no code implementations • 13 Mar 2024 • Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh
RECIPE4U includes comprehensive records of these interactions, including conversation logs, students' intent, students' self-rated satisfaction, and students' essay edit histories.
no code implementations • 8 Oct 2023 • Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Hyunseung Lim, Yoonsu Kim, Tak Yeon Lee, Hwajung Hong, Juho Kim, So-Yeon Ahn, Alice Oh
The second component is CASE, a Corruption-based Augmentation Strategy for Essays, with which we can improve the accuracy of the baseline model by 45. 44%.
no code implementations • 23 Sep 2023 • Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh
We analyze students' usage patterns and perceptions regarding generative AI with respect to their intent and satisfaction.
1 code implementation • 14 May 2021 • Kelsey Maass, Aleksandr Aravkin, Minsun Kim
This study demonstrates that hyperparameter-tuning approaches to automated inverse planning can reduce active planning time with plan quality that is similar to or better than manually-generated plans.
no code implementations • 12 Nov 2019 • Roman Levin, Aleksandr Y. Aravkin, Minsun Kim
In this paper, we propose a mathematical framework to optimize full radiation dose distributions and fractionation schedules of multiple radiation modalities, aiming to maximize the damage to the tumor while limiting the damage to the normal tissue to the corresponding tolerance level.
Optimization and Control Medical Physics
1 code implementation • 24 Jul 2019 • Kelsey Maass, Minsun Kim, Aleksandr Aravkin
Fluence map optimization for intensity-modulated radiation therapy planning can be formulated as a large-scale inverse problem with competing objectives and constraints associated with the tumors and organs-at-risk.
Optimization and Control Medical Physics Quantitative Methods 65K10, 90C26, 97M60
1 code implementation • 28 Jun 2017 • Kelsey Maass, Minsun Kim
There are several different modalities, e. g., surgery, chemotherapy, and radiotherapy, that are currently used to treat cancer.
Optimization and Control Medical Physics