Homin Park
Show
Sort by
-
- Miscellaneous
- open access
Toward using machine learning as a shape quality metric for liver point cloud generation
-
- Journal Article
- A1
- open access
Multimodal machine learning for staging laparoscopy : a combined image analysis and morphologic tool for the discrimination of peritoneal metastasis
-
- Journal Article
- A1
- open access
Interpreting stress detection models using SHAP and attention for MuSe-stress 2022
-
- PhD Thesis
- open access
Advancing detection through deep learning for industrial, environmental, and health applications
(2025) -
- Conference Paper
- P1
- open access
Exploring multimodal approaches and fusion methods for CEO social attribute prediction in 2024 MuSe-perception
-
- Conference Paper
- P1
- open access
A reference-based approach for tumor size estimation in monocular laparoscopic videos
-
Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP
-
Development of a video-based deep learning model for differentiation of malignant and benign lesions during staging laparoscopy : is the machine better than the expert?
-
- Journal Article
- A1
- open access
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data
-
- Conference Paper
- C1
- open access
MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery