Ashley Beecy

3 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) MIDL (1) NAACL (1)

Top co-authors

Ilan Richter (2) Deborah Estrin (2) Fengbei Liu (2) Sunwoo Kwak (2) Nir Uriel (1) Yifan Peng (1) Mert R Sabuncu (1) Nusrat Nizam (1) Hyun Gi Lee (1) Jayant K Raikhelkar (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Clinical (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1)

Keywords

transfer learning (1) medical imaging (1) visual grounding (1) feature representation (1) survival analysis (1) score matching (1) cross-modal alignment (1) vision-language model (1) rotary position encoding (1) contrastive pre-training (1) clinical text (1) numerical reasoning (1) proportional hazards model (1) chest computed tomography (1) phenotype-guided alignment (1) cardiac screening (1)

Papers

RNED: Rotary Number Encoding and Decoding for Medical VLMs CVPR 2026 X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT MIDL 2026 Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021