Clinical Informatics | Natural Language Processing | Oncology Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes. June 23, 2023
Healthcare | Informatics Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. May 13, 2023
Clinical Informatics | Medical Research Ontology-driven and weakly supervised rare disease identification from clinical notes. May 5, 2023
Clinical Decision Support | Data Science | Health Informatics | Internal Medicine A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. May 2, 2023
Biomedical Research | Clinical Medicine | Health Informatics Critical assessment of transformer-based AI models for German clinical notes. November 16, 2022
Intensive Care Unit | Predictive Medicine Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use. November 9, 2022
Medical Informatics | Oncology MetBERT: a generalizable and pre-trained deep learning model for the prediction of metastatic cancer from clinical notes. July 20, 2022
Health Informatics | Infectious Disease | Pediatrics Integrating structured and unstructured data for timely prediction of bloodstream infection among children. July 19, 2022
Clinical Informatics | Health Informatics | Natural Language Processing Trustworthy assertion classification through prompting. July 10, 2022
Cardiology Deep-ADCA: Development and Validation of Deep Learning Model for Automated Diagnosis Code Assignment Using Clinical Notes in Electronic Medical Records. May 28, 2022
Biomedical Informatics | Clinical NLP DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. April 7, 2022
Ophthalmology Predicting Glaucoma Progression Requiring Surgery Using Clinical Free-Text Notes and Transfer Learning With Transformers. March 31, 2022