Search Results for author: Qiannan Zhang

Found 4 papers, 3 papers with code

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models

no code implementations26 May 2024 Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou

Specifically, we develop a collaborative pipeline that combines SLs and LLMs via a confidence-driven decision-making mechanism, leveraging the strengths of SLs in clear-cut cases and LLMs in more complex scenarios.

Decision Making

Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities

1 code implementation18 May 2024 Marianne Arriola, Weishen Pan, Manqi Zhou, Qiannan Zhang, Chang Su, Fei Wang

Joint analysis of multi-omic single-cell data across cohorts has significantly enhanced the comprehensive analysis of cellular processes.

Imputation

Recurrent Attention Walk for Semi-supervised Classification

1 code implementation22 Oct 2019 Uchenna Akujuobi, Qiannan Zhang, Han Yufei, Xiangliang Zhang

We propose to explore the neighborhood in a reinforcement learning setting and find a walk path well-tuned for classifying the unlabelled target nodes.

Classification General Classification +1

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