Clinical Informatics | Health Informatics Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction. May 20, 2024
Oncology | Radiology Subcutaneous fat predicts bone metastasis in breast cancer: A novel multimodality-based deep learning model. December 3, 2023
Clinical Prediction | Electronic Health Records TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records. November 29, 2023
Clinical Prediction | Deep Learning | Health Informatics RIMD: A novel method for clinical prediction. May 20, 2023
Neurology Development and Validation of a Deep Learning Model for Predicting Treatment Response in Patients With Newly Diagnosed Epilepsy. August 29, 2022
Oncology | Radiology Combining Tumor Segmentation Masks with PET/CT Images and Clinical Data in a Deep Learning Framework for Improved Prognostic Prediction in Head and Neck Squamous Cell Carcinoma. April 11, 2022
Machine Learning | Neurology Predicting Ischemic Stroke Outcome Using Deep Learning Approaches. February 10, 2022
Hepatology | Internal Medicine | Machine Learning Use of a Deep Learning Approach for the Sensitive Prediction of Hepatitis B Surface Antigen Levels in Inactive Carrier Patients. January 21, 2022
Hospital Medicine | Internal Medicine Let Sleeping Patients Lie, avoiding unnecessary overnight vitals monitoring using a clinically based deep-learning model. December 10, 2020
Cardiology | Health Informatics Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics Approach. September 29, 2020
Clinical Healthcare | Machine Learning Benchmarking deep learning models on large healthcare datasets. July 16, 2018