Critical Care Medicine | Health Informatics Building Prediction Models for 30-Day Readmissions Among ICU Patients Using Both Structured and Unstructured Data in Electronic Health Records. July 26, 2024
Neurology | Psychiatry ASD-GResTM: Deep Learning Framework for ASD classification using Gramian Angular Field. July 18, 2024
Bioinformatics | Genomics Highly Scalable Task Grouping for Deep Multi-Task Learning in Prediction of Epigenetic Events. January 11, 2024
Computational Biology | Proteomics Deep Learning Based MS2 Feature Detection for Data-Independent Shotgun Proteomics. August 28, 2023
Ophthalmology OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach. July 3, 2023
Radiology Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation. May 14, 2023
Clinical Risk Prediction | Health Informatics | Machine Learning KIT-LSTM: Knowledge-guided Time-aware LSTM for Continuous Clinical Risk Prediction. May 3, 2023
Healthcare | Medical Informatics AutoMed: Automated Medical Risk Predictive Modeling on Electronic Health Records. April 17, 2023
Infectious Diseases | Pulmonology | Radiology DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images. April 15, 2022
Neurology | Primary Care Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records. November 16, 2020
Bioinformatics | Computational Biology | Molecular Biology DeeperBind: Enhancing Prediction of Sequence Specificities of DNA Binding Proteins. June 19, 2020
Radiology Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. July 25, 2019