Deborah L McGuinness
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Explore the profile of Deborah L McGuinness including associated specialties, affiliations and a list of published articles.
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24
Citations
201
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Recent Articles
1.
Kejriwal M, Santos H, Mulvehill A, Shen K, McGuinness D, Lieberman H
Nature
. 2024 Oct;
634(8033):291-294.
PMID: 39375571
No abstract available.
2.
Kejriwal M, Santos H, Shen K, Mulvehill A, McGuinness D
Sci Rep
. 2024 Apr;
14(1):8609.
PMID: 38615039
With the advent of large language models, evaluating and benchmarking these systems on important AI problems has taken on newfound importance. Such benchmarking typically involves comparing the predictions of a...
3.
Qi M, Santos H, Pinheiro P, McGuinness D, Bennett K
PLoS One
. 2023 Nov;
18(11):e0290692.
PMID: 37972008
Disparities in healthcare access and utilization associated with demographic and socioeconomic status hinder advancement of health equity. Thus, we designed a novel equity-focused approach to quantify variations of healthcare access/utilization...
4.
Santos H, Mulvehill A, Shen K, Kejriwal M, McGuinness D
Data Brief
. 2023 Oct;
51:109666.
PMID: 37876745
Machine Common Sense Reasoning is the subfield of Artificial Intelligence that aims to enable machines to behave or make decisions similarly to humans in everyday and ordinary situations. To measure...
5.
Seneviratne O, Das A, Chari S, Agu N, Rashid S, McCusker J, et al.
J Biomed Semantics
. 2023 Jul;
14(1):8.
PMID: 37464259
Background: Clinical decision support systems have been widely deployed to guide healthcare decisions on patient diagnosis, treatment choices, and patient management through evidence-based recommendations. These recommendations are typically derived from...
6.
McCusker J, Dumontier M, Yan R, He S, Dordick J, McGuinness D
PeerJ Comput Sci
. 2023 May;
3:e106.
PMID: 37133296
Metastatic cutaneous melanoma is an aggressive skin cancer with some progression-slowing treatments but no known cure. The omics data explosion has created many possible drug candidates; however, filtering criteria remain...
7.
Chari S, Acharya P, Gruen D, Zhang O, Eyigoz E, Ghalwash M, et al.
Artif Intell Med
. 2023 Mar;
137:102498.
PMID: 36868690
Medical experts may use Artificial Intelligence (AI) systems with greater trust if these are supported by 'contextual explanations' that let the practitioner connect system inferences to their context of use....
8.
Bychkovsky B, Agaoglu N, Horton C, Zhou J, Yussuf A, Hemyari P, et al.
JAMA Oncol
. 2022 Sep;
8(11):1598-1606.
PMID: 36136322
Importance: Germline CHEK2 pathogenic variants (PVs) are frequently detected by multigene cancer panel testing (MGPT), but our understanding of PVs beyond c.1100del has been limited. Objective: To compare cancer phenotypes...
9.
Brinson L, Deagen M, Chen W, McCusker J, McGuinness D, Schadler L, et al.
ACS Macro Lett
. 2022 Jun;
9(8):1086-1094.
PMID: 35653211
With the advent of the materials genome initiative (MGI) in the United States and a similar focus on materials data around the world, a number of materials data resources and...
10.
Deagen M, McCusker J, Fateye T, Stouffer S, Brinson L, McGuinness D, et al.
Sci Data
. 2022 May;
9(1):239.
PMID: 35624233
Graph databases capture richly linked domain knowledge by integrating heterogeneous data and metadata into a unified representation. Here, we present the use of bespoke, interactive data graphics (bar charts, scatter...