より「現実的な」シミュレーション脳データの使用による深層学習ベースのIVIMパラメータ推定の改善

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Magnetic resonance parameter mapping using model‐guided self‐supervised deep learning2021 · 86 citations
2. 2Model-based Synthetic Data-driven Learning (MOST-DL): Application in Single-shot T2 Mapping with Severe Head Motion Using Overlapping-echo Acquisition2021 · 8 citations
3. 3Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation2023 · 59 citations
4. 4Analysis of Image Texture Features Based on Gray Level Co-Occurrence Matrix2012 · 14 citations
5. 5Deep learning intravoxel incoherent motion modeling: Exploring the impact of training features and learning strategies2023 · 18 citations