Neurology | Oncology | Radiology Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. January 10, 2024
Oncology | Orthopedics | Radiology Machine learning-based detection of sarcopenic obesity and association with adverse outcomes in patients undergoing surgical treatment for spinal metastases. December 1, 2023
Neuro-Oncology | Neuroradiology Not without Context-A Multiple Methods Study on Evaluation and Correction of Automated Brain Tumor Segmentations by Experts. November 11, 2023
Neurology | Radiology Head CT deep learning model is highly accurate for early infarct estimation. January 5, 2023
Ophthalmology | Radiology Improving the repeatability of deep learning models with Monte Carlo dropout. November 18, 2022
Radiology Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT. September 20, 2022
Cardiology | Radiology Utility of Normalized Body Composition Areas, Derived From Outpatient Abdominal CT Using a Fully Automated Deep Learning Method, for Predicting Subsequent Cardiovascular Events. August 31, 2022
Radiology A Fully Automated Deep Learning Pipeline for Multi-Vertebral Level Quantification and Characterization of Muscle and Adipose Tissue on Chest CT Scans. February 11, 2022
Neurology | Radiology Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging. February 10, 2022
Internal Medicine | Public Health | Radiology Population-Scale CT-based Body Composition Analysis of a Large Outpatient Population Using Deep Learning to Derive Age-, Sex-, and Race-specific Reference Curves. November 24, 2020