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Zilong Bai

3 accepted papers

2025

Democratizing Clinical Risk Prediction with Cross-Cohort Cross-Modal Knowledge Transfer

NeurIPS 2025poster

Clinical risk prediction plays a crucial role in early disease detection and personalized intervention. While recent models increasingly incorporate multimodal data, their development typically assumes access to large-scale, multimodal datasets and substantial computational resources. In practice, h…

Cited by 0SourceScholar
2024

Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling

NeurIPS 2024poster

Phenotype imputation plays a crucial role in improving comprehensive and accurate medical evaluation, which in turn can optimize patient treatment and bolster the reliability of clinical research. Despite the adoption of various techniques, multi-modal biological data, which can provide crucial insi…

Cited by 0SourcePDFScholar