Homa Alemzadeh
6 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(16)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Clinical
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
speech recognition
(2)
emergency medical service
(2)
domain adaptation
(1)
text mining
(1)
weakly supervised learning
(1)
information extraction
(1)
named entity recognition
(1)
data annotation
(1)
multimodal learning
(1)
multi-label classification
(1)
depth estimation
(1)
monocular depth estimation
(1)
egocentric vision
(1)
audio processing
(1)
knowledge graph
(1)
concept extraction
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
synthetic dataset
(1)
emergency response
(1)
Papers
EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services
AAAI 2026
Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering
AAAI 2026
Camera-Independent Single Image Depth Estimation From Defocus Blur
WACV 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction
EMNLP 2024
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response
AAAI 2020
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response
AAAI 2020