Robyn L Ball
Robyn L Ball
Clinical Data Scientist, Roam Analytics
Verified email at roaminsight.com
TitleCited byYear
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
P Rajpurkar, J Irvin, RL Ball, K Zhu, B Yang, H Mehta, T Duan, D Ding, ...
PLoS medicine 15 (11), e1002686, 2018
842018
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
N Bien, P Rajpurkar, RL Ball, J Irvin, A Park, E Jones, M Bereket, BN Patel, ...
PLoS medicine 15 (11), e1002699, 2018
512018
Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
J Irvin, P Rajpurkar, M Ko, Y Yu, S Ciurea-Ilcus, C Chute, H Marklund, ...
Thirty-Third AAAI Conference on Artificial Intelligence, 2019
492019
MURA Dataset: Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs
NAY Rajpurkar P, Irvin J, Bagul A, Ding D, Duan T, Mehta H, Yang B, Zhu K ...
arXiv:1712.06957, 2017
46*2017
Deep learning to classify radiology free-text reports
MC Chen, RL Ball, L Yang, N Moradzadeh, BE Chapman, DB Larson, ...
Radiology 286 (3), 845-852, 2017
382017
Predicting the lethal phenotype of the knockout mouse by integrating comprehensive genomic data
Y Yuan, Y Xu, J Xu, RL Ball, H Liang
Bioinformatics 28 (9), 1246-1252, 2012
282012
Demonstration of artificial neural network in Matlab
R Ball, P Tissot
Division of Nearhsore Research, Texas A&M University–Corpus Christi, 1-5, 2006
222006
Comparative analysis of somatic copy-number alterations across different human cancer types reveals two distinct classes of breakpoint hotspots
Y Li, L Zhang, RL Ball, X Liang, J Li, Z Lin, H Liang
Human molecular genetics 21 (22), 4957-4965, 2012
182012
Regulatory complexity revealed by integrated cytological and RNA-seq analyses of meiotic substages in mouse spermatocytes
RL Ball, Y Fujiwara, F Sun, J Hu, MA Hibbs, MA Handel, GW Carter
BMC genomics 17 (1), 628, 2016
172016
Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting
F Haque, RL Ball, S Khatun, M Ahmed, S Kache, MJ Chisti, SA Sarker, ...
PLoS neglected tropical diseases 11 (1), e0005290, 2017
122017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
NAY Rajpurkar P, Irvin J, Zhu K, Yang B, Mehta H, Duan T, Ding D, Bagul A ...
arXiv:1711.05225, 2017
62017
Patient outcomes and cerebral infarction after ruptured anterior communicating artery aneurysm treatment
JJ Heit, RL Ball, NA Telischak, HM Do, RL Dodd, GK Steinberg, ...
American Journal of Neuroradiology 38 (11), 2119-2125, 2017
62017
Comparison of random forest, artificial neural network, and multi-linear regression: a water temperature prediction case
RL Ball, P Tissot, B Zimmer, B Sterba-Boatwright
Seventh conference on artificial intelligence and its applications to the …, 2009
62009
Neuroimaging radiological interpretation system for acute traumatic brain injury
M Wintermark, Y Li, VY Ding, Y Xu, B Jiang, RL Ball, M Zeineh, A Gean, ...
Journal of neurotrauma 35 (22), 2665-2672, 2018
42018
Radiology SWARM: novel crowdsourcing tool for CheXNet algorithm validation
S Halabi, M Lungren, L Rosenberg, D Baltaxe, B Patel, J Seekins, ...
SiiM Conference on Machine Intelligence in Medical Imaging, 2018
42018
Novel application of virtual reality in patient engagement for deep brain stimulation: A pilot study
MK Collins, VY Ding, RL Ball, DL Dolce, JM Henderson, CH Halpern
Brain Stimulation: Basic, Translational, and Clinical Research in …, 2018
32018
Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model
JAMA Network Open 2 (6), e195600-e195600, 2019
22019
Semiautomated Characterization of Carotid Artery Plaque Features From Computed Tomography Angiography to Predict Atherosclerotic Cardiovascular Disease Risk Score
G Zhu, Y Li, V Ding, B Jiang, RL Ball, F Rodriguez, D Fleischmann, ...
Journal of computer assisted tomography 43 (3), 452-459, 2019
22019
Assessing the Relationship between Atherosclerotic Cardiovascular Disease Risk Score and Carotid Artery Imaging Findings
Y Li, G Zhu, V Ding, Y Huang, B Jiang, RL Ball, F Rodriguez, ...
Journal of Neuroimaging 29 (1), 119-125, 2019
22019
CXCR4 blockade at the end of irradiation to improve local control of glioblastoma (GBM).
RP Thomas, S Nagpal, M Iv, SG Soltys, S Bertrand, JS Pelpola, J Yang, ...
Journal of Clinical Oncology 36 (15_suppl), 2019-2019, 2018
22018
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