Farah E. Shamout
6 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
MLHC (4)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
domain adaptation
(1)
multilingual nlp
(1)
question answering
(1)
multi-label classification
(1)
visual representation
(1)
medical image classification
(1)
medical nlp
(1)
semantic embedding
(1)
multi-modal fusion
(1)
chest x-ray
(1)
mortality prediction
(1)
arabic language
(1)
mental health
(1)
cross-lingual evaluation
(1)
chest radiograph
(1)
large language model
(1)
phenotype classification
(1)
clinical time-series
(1)
generalized zero shot learning
(1)
Papers
Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks
EACL 2026
AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering
EMNLP 2025
MedPatch: Confidence-Guided Multi-Stage Fusion for Multimodal Clinical Data
MLHC 2025
MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks
MLHC 2025
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images
MLHC 2022
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs
MLHC 2021