clinical text mining

FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 MedDecXtract: A Clinician-Support System for Extracting, Visualizing, and Annotating Medical Decisions in Clinical Narratives ACL 2025 Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 KCLab at Chemotimelines 2024: End-to-end system for chemotherapy timeline extraction – Subtask2 NAACL 2024 Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024 An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports ACL 2023 Event-independent temporal positioning: application to French clinical text ACL 2023 Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs MLHC 2023 Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports SemEval 2023 Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval SemEval 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021 Detect and Classify – Joint Span Detection and Classification for Health Outcomes EMNLP 2021 Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020 Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports EMNLP 2020 Extracting Relations between Radiotherapy Treatment Details EMNLP 2020 Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions ACL 2019 Contributions to Clinical Named Entity Recognition in Portuguese ACL 2019 Extracting relevant information from physician-patient dialogues for automated clinical note taking EMNLP 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 Predicting ICU transfers using text messages between nurses and doctors NAACL 2019