Shadia Mikhael

2 papers · 2019–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

EMNLP (1) MIDL (1)

Top co-authors

Patrick Schrempf (1) Alison O’Neil (1) Aneta Lisowska (1) Matúš Falis (1) Sotirios Tsaftaris (1) Sonia Dahdouh (1) Maciej Pajak (1) William Traynor (1) John H. Hipwell (1) Lucas Deckers (1)

Research topics

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

Keywords

hierarchical classification (1) attention mechanism (1) multi-label classification (1) explainable ai (1) multi-class segmentation (1) semantic concept (1) 3d medical image segmentation (1) clinical text (1) icd coding (1) low rank basis (1) chunked cross entropy (1)

Papers

Breaking the Memory Barrier: Efficient Multi-Class 3D Segmentation for Hundreds of Classes MIDL 2026 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019