Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Liudmila Verdes is active.

Publication


Featured researches published by Liudmila Verdes.


The Journal of Nuclear Medicine | 2007

Quantitative (82)Rb PET/CT: development and validation of myocardial perfusion database.

Cesar A. Santana; Russell D. Folks; Ernest V. Garcia; Liudmila Verdes; Rupan Sanyal; Jon Hainer; Marcelo F. Di Carli; Fabio Esteves

The use of myocardial perfusion 82Rb PET/CT studies continues to increase but its accuracy using database quantification methods for the diagnosis of coronary artery disease (CAD) has not been established. Methods: A sex-independent normal database and criteria for abnormality for rest–stress 82Rb PET/CT myocardial perfusion imaging were developed and validated by evaluation of 281 patients (136 females: mean age ± SD, 63.3 ± 13.3 y; 145 males: mean age ± SD, 63.9 ± 12.8 y) who underwent a rest–adenosine stress 82Rb PET/CT study. These patients were divided into 3 groups: (a) healthy group: 30 patients, with <5% likelihood of CAD (low likelihood [LLK]) based on sequential Bayesian analysis; these patients were used to generate the normal distribution; (b) pilot group: 174 patients; these patients were used to determine the optimal criteria for detecting and localizing the perfusion abnormality; and (c) validation group: 76 patients (23 with LLK of CAD and 53 who underwent coronary angiography; these patients were used for prospective validation. Results: Of the 53 patients who underwent coronary angiography, 8 had <50% stenosis and 45 patients had at least one stenosis ≥50% in one major artery. Fifteen patients had single-vessel disease, 17 had double-vessel disease, and 13 had triple-vessel disease. The prospective validation shows a normalcy rate of 78% (18/23) for global CAD. The analyses by individual arteries show a normalcy rate of 96% (22/23) for the left anterior descending coronary artery, 96% for the left circumflex coronary artery (22/23), and 100% for the right coronary artery (23/23). The overall sensitivity for detection of CAD (≥50% stenosis) was 93% (42/45). The overall specificity for detection of the absence of CAD (≤50% stenosis) was 75% (6/8). Also, the positive predictive value for global CAD was 95% (42/44), the negative predictive value was 67% (6/9), and the accuracy was 91% (48/53). Conclusion: The quantitative 82Rb PET/CT database created and validated in this study is highly accurate for the detection and localization of CAD. Physicians should consider using the quantitative output of these algorithms as decision support tools to aid with image interpretation.


Journal of Nuclear Cardiology | 2012

Quantitative I-123 mIBG SPECT in differentiating abnormal and normal mIBG myocardial uptake

Ji Chen; Russell D. Folks; Liudmila Verdes; Daya Manatunga; Arnold F. Jacobson; Ernest V. Garcia

BackgroundThe purpose of this study was to evaluate global quantitation of cardiac uptake on I-123 mIBG SPECT.MethodsThe study included a pilot group of 67 subjects and a validation group of 1,051 subjects. SPECT images were reconstructed by filtered backprojection, ordered subsets expectation maximization, and deconvolution of septal penetration, respectively. SPECT heart-to-mediastinum ratio (H/M) was calculated by comparing the mean counts between heart and mediastinum volumes of interest drawn on transaxial images. Receiver operating characteristic (ROC) analysis was used to assess the capability of each SPECT method to differentiate the heart disease subjects from controls in comparison with that of the planar H/M.ResultsIn the validation group, the areas under the ROC curves were not significantly different between the SPECT and planar H/M. Order subsets expectation maximization had significantly larger area under the ROC curve than the other two SPECT methods.ConclusionH/M obtained from I-123 mIBG SPECT was equivalent to the planar H/M for differentiating between subjects with normal and abnormal mIBG uptake. Global quantification of cardiac I-123 mIBG SPECT may represent a viable alternative to the planar H/M.


Journal of Nuclear Cardiology | 2011

Left-ventricular systolic and diastolic dyssynchrony as assessed by multi-harmonic phase analysis of gated SPECT myocardial perfusion imaging in patients with end-stage renal disease and normal LVEF

Ji Chen; Andreas P. Kalogeropoulos; Liudmila Verdes; Javed Butler; Ernest V. Garcia

BackgroundThe purpose of this study was to develop a multi-harmonic phase analysis method to measure diastolic dyssynchrony from conventional gated SPECT myocardial perfusion imaging (MPI) data and to compare it with systolic dyssynchrony in normal subjects and in patients with end-stage renal disease (ESRD) and normal left-ventricular ejection fraction (LVEF).Methods121 consecutive patients with ESRD and normal LVEF and 30 consecutive normal controls were enrolled. Diastolic dyssynchrony parameters were calculated using 3-harmonic phase analysis. Systolic dyssynchrony parameters were calculated using the established 1-harmonic phase analysis.ResultsThe systolic and diastolic dyssynchrony parameters were correlated, but significantly different in both control and ESRD groups, indicating they were physiologically related but measured different LV mechanisms. The systolic and diastolic dyssynchrony parameters were each significantly different between the control and the ESRD groups. Significant systolic and diastolic dyssynchrony were found in 47% and 65% of the entire ESRD group.ConclusionMulti-harmonic phase analysis has been developed to assess diastolic dyssynchrony, which measured a new LV mechanism of regional function from gated SPECT MPI and showed a significantly higher prevalence rate than systolic dyssynchrony in patients with ESRD and normal LVEF.


