Tae-Yeong and Cho, Joonyoung and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2023},
   }

2. ASCO

   Validation of AI-based postoperative nomograms for biochemical recurrence in prostate adenocarcinoma.

   JaeHeon Lee, Tae-Yeong Kwak, Joonyoung Cho, and 2 more authors

   2023

   Bib HTML

     booktitle = {2023 ASCO Annual Meeting},
     title = {Validation of AI-based postoperative nomograms for biochemical recurrence in prostate adenocarcinoma.},
     author = {Lee, JaeHeon and Kwak, Tae-Yeong and Cho, Joonyoung and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2023},
     organization = {Deep Bio Inc., Seoul, South Korea},
   }

3. ASCO

   Exploring the efficacy of a continuous form of the histologic grade in prostate cancer prognosis prediction.

   Tae-Yeong Kwak, JaeHeon Lee, Joonyoung Cho, and 2 more authors

   2023

   Bib HTML

     booktitle = {2023 ASCO Annual Meeting},
     title = {Exploring the efficacy of a continuous form of the histologic grade in prostate cancer prognosis prediction.},
     author = {Kwak, Tae-Yeong and Lee, JaeHeon and Cho, Joonyoung and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2023},
     organization = {Deep Bio Inc., Seoul, South Korea},
   }

4. ASCO

   Algorithm-based histologic grade and tumor ratio for radical prostatectomy: Comparison with pathology reports.

   Tae-Yeong Kwak, JaeHeon Lee, Joonyoung Cho, and 2 more authors

   2023

   Bib HTML

     booktitle = {2023 ASCO Annual Meeting},
     title = {Algorithm-based histologic grade and tumor ratio for radical prostatectomy: Comparison with pathology reports.},
     author = {Kwak, Tae-Yeong and Lee, JaeHeon and Cho, Joonyoung and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2023},
     organization = {Deep Bio Inc., Seoul, South Korea},
   }

5. USCAP

   Storage Optimization for Digital Pathology Images: Super-Resolution Based Image Compression

   Soyeon Jang, JaeHeon Lee, Joonho Lee, and 4 more authors

   2023

   Bib HTML

     booktitle = {USCAP Annual Meeting 2024},
     title = {Storage Optimization for Digital Pathology Images: Super-Resolution Based Image Compression},
     author = {Jang, Soyeon and Lee, JaeHeon and Lee, Joonho and Lee, Junho and Kwak, TaeYeong and Kim, Sun Woo and Chang, Hyeyoon},
     year = {2023},
     doi = {},
     organization = {Deep Bio Inc., Seoul, South Korea},
     citation = {}
   }