Rahmatollah Beheshti
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Keywords
electronic health record
(3)
knowledge graph
(2)
large language model
(2)
semi-supervised learning
(2)
sleep apnea detection
(2)
multimodal learning
(1)
adversarial training
(1)
graph transformer
(1)
retrieval-augmented generation
(1)
entity extraction
(1)
ecg signal
(1)
multimodal physiological signal
(1)
medical prediction
(1)
structured knowledge
(1)
token filtering
(1)
patient representation
(1)
missing modalities
(1)
temporal embedding
(1)
clinical text summarization
(1)
visit embedding
(1)
Papers
Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models
AAAI 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs
MLHC 2025
Graph Transformers on EHRs: Better Representation Improves Downstream Performance
ICLR 2024
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities
MLHC 2024
Bringing At-home Pediatric Sleep Apnea Testing Closer to Reality: A Multi-modal Transformer Approach
MLHC 2023
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records
MLHC 2022
Flexible-Window Predictions on Electronic Health Records
AAAI 2022