20 citations
- McMaster UniversityCA4 papers
- ImpactCA2 papers
- Mayo Clinic in ArizonaUS2 papers
- Mayo Clinic in FloridaUS2 papers
- Population Health Research InstituteCA2 papers
- William Osler Health SystemCA2 papers
- Aston UniversityGB1 paper
- Brockhouse Institute for Materials ResearchCA1 paper
- Canada–France–Hawaii TelescopeUS1 paper
- Institut d'Astrophysique de ParisFR1 paper
- Lagrange LaboratoryFR1 paper
- Massachusetts Institute of TechnologyUS1 paper
6 papers
Leveraging Normalizing Flows for Orbital-Free Density Functional Theory
Alexandre de Camargo, Ricky T. Q. Chen, Rodrigo A. Vargas-Hernández
Orbital-free density functional theory (OF-DFT) for real-space systems has historically depended on Lagrange optimization techniques, primarily due to the inability of previously p…
Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review
Ricardo Gonzalez, Peyman Nejat, Ashirbani Saha +3
Numerous machine learning (ML) models have been developed for breast cancer using various types of data. Successful external validation (EV) of ML models is important evidence of t…
Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities
Ricardo Gonzalez, Ashirbani Saha, Clinton J. V. Campbell +3
This paper discusses some overlooked challenges faced when working with machine learning models for histopathology and presents a novel opportunity to support "Learning Health Syst…
Astronomical Image Quality Prediction based on Environmental and Telescope Operating Conditions
Sankalp Gilda, Yuan-Sen Ting, Kanoa Withington +6
Intelligent scheduling of the sequence of scientific exposures taken at ground-based astronomical observatories is massively challenging. Observing time is over-subscribed and atmo…
Investigating Voice as a Biomarker for leucine-rich repeat kinase 2-Associated Parkinson's Disease
S. Arora, N. P. Visanji, T. A. Mestre +11
We investigate the potential association between leucine-rich repeat kinase 2 (LRRK2) mutations and voice. Sustained phonations ('aaah' sounds) were recorded from 7 individuals wit…
On compound vortices in a two-component Ginzburg-Landau functional
Stan Alama, Lia Bronsard, Petru Mironescu
We study the structure of vortex solutions in a Ginzburg-Landau system for two complex valued order parameters. We consider the Dirichlet problem in the disk in R^2 with symmetric,…