Zobrazeno 1 - 10
of 14 431
pro vyhledávání: '"A Docherty"'
Recent regulatory proposals for artificial intelligence emphasize fairness requirements for machine learning models. However, precisely defining the appropriate measure of fairness is challenging due to philosophical, cultural and political contexts.
Externí odkaz:
http://arxiv.org/abs/2411.06624
Autor:
Wang, Tao, Codling, David, Msosa, Yamiko, Broadbent, Matthew, Kornblum, Daisy, Polling, Catherine, Searle, Thomas, Delaney-Pope, Claire, Arroyo, Barbara, MacLellan, Stuart, Keddie, Zoe, Docherty, Mary, Roberts, Angus, Stewart, Robert, Dobson, Richard, Harland, Robert
Objective: To design and implement VIEWER, a versatile toolkit for visual analytics of clinical data, and to systematically evaluate its effectiveness across various clinical applications while gathering feedback for iterative improvements. Materials
Externí odkaz:
http://arxiv.org/abs/2411.07247
In this study, we present a method for predicting the representativity of the phase fraction observed in a single image (2D or 3D) of a material. Traditional approaches often require large datasets and extensive statistical analysis to estimate the I
Externí odkaz:
http://arxiv.org/abs/2410.19568
The features of self-supervised vision transformers (ViTs) contain strong semantic and positional information relevant to downstream tasks like object localization and segmentation. Recent works combine these features with traditional methods like cl
Externí odkaz:
http://arxiv.org/abs/2410.19836
Publikováno v:
Digital Discovery, 2024,3, 1257-1272
Large Language Models (LLMs) have garnered considerable interest due to their impressive natural language capabilities, which in conjunction with various emergent properties make them versatile tools in workflows ranging from complex code generation
Externí odkaz:
http://arxiv.org/abs/2403.06949
Publikováno v:
Journal of Open Source Software, 9(98), 6159 (2024)
Segmentation is the assigning of a semantic class to every pixel in an image and is a prerequisite for various statistical analysis tasks in materials science, like phase quantification, physics simulations or morphological characterization. The wide
Externí odkaz:
http://arxiv.org/abs/2312.04197
Autor:
Tatsios, Giorgos, Chinnappan, Arun K., Kamal, Arshad, Vasileiadis, Nikolaos, Docherty, Stephanie Y., White, Craig, Gibelli, Livio, Borg, Matthew K., Kermode, James R., Lockerby, Duncan A.
A new Micro-Macro-Surrogate (MMS) hybrid method is presented that couples the Direct Simulation Monte Carlo (DSMC) method with Computational Fluid Dynamics (CFD) to simulate low-speed rarefied gas flows. The proposed MMS method incorporates surrogate
Externí odkaz:
http://arxiv.org/abs/2311.14140
Autor:
Kyle A. Sullivan, Matthew Lane, Mikaela Cashman, J. Izaak Miller, Mirko Pavicic, Angelica M. Walker, Ashley Cliff, Jonathon Romero, Xuejun Qin, Niamh Mullins, Anna Docherty, Hilary Coon, Douglas M. Ruderfer, International Suicide Genetics Consortium, VA Million Veteran Program, MVP Suicide Exemplar Workgroup, Michael R. Garvin, John P. Pestian, Allison E. Ashley-Koch, Jean C. Beckham, Benjamin McMahon, David W. Oslin, Nathan A. Kimbrel, Daniel A. Jacobson, David Kainer
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-16 (2024)
Abstract Genome-wide association studies (GWAS) identify genetic variants underlying complex traits but are limited by stringent genome-wide significance thresholds. We present GRIN (Gene set Refinement through Interacting Networks), which increases
Externí odkaz:
https://doaj.org/article/f343f4bdee8040aa88cb30c2c4276f5a
Autor:
Price, Matthew A., Mars, Matthijs, Docherty, Matthew M., Mancini, Alessio Spurio, Marignier, Augustin, McEwen, Jason. D.
Cosmic strings are linear topological defects that may have been produced during symmetry-breaking phase transitions in the very early Universe. In an expanding Universe the existence of causally separate regions prevents such symmetries from being b
Externí odkaz:
http://arxiv.org/abs/2307.04798
Publikováno v:
JPRAS Open, Vol 42, Iss , Pp 361-369 (2024)
The aim of the current study was to conduct a 12-year follow-up on the authors´ previously evaluated group of irradiated patients who underwent postmastectomy breast reconstruction with deep inferior epigastric perforator (DIEP) and latissimus dorsi
Externí odkaz:
https://doaj.org/article/ecbc3df796b4459a9282d8123ebb8aab