Bioinformatics | Computational Biology IDPpub: Illuminating the Dark Phosphoproteome Through PubMed Mining. November 22, 2023
Neurology | Psychiatry Assisting schizophrenia diagnosis using clinical electroencephalography and interpretable graph neural networks: a real-world and cross-site study. July 26, 2023
Causal Inference | Clinical Observational Data Analysis Disentangled representation for sequential treatment effect estimation. October 15, 2022
Clinical Informatics | Healthcare Research COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. March 6, 2021
Artificial Intelligence | Internal Medicine | Pulmonology Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study. August 3, 2020
Clinical NLP | Internal Medicine | Neurology Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text. December 5, 2019
Clinical Informatics | Natural Language Processing | Oncology Extracting comprehensive clinical information for breast cancer using deep learning methods. October 27, 2019
Internal Medicine | Machine Learning | Neurology Predicting post-stroke pneumonia using deep neural network approaches. October 27, 2019
Clinical Text Analysis | Medical Informatics | Natural Language Processing Extracting entities with attributes in clinical text via joint deep learning. September 24, 2019
Clinical Pharmacology | Medical Informatics | Natural Language Processing A study of deep learning approaches for medication and adverse drug event extraction from clinical text. May 28, 2019
Oncology | Radiology Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches. May 23, 2019
Clinical Informatics | Medical Data Science Time-sensitive clinical concept embeddings learned from large electronic health records. May 12, 2019