628 citations
- KTH Royal Institute of TechnologySE34 papers
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- Centre National de la Recherche ScientifiqueFR10 papers
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12 papers · 1 filter
AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks
Gustav Mårtensson, Daniel Ferreira, Lena Cavallin +4
Quantifying the degree of atrophy is done clinically by neuroradiologists following established visual rating scales. For these assessments to be reliable the rater requires substa…
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning
Rise Ooi, Chao-Han Huck Yang, Pin-Yu Chen +5
Networks are fundamental building blocks for representing data, and computations. Remarkable progress in learning in structurally defined (shallow or deep) networks has recently be…
On mean decomposition for summarizing conditional distributions
Celia García-Pareja, Matteo Bottai
We propose a summary measure defined as the expected value of a random variable over disjoint subsets of its support that are specified by a given grid of proportions, and consider…
Mean survival by ordered fractions of population with censored data
Celia García-Pareja, Matteo Bottai
We propose a novel approach for estimating mean survival time in the presence of censored data, in which we divide the population under study into survival-ordered fractions define…
Impact of model misspecification in shared frailty survival models
Alessandro Gasparini, Mark S. Clements, Keith R. Abrams +1
Survival models incorporating random effects to account for unmeasured heterogeneity are being increasingly used in biostatistical and applied research. Specifically, unmeasured co…
A stochastic cascade model for Auger-electron emitting radionuclides
Boon Q Lee, Hooshang Nikjoo, Jörgen Ekman +3
To benchmark a Monte Carlo model of the Auger cascade that has been developed at the Australian National University (ANU) against the literature data. The model is applicable to an…