Robyn L. Ball
Jackson Laboratory(US)
Publications by Year
Research Areas
Medical Imaging and Analysis, Radiomics and Machine Learning in Medical Imaging, Glioma Diagnosis and Treatment, Acute Ischemic Stroke Management, Venous Thromboembolism Diagnosis and Management
Most-Cited Works
- → Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists(2018)1,330 cited
- → Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet(2018)709 cited
- → CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison(2019)391 cited
- → Impact of a deep learning assistant on the histopathologic classification of liver cancer(2020)295 cited
- → Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model(2019)257 cited
- → MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs(2017)248 cited
- → Deep Learning to Classify Radiology Free-Text Reports(2017)222 cited
- → Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge(2020)200 cited
- → PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging(2020)177 cited
- → CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV(2020)134 cited