Nuclear Medicine Communications | 2008

Adenosine stress rubidium-82 PET/computed tomography in patients with known and suspected coronary artery disease.

Fabio Esteves; Rupan Sanyal; Jonathon A. Nye; Cesar A. Santana; Liudmila Verdes; Paolo Raggi

BackgroundIntegrated positron emission tomography/computed tomography (PET/CT) is increasingly being utilized for myocardial perfusion imaging (MPI). However, there is a potential for increased imaging artifact compared with standard PET due to the different temporal resolution of PET and CT. We reviewed the diagnostic accuracy of adenosine stress 82Rb myocardial perfusion PET/CT to detect obstructive coronary artery disease (CAD) on invasive angiography at our institution. Methods and resultsSeventy-five patients were included, 23 (13 men, mean age 55.8±11.8 years) with low likelihood of CAD and 52 (28 men, mean age 67.1±11.4 years) with intermediate to high pretest probability of disease. Coronary angiography was performed only in the latter 52 patients on average within 17 days of the MPI study. The test characteristics of PET/CT MPI were assessed using a threshold of ≥50 and ≥70% stenosis in one or more major coronary artery on invasive angiography. Dedicated software was used for registration, processing, and interpretation. Consensus interpretation of the tomographic PET slices using a 4-point scale (1=definitely normal, 2=probably normal, 3=probably abnormal, 4=definitely abnormal) was done by two readers blinded to clinical information. ResultsAll MPI studies in the 23 low likelihood patients were normal. In the remaining 52 patients using a stenosis severity ≥50%, global sensitivity and specificity, negative and positive predictive value for detection of CAD were 86, 100, 57, and 100%. Using a stenosis severity ≥70%, these values changed to 90, 83, 71, and 87%. ConclusionAdenosine stress 82Rb MPI using PET/CT with manual registration demonstrates diagnostic accuracy comparable with that of traditional PET MPI.


Nuclear Medicine Communications | 2007

Normal values and prospective validation of transient ischaemic dilation index in 82Rb PET myocardial perfusion imaging.

H. Shi; Cesar A. Santana; Abel Rivero; Rupan Sanyal; Fabio Esteves; Liudmila Verdes; Mario Ornelas; Russell D. Folks; Stamatios Lerakis; Raghuveer Halkar; Ernest V. Garcia

BackgroundThe use of 82Rb positron emission tomography (PET) for the diagnosis of coronary artery disease (CAD) has increased in recent years but the role of some of the traditional parameters used in SPECT for the diagnosis of CAD, such as transient ischaemic dilation index (TID) of the left ventricle, have not been validated in PET studies. Methods and resultsWe studied 95 patients who had undergone rest/pharmacological stress 82Rb PET scans. Thirty of these patients (18 female and 12 male) who had less than 5% likelihood of CAD (LLK) based on sequential Bayesian analysis, were used to determine the normal limits of TID index in this protocol. The remaining 65 patients (33 female and 32 male) underwent coronary angiography within 15 days of the cardiac PET scan. This second group of patients was used to validate the TID normal limits determined in the first group. In LLK patients mean TID index was 1.01±0.07 and there were no significant differences between genders. The TID index upper normal limit was 1.15 and was calculated as mean+2 SD. Using this cut-off point, TID index had high specificity and PPV in the diagnosis of single vessel CAD (100% and 100% respectively) and multiple vessel CAD (93% and 85%, respectively). ConclusionOur results indicate that elevated TID index is a specific, although not sensitive marker of single and multiple vessel CAD in pharmacologically stressed 82Rb PET myocardial perfusion studies.


Nuclear Medicine Communications | 2008

Prognostic performance of quantitative PET tools for stratification of patients with ischemic cardiomyopathy undergoing myocardial viability assessment.

Cesar A. Santana; Tracy L. Faber; Marina Soler-Peter; Rupan Sanyal; Fabio Esteves; Mario Ornelas; Russell D. Folks; Liudmila Verdes; Leonela F. Santana; Jaume Candell-Riera; Ernest V. Garcia

