User profiles for R.L. Ball
Robyn L BallComputational Scientist, The Jackson Laboratory Verified email at jax.org Cited by 9131 |
[HTML][HTML] Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Background Chest radiograph interpretation is critical for the detection of thoracic diseases,
including tuberculosis and lung cancer, which affect millions of people worldwide each year. …
including tuberculosis and lung cancer, which affect millions of people worldwide each year. …
[HTML][HTML] Deep-learning-assisted diagnosis for knee magnetic resonance imaging: development and retrospective validation of MRNet
Background Magnetic resonance imaging (MRI) of the knee is the preferred method for
diagnosing knee injuries. However, interpretation of knee MRI is time-intensive and subject to …
diagnosing knee injuries. However, interpretation of knee MRI is time-intensive and subject to …
Burn-induced coagulopathies: a comprehensive review
RL Ball, JW Keyloun, K Brummel-Ziedins, T Orfeo… - Shock, 2020 - journals.lww.com
Burn-induced coagulopathy is not well understood, and consensus on diagnosis, prevention,
and treatments are lacking. In this review, literature on burn-induced (and associated) …
and treatments are lacking. In this review, literature on burn-induced (and associated) …
Mura: Large dataset for abnormality detection in musculoskeletal radiographs
We introduce MURA, a large dataset of musculoskeletal radiographs containing 40,561
images from 14,863 studies, where each study is manually labeled by radiologists as either …
images from 14,863 studies, where each study is manually labeled by radiologists as either …
Deep learning to classify radiology free-text reports
Purpose To evaluate the performance of a deep learning convolutional neural network (CNN)
model compared with a traditional natural language processing (NLP) model in extracting …
model compared with a traditional natural language processing (NLP) model in extracting …
Lipid nanoparticle formulations for enhanced co-delivery of siRNA and mRNA
RL Ball, KA Hajj, J Vizelman, P Bajaj… - Nano letters, 2018 - ACS Publications
Although mRNA and siRNA have significant therapeutic potential, their simultaneous delivery
has not been previously explored. To facilitate the treatment of diseases associated with …
has not been previously explored. To facilitate the treatment of diseases associated with …
Achieving long-term stability of lipid nanoparticles: examining the effect of pH, temperature, and lyophilization
RL Ball, P Bajaj, KA Whitehead - International journal of …, 2017 - Taylor & Francis
The broadest clinical application of siRNA therapeutics will be facilitated by drug-loaded
delivery systems that maintain stability and potency for long times under ambient conditions. In …
delivery systems that maintain stability and potency for long times under ambient conditions. In …
Deep learning–assisted diagnosis of cerebral aneurysms using the HeadXNet model
Importance Deep learning has the potential to augment clinician performance in medical
imaging interpretation and reduce time to diagnosis through automated segmentation. Few …
imaging interpretation and reduce time to diagnosis through automated segmentation. Few …
[HTML][HTML] Impact of a deep learning assistant on the histopathologic classification of liver cancer
Artificial intelligence (AI) algorithms continue to rival human performance on a variety of clinical
tasks, while their actual impact on human diagnosticians, when incorporated into clinical …
tasks, while their actual impact on human diagnosticians, when incorporated into clinical …
Intraoperative endodontic applications of cone-beam computed tomography
RL Ball, JV Barbizam, N Cohenca - Journal of endodontics, 2013 - Elsevier
… This article was written with LCDR Randy Ball, DC, USN while he was a resident at the
University of Washington training in endodontics. The views expressed in this article are those of …
University of Washington training in endodontics. The views expressed in this article are those of …