| MRI features may predict molecular features of glioblastoma in isocitrate dehydrogenase wild-type lower-grade gliomas CJ Park, K Han, H Kim, SS Ahn, D Choi, YW Park, JH Chang, SH Kim, ... American Journal of Neuroradiology 42 (3), 448-456, 2021 | 44 | 2021 |
| Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation YW Park, D Choi, JE Park, SS Ahn, H Kim, JH Chang, SH Kim, HS Kim, ... Scientific reports 11 (1), 2913, 2021 | 41 | 2021 |
| Radiomics features of hippocampal regions in magnetic resonance imaging can differentiate medial temporal lobe epilepsy patients from healthy controls YW Park, YS Choi, SE Kim, D Choi, K Han, H Kim, SS Ahn, SA Kim, ... Scientific reports 10 (1), 19567, 2020 | 39 | 2020 |
| Differentiating patients with schizophrenia from healthy controls by hippocampal subfields using radiomics YW Park, D Choi, J Lee, SS Ahn, SK Lee, SH Lee, M Bang Schizophrenia Research 223, 337-344, 2020 | 33 | 2020 |
| Diffusion tensor and postcontrast T1-weighted imaging radiomics to differentiate the epidermal growth factor receptor mutation status of brain metastases from non-small cell … YW Park, C An, JS Lee, K Han, D Choi, SS Ahn, H Kim, SJ Ahn, JH Chang, ... Neuroradiology 63, 343-352, 2021 | 30 | 2021 |
| Performance evaluation of a deep learning system for differential diagnosis of lung cancer with conventional CT and FDG PET/CT using transfer learning and metadata YJ Park, D Choi, JY Choi, SH Hyun Clinical Nuclear Medicine 46 (8), 635-640, 2021 | 29 | 2021 |
| Development of a deep learning-based algorithm for the automatic detection and quantification of aortic valve calcium S Chang, H Kim, YJ Suh, DM Choi, H Kim, DK Kim, JY Kim, JY Yoo, ... European Journal of Radiology 137, 109582, 2021 | 21 | 2021 |
| Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis B Joo, SS Ahn, C An, K Han, D Choi, H Kim, JE Park, HS Kim, SK Lee Journal of Neuroradiology 50 (4), 388-395, 2023 | 17 | 2023 |
| Clinical application of deep learning-based synthetic CT from real MRI to improve dose planning accuracy in Gamma Knife radiosurgery: a proof of concept study SH Park, DM Choi, IH Jung, KW Chang, MJ Kim, HH Jung, JW Chang, ... Biomedical Engineering Letters 12 (4), 359-367, 2022 | 11 | 2022 |
| ENInst: Enhancing weakly-supervised low-shot instance segmentation M Ye-Bin, D Choi, Y Kwon, J Kim, TH Oh Pattern Recognition 145, 109888, 2024 | 7 | 2024 |
| Predicting amyloid pathology in mild cognitive impairment using radiomics analysis of magnetic resonance imaging YW Park, D Choi, M Park, SJ Ahn, SS Ahn, SH Suh, SK Lee, ... Journal of Alzheimer's Disease 79 (2), 483-491, 2021 | 7 | 2021 |
| idet3d: Towards efficient interactive object detection for lidar point clouds D Choi, W Cho, K Kim, J Choo Proceedings of the AAAI Conference on Artificial Intelligence 38 (2), 1335-1343, 2024 | 5 | 2024 |
| Prediction of treatment response after stereotactic radiosurgery of brain metastasis using deep learning and radiomics on longitudinal MRI data SJ Cho, W Cho, D Choi, G Sim, SY Jeong, SH Baik, YJ Bae, BS Choi, ... Scientific Reports 14 (1), 11085, 2024 | 4 | 2024 |
| CMET-04. Radiomics features can differentiate the EGFR mutation status of brain metastases from non-small cell lung cancer YW Park, SS Ahn, D Choi, H Kim Neuro-Oncology 21 (Suppl 6), vi51, 2019 | 3 | 2019 |
| FoxInst: A Frustratingly Simple Baseline for Weakly Few-shot Instance Segmentation D Choi, M Ye-Bin, J Kim, TH Oh | 2 | 2022 |
| Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images W Cho, D Choi, H Lim, J Choi, S Choi, H Min, S Lim, J Choo Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 1 | 2024 |
| Neural Angular Plaque Characterization: Automated Quantification of Polar Distribution for Plaque Composition H Cho, D Choi, HS Min, SJ Kang, H Kim International Workshop on Statistical Atlases and Computational Models of …, 2021 | | 2021 |