Stephen Roberts
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Explore the profile of Stephen Roberts including associated specialties, affiliations and a list of published articles.
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56
Citations
600
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Recent Articles
11.
Decaesteker B, Durinck K, Van Roy N, De Wilde B, Van Neste C, Van Haver S, et al.
J Pers Med
. 2021 Dec;
11(12).
PMID: 34945759
Neuroblastoma is a pediatric tumor arising from the sympatho-adrenal lineage and a worldwide leading cause of childhood cancer-related deaths. About half of high-risk patients die from the disease while survivors...
12.
Fiala E, Jayakumaran G, Mauguen A, Kennedy J, Bouvier N, Kemel Y, et al.
Nat Cancer
. 2021 Jul;
2:357-365.
PMID: 34308366
The spectrum of germline predisposition in pediatric cancer continues to be realized. Here we report 751 solid tumor patients who underwent prospective matched tumor-normal DNA sequencing and downstream clinical use...
13.
ODonohue T, Gulati N, Mauguen A, Kushner B, Shukla N, Rodriguez-Sanchez M, et al.
JCO Precis Oncol
. 2021 Jul;
5.
PMID: 34250410
Purpose: The tyrosine kinase receptor anaplastic lymphoma kinase (ALK) can be abnormally activated in neuroblastoma, and somatic mutations occur in 6%-10% of patients. The differential clinical impact of these mutations...
14.
Williams R, Alessi C, Alexander G, Allison M, Aspinall R, Batterham R, et al.
Lancet
. 2021 Mar;
397(10286):1770-1780.
PMID: 33714360
This Review, in addressing the unacceptably high mortality of patients with liver disease admitted to acute hospitals, reinforces the need for integrated clinical services. The masterplan described is based on...
15.
Mus L, Van Haver S, Popovic M, Trypsteen W, Lefever S, Zeltner N, et al.
Genes Chromosomes Cancer
. 2020 Dec;
60(4):272-281.
PMID: 33336840
Human embryonic stem cells (hESCs) and embryonal tumors share a number of common features, including a compromised G1/S checkpoint. Consequently, these rapidly dividing hESCs and cancer cells undergo elevated levels...
16.
Fitzsimons J, Al Ali A, Osborne M, Roberts S
Entropy (Basel)
. 2020 Dec;
21(8).
PMID: 33267455
Fairness, through its many forms and definitions, has become an important issue facing the machine learning community. In this work, we consider how to incorporate group fairness constraints into kernel...
17.
Granziol D, Ru B, Zohren S, Dong X, Osborne M, Roberts S
Entropy (Basel)
. 2020 Dec;
21(6).
PMID: 33267265
Efficient approximation lies at the heart of large-scale machine learning problems. In this paper, we propose a novel, robust maximum entropy algorithm, which is capable of dealing with hundreds of...
18.
Kaufman D, McKay N, Routson C, Erb M, Davis B, Heiri O, et al.
Sci Data
. 2020 Aug;
7(1):271.
PMID: 32788594
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
19.
Kaufman D, McKay N, Routson C, Erb M, Davis B, Heiri O, et al.
Sci Data
. 2020 Jul;
7(1):246.
PMID: 32678108
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
20.
Kaufman D, McKay N, Routson C, Erb M, Davis B, Heiri O, et al.
Sci Data
. 2020 Jun;
7(1):183.
PMID: 32541861
An amendment to this paper has been published and can be accessed via a link at the top of the paper.