Ricardo Jose Geronazzo

Dr. Ricardo Jose Geronazzo

Fundación Centro de Diagnóstico Nuclear, Buenos Aires, Argentina
orcid

Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 September 2011 in Clinical Nuclear Medicine
Verified
Journal Article
Closed access
BSBernard Songy
Bernard Songy
DLDavid Lussato
David Lussato
MGMohamed Guernou
Mohamed Guernou
MQMathieu Queneau
Mathieu Queneau
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo
Cadmium zinc telluride (CZT) solid-state detectors have been recently introduced in myocardial perfusion imaging. However, they had not been yet validated with thallium-201. This study compares the clinical performances of the CZT ultrafast camera GE DNM 530c with a conventional SPECT camera (CC) using thallium-201. We prospectively studied with thallium-201 a total of 153 consecutive patients referred for myocardial perfusion imaging at exercise (3-4 mCi) then redistribution (with 1 mCi reinjection). Sequential acquisitions were performed first with a conventional dual-head tomographic Anger camera (CC) in 10 to 15 minutes and then with a CZT camera (CZT) in 5 minutes, in prone position. In all, 9 patients were excluded: 1 for mispositioning, 3 for camera failure, 3 for delayed acquisition after exercise, 1 for nonacceptance of redistribution, 1 for motion. Acquisition was more comfortable with CZT for all patients. Global counts rate was higher with CZT than with CC (3.6±0.57 KCts/s vs. 1.14±0.16). CZT has a 5-fold increased myocardial counts rate compared with CC (448±69 Kcts in 5 minutes vs. 209±40 Kcts in 12.5±1.8 minutes). Quality of CZT images was considered as better in 40%, equal in 56%, and worse in 4% of cases; we found less artifacts with CZT; diagnostic conclusions were the same in 140 of 144 cases (97%); discordances were 2 artifacts with CC and 2 small ischemia (less than 2 segments) missed by CZT. This new dedicated cardiac CZT camera allows with thallium-201 five minutes acquisitions with an increased image quality and a reliable diagnosis quality.

2 May 2012 in Nuclear Medicine Communications
Verified
Journal Article
Closed access
BSBernard Songy
Bernard Songy
MGMohamed Guernou
Mohamed Guernou
DLDavid Lussato
David Lussato
MQMathieu Queneau
Mathieu Queneau
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo
Thallium-201 is efficient for myocardial perfusion imaging, but leads to relatively high radiation exposure in patients. The purpose of this study was to compare the efficiency of low-dose thallium-201 imaging with cadmium-zinc-telluride (CZT) cameras with regular-dose thallium-201 imaging with conventional cameras. We prospectively studied 137 consecutive patients referred for stress myocardial perfusion imaging who had previously had a myocardial single-photon emission computed tomography with thallium-201. We injected at stress a low dose of thallium-201 (1.1 MBq/kg, 28 µCi/kg), performed a 5-7 min scan with a CZT camera (GE DNM 530c), and assessed redistribution imaging when the initial images were abnormal. We compared the CZT scan with the conventional dual-head tomographic camera scan taken previously with a regular dose of thallium-201. The average delay between both scans was 22 months. The stress dose was 88 ± 16 (2.38 ± 0.43 mCi) versus 125 ± 13 MBq (3.38 ± 0.34 mCi; a 30% reduction). The time for camera acquisition was 6 versus 13 min (a 54% reduction). The myocardial counts were increased two-fold with CZT (mean: 446 Kcounts). The quality of CZT images was better in 69% of the cases. There were 59 artifacts with conventional cameras and 29 artifacts with CZT (P<0.01). The diagnostic agreement was calculated in patients without clinical or angiographic changes between both scans (115 patients) and was high (97%). The effective dose at stress was less than 12 mSv. High myocardial counting allowed for further decrease in the injected activity, leading to an effective dose as low as 8 mSv. With reduced activities of thallium-201 and low effective doses, the CZT camera provides reliable, high-quality imaging.

