conftrace_

electronic health record

266 papers

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Also known as

EHR

Co-occurring keywords

large language model (13587) question answering (2963) named entity recognition (2813) multimodal learning (4645) clinical note (94) text classification (6793) clinical nlp (172) clinical text (191) attention mechanism (4001) knowledge graph (1837)

Papers

Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025
UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI ACL 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EMNLP 2025
THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction EMNLP 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025
Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025
HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records IJCAI 2025
RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025
When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification EACL 2024
Applications of BERT Models Towards Automation of Clinical Coding in Icelandic NAACL 2024
LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records IJCAI 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024