Stefano Pedemonte

20 papers Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2022 J jnl
A deep learning algorithm for reducing false positives in screening mammography.
CoRR
Stefano Pedemonte, Trevor Tsue, Brent Mombourquette, Yen Nhi Truong Vu, Thomas Paul Matthews, Rodrigo Morales Hoil, Meet Shah, Nikita Ghare, Naomi Zingman-Daniels, Susan Holley, Catherine M. Appleton, Jason Su, Richard L. Wahl
2020 J jnl
A Hypersensitive Breast Cancer Detector.
CoRR
Stefano Pedemonte, Brent Mombourquette, Alexis Goh, Trevor Tsue, Aaron Long, Sadanand Singh, Thomas Paul Matthews, Meet Shah, Jason Su
2020 — conf
A hypersensitive breast cancer detector (Conference Presentation).
Computer-Aided Diagnosis
Stefano Pedemonte
2020 J jnl
A multi-site study of a breast density deep learning model for full-field digital mammography and digital breast tomosynthesis exams.
CoRR
Thomas Paul Matthews, Sadanand Singh, Brent Mombourquette, Jason Su, Meet P. Shah, Stefano Pedemonte, Aaron Long, David Maffit, Jenny Gurney, Rodrigo Morales Hoil, Nikita Ghare, Douglas Smith, Stephen M. Moore, Susan C. Marks, Richard L. Wahl
2020 — conf
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis.
Computer-Aided Diagnosis
Sadanand Singh, Thomas Paul Matthews, Meet Shah, Brent Mombourquette, Trevor Tsue, Aaron Long, Ranya Almohsen, Stefano Pedemonte, Jason Su
2020 J jnl
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis.
CoRR
Sadanand Singh, Thomas Paul Matthews, Meet Shah, Brent Mombourquette, Trevor Tsue, Aaron Long, Ranya Almohsen, Stefano Pedemonte, Jason Su
2020 J jnl
Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction.
IEEE Trans. Medical Imaging
Michele Scipioni, Stefano Pedemonte, Maria Filomena Santarelli, Luigi Landini
2018 — conf
Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning.
MLHC
Jen-Tang Lu, Stefano Pedemonte, Bernardo Bizzo, Sean Doyle, Katherine P. Andriole, Mark H. Michalski, R. Gilberto González, Stuart R. Pomerantz
2018 J jnl
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning.
CoRR
Jen-Tang Lu, Stefano Pedemonte, Bernardo Bizzo, Sean Doyle, Katherine P. Andriole, Mark H. Michalski, R. Gilberto González, Stuart R. Pomerantz
2018 — conf
Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine Learning.
MICCAI (3)
Stefano Pedemonte, Bernardo Bizzo, Stuart R. Pomerantz, Neil A. Tenenholtz, Bradley Wright, Mark Walters, Sean Doyle, Adam McCarthy, Renata Rocha De Almeida, Katherine P. Andriole, Mark Michalski, R. Gilberto González
2018 J jnl
Kinetic Compressive Sensing.
CoRR
Michele Scipioni, Maria Filomena Santarelli, Luigi Landini, Ciprian Catana, Douglas N. Greve, Julie C. Price, Stefano Pedemonte
2015 — conf
Bayesian Tomographic Reconstruction Using Riemannian MCMC.
MICCAI (2)
Stefano Pedemonte, Ciprian Catana, Koen Van Leemput
2014 — conf
An Inference Language for Imaging.
BAMBI
Stefano Pedemonte, Ciprian Catana, Koen Van Leemput
2014 J jnl
Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies.
IEEE Trans. Medical Imaging
Ninon Burgos, Manuel Jorge Cardoso, Kris Thielemans, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, Rebekah Ahmed, Colin J. Mahoney, Jonathan M. Schott, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
2014 J jnl
Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix.
IEEE Trans. Medical Imaging
Niccolo Fuin, Stefano Pedemonte, Simon R. Arridge, Sébastien Ourselin, Brian F. Hutton
2013 — conf
Attenuation Correction Synthesis for Hybrid PET-MR Scanners.
MICCAI (1)
Ninon Burgos, Manuel Jorge Cardoso, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
2012 — conf
Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET.
MICCAI (1)
Stefano Pedemonte, Manuel Jorge Cardoso, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
2011 — conf
4-D Generative Model for PET/MRI Reconstruction.
MICCAI (1)
Stefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin
2011 — conf
Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction.
ISBI
Daniil Kazantsev, Alexandre Bousse, Stefano Pedemonte, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin
2011 — conf
Probabilistic Graphical Model of SPECT/MRI.
MLMI
Stefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin