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Chaohe Zhang

4 papers · 2020–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

AAAI (3) IJCAI (1)

Top co-authors

Yasha Wang (4) Wen Tang (3) Liantao Ma (3) Xin Gao (3) Jiangtao Wang (3) Wenjie Ruan (2) Junyi Gao (2) Xinyu Ma (2) Zhiyuan Wang (1) Hongxin Ding (1)

Research topics

Machine Learning (4) Core Methods (4) Deep Learning (2) Computer Vision (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

electronic medical record (2) representation learning (2) feature extraction (1) knowledge transfer (1) feature embedding (1) joint learning (1) clinical prediction (1) clinical note (1) gromov-wasserstein distance (1) similar patient (1) prognosis prediction (1) interpretable prediction (1) diagnosis prediction (1) patient representation (1) healthcare prediction (1) visit sequence (1) health status representation (1) biomarker variation (1) time-aware distribution (1) cohort representation (1)

Papers

VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data IJCAI 2023 GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021 AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration AAAI 2020 ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context AAAI 2020