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Luca Caucci
Assistant Research Professor, Optical Sciences | Assistant Professor, Research Scholar Track
James C Wyant Coll Optical Sci
Full Page
Overview
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﹒1 Publication﹒6 Proposals
Collaboration Details
Lars Furenlid
Mutual work: 6 Proposals﹒1 Grant﹒10 Publications
Collaboration Details
Jeffrey Rodriguez
Mutual work: 1 Publication
Collaboration Details
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Grants
(1)
Emission Computed Tomography and Parallel Computing
2017
·
$989.4K / $2.5M
·
External
Principal Investigator (PI)
medical imaging,
parallel computing,
emission tomography,
computer science,
data processing
Publications
(41)
Recent
Stochastic models for objects and images in oncology and virology: application to PI3K-Akt-mTOR signaling and COVID-19 disease.
2021
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
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
CNN performance dependence on linear image processing
2020
image processing,
cnn performance,
linear processing,
computer vision,
machine learning
Quantifying task performance with photon-processing detectors
2020
photon-processing detectors,
task performance measurement,
quantification methods,
photon detection technology,
sensor performance evaluation
Comparing training variability of CNN and optimal linear data reduction on image textures
2020
deep learning,
image analysis,
data reduction,
image processing,
machine learning
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
System Calibration for FastSPECT III: An Ultra-High Resolution CCD-Based Pinhole SPECT System
2017
imaging,
medical,
calibration,
spect,
resolution
Preliminary Investigation to Improve Point Spread Function Modeling for a Multi-Pinhole SPECT Camera
2017
medical imaging,
nuclear medicine,
point spread function,
spect camera
