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 = {}
   }

2. Mechanisms of skill transfer from pretraining to target task in recurrent neural networks

   JaeHeon Lee, David Hocker, and Cristina Savin

   2025

   under review at ICLR 2026
3. Learning cognitive maps from noisy observations

   JaeHeon Lee, Jeongjae Park, and Yul HR Kang

   2025

   In preparation Authors to be determined.
4. Multimodal beliefs captured by a population code during navigation

   JaeHeon Lee, and  others

   2025

   In preparation. Authors to be determined.

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},
   }