ObjectivesThis study was performed to determine the prognostic performance of quantitative PET tools in the stratification of patients with ischemic cardiomyopathy undergoing myocardial viability assessment. MethodsWe applied four different quantitative tools to 104 consecutive patients with coronary artery disease and previous myocardial infarction who had undergone rest 82Rb/gated 18F-fluorodeoxyglucose (FDG) PET, to assess myocardial viability for potential revascularization. One of these tools was based on the FDG study alone and the other three tools assessed the extent of match/mismatch defects using FDG in comparison with a perfusion reference database. The four quantitative tools used in this research to define viability were (i) FDG alone, which calculates the percentage of left ventricular myocardium (LVM) that is above the 50% of the maximum LVM FDG counts, (ii) low flow match/mismatch, which determines the area with a 5% increase in normalized FDG counts in relation to defined resting perfusion defects as compared with a reference database, (iii) all regions match/mismatch, which computes the area with a 10% increase in normalized FDG counts in relation to the left ventricle resting perfusion distribution, and (iv) percentage max FDG match/mismatch, which defines the area with FDG uptake greater than 60% of the maximum LVM FDG counts within defined perfusion defects as determined by the reference database. The primary endpoint for this analysis was cardiac death. ResultsDuring the follow-up period (22±14 months), 19 patients (18%) died; in 17 of these the cause of death was cardiac. Using univariate analysis, none of the methods were predictive of cardiac death. Receiver operating characteristic analysis defined the optimal thresholds for the extent of myocardial viability for the four tools in the prediction of cardiac death: FDG alone=20%, low flow match/mismatch=15%, all regions match/mismatch=35%, and percentage max FDG match/mismatch=20%. A censored survival analysis using a Kaplan–Meier method showed a statistically significant difference between patients with cardiac death and those with no cardiac death using only the low flow match/mismatch (hazard ratio=0.29, P=0.01) and percentage max FDG match/mismatch criteria (hazard ratio=0.23, P=0.005) tools. ConclusionThe low flow match/mismatch and percentage max FDG match/mismatch quantitative PET tools are useful for prognostic stratification of patients with ischemic cardiomyopathy undergoing myocardial viability assessment.


Journal of Nuclear Medicine Technology | 2012

Development of a Relational Database to Capture and Merge Clinical History with the Quantitative Results of Radionuclide Renography

Russell D. Folks; Bital Savir-Baruch; Ernest V. Garcia; Liudmila Verdes; Andrew Taylor

Our objective was to design and implement a clinical history database capable of linking to our database of quantitative results from 99mTc-mercaptoacetyltriglycine (MAG3) renal scans and export a data summary for physicians or our software decision support system. Methods: For database development, we used a commercial program. Additional software was developed in Interactive Data Language. MAG3 studies were processed using an in-house enhancement of a commercial program. The relational database has 3 parts: a list of all renal scans (the RENAL database), a set of patients with quantitative processing results (the Q2 database), and a subset of patients from Q2 containing clinical data manually transcribed from the hospital information system (the CLINICAL database). To test interobserver variability, a second physician transcriber reviewed 50 randomly selected patients in the hospital information system and tabulated 2 clinical data items: hydronephrosis and presence of a current stent. The CLINICAL database was developed in stages and contains 342 fields comprising demographic information, clinical history, and findings from up to 11 radiologic procedures. A scripted algorithm is used to reliably match records present in both Q2 and CLINICAL. An Interactive Data Language program then combines data from the 2 databases into an XML (extensible markup language) file for use by the decision support system. A text file is constructed and saved for review by physicians. Results: RENAL contains 2,222 records, Q2 contains 456 records, and CLINICAL contains 152 records. The interobserver variability testing found a 95% match between the 2 observers for presence or absence of ureteral stent (κ = 0.52), a 75% match for hydronephrosis based on narrative summaries of hospitalizations and clinical visits (κ = 0.41), and a 92% match for hydronephrosis based on the imaging report (κ = 0.84). Conclusion: We have developed a relational database system to integrate the quantitative results of MAG3 image processing with clinical records obtained from the hospital information system. We also have developed a methodology for formatting clinical history for review by physicians and export to a decision support system. We identified several pitfalls, including the fact that important textual information extracted from the hospital information system by knowledgeable transcribers can show substantial interobserver variation, particularly when record retrieval is based on the narrative clinical records.


Journal of Nuclear Cardiology | 2009

Diagnostic performance of fusion of myocardial perfusion imaging (MPI) and computed tomography coronary angiography

C.A. Santana; Ernest V. Garcia; Tracy L. Faber; Gopi Sirineni; Fabio Esteves; Rupan Sanyal; Raghuveer Halkar; Mario Ornelas; Liudmila Verdes; Stamatios Lerakis; Julie J. Ramos; Santiago Aguadé-Bruix; Hugo Cuéllar; Jaume Candell-Riera; Paolo Raggi


Journal of Nuclear Cardiology | 2014

Diagnostic performance of low-dose rest/stress Tc-99m tetrofosmin myocardial perfusion SPECT using the 530c CZT camera: Quantitative vs visual analysis

Fabio Esteves; James R. Galt; Russell D. Folks; Liudmila Verdes; Ernest V. Garcia


Journal of Nuclear Cardiology | 2006

Attenuation correction reveals gender-related differences in the normal values of transient ischemic dilation index in rest-exercise stress sestamibi myocardial perfusion imaging

Abel Rivero; C.A. Santana; Russell D. Folks; Fabio Esteves; Liudmila Verdes; Shorena Esiashvili; Gabriel B. Grossman; Raghuveer Halkar; Timothy M. Bateman; Ernest V. Garcia

Collaboration


Dive into the Liudmila Verdes's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Ernest Garcia

Emory University Hospital

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge