SS
Shelley Zixin Shu
cs.CVcs.AIChest X-rayDeep learningMulti-label classificationQuality controlSaliency maps
On Valency
published · living versionsW_qx9ebef5·v1 · currentpublished
Meta-CLIP: Metadata-Conditioned Contrastive Learning for Zero-Shot Disease Inference
with Haozhe Luo, Nirosh Sivanesan, Francesco Nitti, Mauricio Reyes
1 version
Preprints & journals
6 papers in the corpus · 2024–2026INFORMER-Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies.42745109 · Shu, Shelley Zixin, Pahud de Mortanges, Aurélie, Poellinger, Alexander et al.2026 · 0 citationsJournal of imaging informatics in medicine. 2026
HarMoE: Multi-Source Chest Radiograph Pretraining with Dataset-Disentangled Experts2608.02252v1 · Haozhe Luo, Ziyu Zhou, Shelley Zixin Shu et al.2026 · 0 citationsarXiv
KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection2605.09132v1 · Haozhe Luo, Shelley Zixin Shu, Ziyu Zhou et al.2026 · 0 citationsarXiv
XBench: A Comprehensive Benchmark for Visual-Language Explanations in Chest Radiography2510.19599v1 · Haozhe Luo, Shelley Zixin Shu, Ziyu Zhou et al.2025 · 2 citationsarXiv
Hybrid Explanation-Guided Learning for Transformer-Based Chest X-Ray Diagnosis2510.12704v1 · Shelley Zixin Shu, Haozhe Luo, Alexander Poellinger et al.2025 · 0 citationsarXiv
Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging.39039248 · Pahud de Mortanges, Aurélie, Luo, Haozhe, Shu, Shelley Zixin et al.2026 · 92 citationsNPJ digital medicine. 2024;7(1):195
Career total: 9 works. 6 are in this corpus.
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