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Luca Caucci
Assistant Research Professor, Optical Sciences | Assistant Professor, Research Scholar Track
James C Wyant Coll Optical Sci
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Research
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Collaboration
(8)
Russell Witte
Mutual work: 1 Proposal
Collaboration Details
Wei Wang
Mutual work: 1 Proposal
Collaboration Details
Matthew Kupinski
Mutual work: 1 Grant﹒6 Proposals﹒1 Publication
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Lars Furenlid
Mutual work: 1 Grant﹒6 Proposals﹒10 Publications
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Jeffrey Rodriguez
Mutual work: 1 Publication
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Grants
(1)
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Publications
(41)
Recent
Stochastic models for objects and images in oncology and virology: application to PI3K-Akt-mTOR signaling and COVID-19 disease.
2021
CNN performance dependence on linear image processing
2020
image processing,
cnn performance,
linear processing,
computer vision,
machine learning
Abstract 1656: Quantifying task performance with photon-processing detectors
2020
task performance,
photon processing
Limitations of CNNs for Approximating the Ideal Observer Despite Quantity of Training Data or Depth of Network
2020
convolutional neural networks,
image recognition,
deep learning,
optimal observer theory,
neural network limitations
Comparing training variability of CNN and optimal linear data reduction on image textures
2020
deep learning,
image analysis,
data reduction,
image processing,
machine learning
Stochastic models for objects and images in oncology and virology: Application to PI3K-Akt-mTOR signaling and COVID-19 disease
2020
stochastic models,
oncology,
virology,
pi3k-akt-mtor signaling,
covid-19 disease
Towards continuous-to-continuous 3D imaging in the real world
2019
3d imaging,
computer vision,
imaging technology,
machine learning,
real-world applications
A Real Time Adaptive Strategy for Gamma- Ray Imaging Systems
2019
imaging,
gamma-ray,
real-time,
adaptive strategy,
systems
Particle-processing detectors for charged-particle emission tomography
2017
particle detectors,
charged particles,
emission tomography,
particle processing,
detectors
Null functions in three-dimensional imaging of alpha and beta particles
2017
particle detection,
imaging techniques,
radiation imaging,
particle tracking,
nuclear imaging
