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2020 – today
- 2024
[j7]Trong-Nghia Nguyen
, Hyung-Jeong Yang, Bo-Gun Kho, Sae-Ryung Kang, Soo-Hyung Kim:
Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. IEEE Access 12: 117176-117202 (2024)- [j6]Thi Tuong Vi Vo, Tae-ho Shin, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim:
A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients. Comput. Methods Programs Biomed. 248: 108104 (2024) - [i1]Quang Vinh Nguyen, Thanh Hoang Son Vo, Sae-Ryung Kang, Soo-Hyung Kim:
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model. CoRR abs/2410.01210 (2024) - 2023
- [j5]Seungwon Oh, Sae-Ryung Kang, In-Jae Oh, Min-Soo Kim:
Deep learning model integrating positron emission tomography and clinical data for prognosis prediction in non-small cell lung cancer patients. BMC Bioinform. 24(1): 39 (2023) - 2022
- [j4]Seungwon Oh, Sae-Ryung Kang, In-Jae Oh, Min-Soo Kim:
Correction: Deep learning model integrating positron emission tomography and clinical data for prognosis prediction in non-small cell lung cancer patients. BMC Bioinform. 23-S(9): 573 (2022) - [c3]Thanh Cong Do, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim, Guee-Sang Lee, Jung-Joon Min:
Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning. ICPR 2022: 4285-4291 - [c2]Duy-Phuong Dao, Hyung-Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang:
Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality. ICPR 2022: 5162-5169 - 2021
- [j3]Seungwon Oh, Jaena Im, Sae-Ryung Kang, In-Jae Oh, Min-Soo Kim:
PET-Based Deep-Learning Model for Predicting Prognosis of Patients With Non-Small Cell Lung Cancer. IEEE Access 9: 138753-138761 (2021) - [j2]Eu-Tteum Baek, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang, Jung-Joon Min:
Survival time prediction by integrating cox proportional hazards network and distribution function network. BMC Bioinform. 22(1): 192 (2021) - [j1]Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang:
Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm. Sensors 21(13): 4556 (2021) - 2020
- [c1]Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Sae-Ryung Kang, In-Jae Oh, Soo-Hyung Kim:
Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data. SMA 2020: 234-237
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