김남국 (울산대학교 의과대학/서울아산병원)님 | 한빛사연구자 > 한빛사

울산대학교 의과대학/서울아산병원

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최종업데이트 2025.07.03.

Enhancing 3D dopamine transporter imaging as a biomarker for Parkinson’s disease via self-supervised learning with diffusion models
- Cell Rep. Med., June 27, 2025 | https://doi.org/10.1016/j.xcrm.2025.102207
- 2025-06
- 바이오·의료융합
- 한빛사논문
Predicting orthognathic surgery results as postoperative lateral cephalograms using graph neural networks and diffusion models
- Nat. Commun., Published: 16 March 2025 | https://doi.org/10.1038/s41467-025-57669-x
- 2025-03
- 의약학
- 한빛사논문
Generative Adversarial Network with Robust Discriminator Through Multi-Task Learning for Low-Dose CT Denoising
- IEEE Trans. Med. Imaging , Aug 26 2024, PP | https://doi.org/10.1109/TMI.2024.3449647
- 2024-08
- 바이오·의료융합
- 한빛사논문
Generative AI in glioma: ensuring diversity in training image phenotypes to improve diagnostic performance for IDH mutation prediction
- Neuro-Oncology, Jan 22 2024, noae012 | https://doi.org/10.1093/neuonc/noae012
- 2024-01
- 바이오·의료융합
- 한빛사논문
Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study
- npj Digit. Med., Jan 05 2024, 7 (1) 2 | https://doi.org/10.1038/s41746-023-00976-8
- 2024-01
- 바이오·의료융합
- 한빛사논문
MuSiC-ViT: A multi-task Siamese convolutional vision transformer for differentiating change from no-change in follow-up chest radiographs
- Med. Image Anal. , Available online 12 July 2023, 102894 | https://doi.org/10.1016/j.media.2023.102894
- 2022-07
- 바이오·의료융합
- 한빛사논문
The Association Between Media Exposure to Non Suicidal Self-Injury and Emergency Department Visits for Self-Harm
- J. Am. Acad. Child Adolesc. Psychiatr. , 2023 Feb 10;S0890-8567(23)00059-X | https://doi.org/10.1016/j.jaac.2023.02.004
- 2023-02
- 의약학
- 한빛사논문
Deep Learning-based Approach to Predict Pulmonary Function at Chest CT
- Radiology, 2023 Feb 14;221488 | https://doi.org/10.1148/radiol.221488
- 2023-02
- 바이오·의료융합
- 한빛사논문
Emergency triage of brain computed tomography via anomaly detection with a deep generative model
- Nat. Commun., Published 22 July 2022 | https://doi.org/10.1038/s41467-022-31808-0
- 2022-07
- 바이오·의료융합
- 한빛사논문
Improved performance and robustness of multi-task representation learning with consistency loss between pretexts for intracranial hemorrhage identification in head CT
- Med. Image Anal. , Volume 81, October 2022, 102489 | https://doi.org/10.1016/j.media.2022.102489
- 2022-10
- 바이오·의료융합
- 한빛사논문

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