Stefano Pedemonte

According to our database1, Stefano Pedemonte authored at least 18 papers between 2011 and 2022.

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Timeline

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Bibliography

2022
A deep learning algorithm for reducing false positives in screening mammography.
CoRR, 2022

2020
Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction.
IEEE Trans. Medical Imaging, 2020

A multi-site study of a breast density deep learning model for full-field digital mammography and digital breast tomosynthesis exams.
CoRR, 2020

A Hypersensitive Breast Cancer Detector.
CoRR, 2020

Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis.
CoRR, 2020

2018
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning.
CoRR, 2018

Kinetic Compressive Sensing.
CoRR, 2018

Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2015
Bayesian Tomographic Reconstruction Using Riemannian MCMC.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix.
IEEE Trans. Medical Imaging, 2014

Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies.
IEEE Trans. Medical Imaging, 2014

An Inference Language for Imaging.
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014

2013
Attenuation Correction Synthesis for Hybrid PET-MR Scanners.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Probabilistic Graphical Model of SPECT/MRI.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

4-D Generative Model for PET/MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011


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