Robyn L Ball
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Explore the profile of Robyn L Ball including associated specialties, affiliations and a list of published articles.
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45
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1164
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Recent Articles
1.
Chen Y, Hu Z, Shek K, Wilson J, Alotaibi F, Witiw C, et al.
AJR Am J Roentgenol
. 2025 Jan;
PMID: 39772578
Available data on radiologists' missed cervical spine fractures are based primarily on studies using human reviewers to identify errors on re-evaluation; such studies do not capture the full extent of...
2.
Hermans S, Hu Z, Ball R, Lin H, Prevedello L, Berger F, et al.
Radiol Artif Intell
. 2024 Nov;
7(1):e240334.
PMID: 39503604
Purpose To evaluate the performance of the winning machine learning models from the 2023 RSNA Abdominal Trauma Detection AI Challenge. Materials and Methods The competition was hosted on Kaggle and...
3.
Rudie J, Lin H, Ball R, Jalal S, Prevedello L, Nicolaou S, et al.
Radiol Artif Intell
. 2024 Oct;
6(6):e240101.
PMID: 39441109
4.
Hu Z, Patel M, Ball R, Lin H, Prevedello L, Naseri M, et al.
Radiol Artif Intell
. 2024 Sep;
6(6):e230550.
PMID: 39298563
Purpose To evaluate the performance of the top models from the RSNA 2022 Cervical Spine Fracture Detection challenge on a clinical test dataset of both noncontrast and contrast-enhanced CT scans...
5.
Lee G, Flanders A, Richards T, Kitamura F, Colak E, Lin H, et al.
Radiol Artif Intell
. 2024 Apr;
6(3):e249002.
PMID: 38656232
No abstract available.
6.
Kitamura F, Prevedello L, Colak E, Halabi S, Lungren M, Ball R, et al.
Radiol Artif Intell
. 2024 Mar;
6(3):e230227.
PMID: 38477659
The Radiological Society of North America (RSNA) has held artificial intelligence competitions to tackle real-world medical imaging problems at least annually since 2017. This article examines the challenges and processes...
7.
Ball R, Bogue M, Liang H, Srivastava A, Ashbrook D, Lamoureux A, et al.
Genome Res
. 2024 Jan;
34(1):145-159.
PMID: 38290977
Hundreds of inbred mouse strains and intercross populations have been used to characterize the function of genetic variants that contribute to disease. Thousands of disease-relevant traits have been characterized in...
8.
Lee G, Flanders A, Richards T, Kitamura F, Colak E, Lin H, et al.
Radiol Artif Intell
. 2024 Jan;
6(1):e230256.
PMID: 38169426
Purpose To evaluate and report the performance of the winning algorithms of the Radiological Society of North America Cervical Spine Fracture AI Challenge. Materials and Methods The competition was open...
9.
Lin H, Colak E, Richards T, Kitamura F, Prevedello L, Talbott J, et al.
Radiol Artif Intell
. 2023 Oct;
5(5):e230034.
PMID: 37795143
This dataset is composed of cervical spine CT images with annotations related to fractures; it is available at https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/.
10.
Ball R, Bogue M, Liang H, Srivastava A, Ashbrook D, Lamoureux A, et al.
bioRxiv
. 2023 Aug;
PMID: 37609331
Hundreds of inbred laboratory mouse strains and intercross populations have been used to functionalize genetic variants that contribute to disease. Thousands of disease relevant traits have been characterized in mice...