Wenfang Yao

2 papers · 2024–2024 · 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 · Gold 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Kejing Yin (2) William K. Cheung (2) Jing Qin (2) Jia Liu (1) Chen Liu (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Data Science & Analytics (1) Deep Learning (1) Core AI (1) Core Methods (1) Domain-Specific (1) Generation (1) Methods (1) Models (1)

Keywords

medical imaging (2) multimodal fusion (2) electronic health record (2) clinical prediction (1) time series (1) disentangled representation (1) latent diffusion (1) patient-specific generation (1) chest x-ray generation (1) latent diffusion model (1) missing modality (1) chest x-ray (1) medical prediction (1) attention mechanism (1) multimodal learning (1)

Papers

Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NeurIPS 2024 DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024