Rahmatollah Beheshti
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
🐣
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
MLHC (4)
AAAI (2)
ICLR (1)
Top co-authors
Keywords
electronic health record
(2)
semi-supervised learning
(2)
transfer learning
(1)
feature extraction
(1)
attention mechanism
(1)
multimodal learning
(1)
adversarial training
(1)
knowledge graph
(1)
retrieval-augmented generation
(1)
entity extraction
(1)
ecg signal
(1)
large language model
(1)
representation learning
(1)
sleep apnea detection
(1)
few-shot learning
(1)
Papers
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs
MLHC 2025
Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models
AAAI 2025
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities
MLHC 2024
Graph Transformers on EHRs: Better Representation Improves Downstream Performance
ICLR 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