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Wenfang Yao

The Hong Kong Polytechnic University

7 papers hereh-index 5142 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • math.OC3
  • cs.CV2
  • cs.LG1
  • eess.IV1
affiliations
  • The Hong Kong Polytechnic University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

52 citations · 67 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation

Wenfang Yao, Chen Liu, Kejing Yin +2

Integrating multi-modal clinical data, such as electronic health records (EHR) and chest X-ray images (CXR), is particularly beneficial for clinical prediction tasks. However, in a…

eess.IV2024★ 52 cited

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

Wenfang Yao, Kejing Yin, William K. Cheung +2

The combination of electronic health records (EHR) and medical images is crucial for clinicians in making diagnoses and forecasting prognosis. Strategically fusing these two data m…

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