Adam M. Alessio

Orcid: 0000-0003-3371-8580

Affiliations:
  • Michigan State University, East Lansing, MI, USA


According to our database1, Adam M. Alessio authored at least 27 papers between 2005 and 2024.

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Bibliography

2024
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge.
CoRR, 2024

2022
Avalanche decision schemes to improve pediatric rib fracture detection.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021
Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept.
IEEE Trans. Medical Imaging, 2021

Machine learned approach for estimating myocardial blood flow from dynamic CT and coronary artery disease risk factors.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Machine learned versus analytical models for estimation of fractional flow reserve from CT-derived information.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Multi-class semantic segmentation of pediatric chest radiographs.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Deep learning methods for segmentation of lines in pediatric chest radiographs.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Hyperparameter selection for ResNet classification of malignancy from thyroid ultrasound images.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Genetic algorithm for machine learning architecture selection for breast MRI classification.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
PET/CT-guided biopsy with respiratory motion correction.
Int. J. Comput. Assist. Radiol. Surg., 2019

2018
Comparison of machine learned approaches for thyroid nodule characterization from shear wave elastography images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017
Comparison Between Pre-Log and Post-Log Statistical Models in Ultra-Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging, 2017

2016
Mixed Confidence Estimation for Iterative CT Reconstruction.
IEEE Trans. Medical Imaging, 2016

Blind Analysis of CT Image Noise Using Residual Denoised Images.
CoRR, 2016

Application of big data analytics for automated estimation of CT image quality.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Automated selection of uniform regions for CT image quality detection.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Adaptive sampling of CT data for myocardial blood flow estimation from dose-reduced dynamic CT.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Adaptive temporal smoothing of sinogram data using Karhunen-Loeve (KL) transform for myocardial blood flow estimation from dose-reduced dynamic CT.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2011
Constrain static target kinetic iterative image reconstruction for 4D cardiac CT imaging.
Proceedings of the Computational Imaging IX, 2011

2010
Application and Evaluation of a Measured Spatially Variant System Model for PET Image Reconstruction.
IEEE Trans. Medical Imaging, 2010

Impulse C vs. VHDL for Accelerating Tomographic Reconstruction.
Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010

2008
Application of a spatially variant system model for 3-D whole-body pet image reconstruction.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006
Modeling and Incorporation of System Response Functions in 3-D Whole Body PET.
IEEE Trans. Medical Imaging, 2006

Automatic arm removal in PET and CT images for deformable registration.
Comput. Medical Imaging Graph., 2006

Compensating for patient respiration in PET/CT imaging with the registered and summed phases (RASP) procedure.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Improved quantitation for PET/CT image reconstruction with system modeling and anatomical priors.
Proceedings of the Medical Imaging 2005: Image Processing, 2005


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