29 June 2023 in Diagnostics
Verified
Journal Article
Open access
PDF file
MCMariana Andrea Prieto Canalejo
Mariana Andrea Prieto Canalejo
APAley Palau San Pedro
Aley Palau San Pedro
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo
DMDaniel Minsky
Daniel Minsky
Luis Eduardo Juarez-OrozcoLuis Eduardo Juarez-Orozco
Luis Eduardo Juarez-Orozco
Mauro NamíasMauro Namías
Mauro Namías
(1) Background: The CT-based attenuation correction of SPECT images is essential for obtaining accurate quantitative images in cardiovascular imaging. However, there are still many SPECT cameras without associated CT scanners throughout the world, especially in developing countries. Performing additional CT scans implies troublesome planning logistics and larger radiation doses for patients, making it a suboptimal solution. Deep learning (DL) offers a revolutionary way to generate complementary images for individual patients at a large scale. Hence, we aimed to generate linear attenuation coefficient maps from SPECT emission images reconstructed without attenuation correction using deep learning. (2) Methods: A total of 384 SPECT myocardial perfusion studies that used 99mTc-sestamibi were included. A DL model based on a 2D U-Net architecture was trained using information from 312 patients. The quality of the generated synthetic attenuation correction maps (ACMs) and reconstructed emission values were evaluated using three metrics and compared to standard-of-care data using Bland–Altman plots. Finally, a quantitative evaluation of myocardial uptake was performed, followed by a semi-quantitative evaluation of myocardial perfusion. (3) Results: In a test set of 66 test patients, the ACM quality metrics were MSSIM = 0.97 ± 0.001 and NMAE = 3.08 ± 1.26 (%), and the reconstructed emission quality metrics were MSSIM = 0.99 ± 0.003 and NMAE = 0.23 ± 0.13 (%). The 95% limits of agreement (LoAs) at the voxel level for reconstructed SPECT images were: [−9.04; 9.00]%, and for the segment level, they were [−11; 10]%. The 95% LoAs for the Summed Stress Score values between the images reconstructed were [−2.8, 3.0]. When global perfusion scores were assessed, only 2 out of 66 patients showed changes in perfusion categories. (4) Conclusion: Deep learning can generate accurate attenuation correction maps from non-attenuation-corrected cardiac SPECT images. These high-quality attenuation maps are suitable for attenuation correction in myocardial perfusion SPECT imaging and could obviate the need for additional imaging in standalone SPECT scanners.

7 April 2025 in European Journal of Clinical Investigation
Verified
Journal Article
Closed access
EVEzequiel Vijande
Ezequiel Vijande
RCRoxana Campisi
Roxana Campisi
Luis Eduardo Juarez-OrozcoLuis Eduardo Juarez-Orozco
Luis Eduardo Juarez-Orozco
RARoberto Agüero
Roberto Agüero
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo
Mauro NamíasMauro Namías
Mauro Namías

1 August 2015 in Revista Argentina de Cardiologia
Verified
Journal Article
Open access
PDF file
GDGabriel F. Dionisio
Gabriel F. Dionisio
GGGastón Gómez
Gastón Gómez
SMStella Maris Macín
Stella Maris Macín
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo
RKRubén Kevorkian
Rubén Kevorkian
CHClaudio Higa
Claudio Higa

10 October 2026 in Journal of Nuclear Cardiology
Verified
Journal Article
Closed access
Mauro NamíasMauro Namías
Mauro Namías
APAley Palau San Pedro
Aley Palau San Pedro
LPLaura Tatiana Pelegrina
Laura Tatiana Pelegrina
LBLaura Calderón Brenner
Laura Calderón Brenner
RARoberto Agüero
Roberto Agüero
Ricardo Jose GeronazzoRicardo Jose Geronazzo
Ricardo Jose Geronazzo