Beheshti, Rahmatollah

8 publications

AAAI 2025 Advancing Feature Extraction in Healthcare Through the Integration of Knowledge Graphs and Large Language Models Fahmida Liza Piya, Rahmatollah Beheshti

MLHC 2025 ConTextual: Improving Clinical Text Summarization in LLMs with Context-Preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya, Rahmatollah Beheshti

ICLR 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance Raphael Poulain, Rahmatollah Beheshti

MLHC 2024 Multimodal Sleep Apnea Detection with Missing or Noisy Modalities Hamed Fayyaz, Niharika S. D’Souza, Rahmatollah Beheshti

MLHC 2023 Bringing At-Home Pediatric Sleep Apnea Testing Closer to Reality: A Multi-Modal Transformer Approach Hamed Fayyaz, Abigail Strang, Rahmatollah Beheshti

MLHC 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti

AAAI 2022 Flexible-Window Predictions on Electronic Health Records Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti

AAAI 2015 Cognitive Social Learners: An Architecture for Modeling Normative Behavior Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Reese Sukthankar