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BioSpATIAL-DefectNet
BioSpATIAL-DefectNet PublicBiology-guided spatial graph-transformer that maps 10x Visium periodontal transcriptomics → continuous bone-defect fields | SpGAT · Disentangled VAE · Morphology Transformer · WGAN-GP | No paired r…
Jupyter Notebook
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PERIODONTAL_DIGITAL-TWIN
PERIODONTAL_DIGITAL-TWIN PublicAI-powered Oral Digital Twin for periodontal & oral health prediction—multimodal data fusion, FastAPI API, Streamlit dashboard, explainability, real-data validation, CI tests.
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CaTGO-PerioLLLT
CaTGO-PerioLLLT PublicCausal Tooth-Graph ODE Transformer (CaTGO) for individualized LLLT in periodontitis. Predicts heterogeneous treatment effects, simulates counterfactual doses, and provides decision-ready policy sco…
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PerioTox-GLM
PerioTox-GLM PublicPerioTox-GLM: Interpretable Logistic Modeling of Gingival Cell Survival
Jupyter Notebook 1
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GingivaCITEseqMultiOmics
GingivaCITEseqMultiOmics PublicIntegrated single-cell CITE-seq atlas of healthy human gingiva revealing fibroblast-centered immune organization, T-cell state transitions, and plasma cell niches using multi-omic and graph-based a…
Jupyter Notebook
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