clinical text classification

Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography ACL 2026 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025 Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025 CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024 A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023 Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents ACL 2023 Investigating anatomical bias in clinical machine learning algorithms EACL 2023 Modelling Temporal Document Sequences for Clinical ICD Coding EACL 2023 Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023 Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data ACL 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021 Classification of Syncope Cases in Norwegian Medical Records EMNLP 2020 Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL 2020 Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020 Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach ACL 2018 Predicting Counselor Behaviors in Motivational Interviewing Encounters EACL 2017