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Qudah B, Chewning B. Exploring the impact of a digital health tool on patients' interaction with community pharmacists: A pilot randomized controlled study. Res Social Adm Pharm 2024; 20:986-994. [PMID: 38971677 DOI: 10.1016/j.sapharm.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 06/13/2024] [Accepted: 06/28/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND The use of digital Patient- Reported Outcomes (PRO) tools has been shown to enhance the exchange of information and shared decision-making in medical encounters. However, their influence on patient-pharmacist interactions has not yet been explored. OBJECTIVES This study aimed to examine the impact of RxTalk™, a digital PRO tool, in supporting the communication between patients and pharmacists compared to usual care. METHODS Intervention: RxTalk™ was developed to collect information about medication adherence and beliefs, using a tablet computer. STUDY DESIGN A pilot randomized controlled study was conducted at a community pharmacy in Wisconsin, USA. Sixty patients were randomized to either the intervention group who used RxTalk™ during medication pick-up or the control group who did not use the tool. Patients who used RxTalk™ received paper copies of their responses which were also shared with pharmacists. The consultation was audio-recorded for both groups and coded using the Active Patient Participation Coding scale. Follow-up phone interviews were conducted with both groups within one week of enrollment. RESULTS Patient tapes were analyzed. In the unadjusted model, patients in the intervention group had a higher active participation rate (p = 0.004) and raised significantly more concerns during consultations (p < 0.001) compared to the control group. Pharmacists asked twice as many questions while counseling patients in the intervention group compared to the control group (p < 0.001). After controlling for patients' demographics and pharmacists' questions, there was a statistical difference between the two patient groups in their odds of expressing at least one concern utterance. CONCLUSION This pilot study suggests that collecting PRO from patients with chronic illnesses and providing results to pharmacists and patients can help patients express their health and medication concerns. RxTalk™ would be useful for pharmacists who wish to improve the recognition and management of medication-related problems.
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Affiliation(s)
- Bonyan Qudah
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, 1685 Highland Ave, Madison, WI, 53705, USA.
| | - Betty Chewning
- Department of Social and Administrative Sciences, School of Pharmacy, University of Wisconsin, 777 Highland Ave., Madison, WI, 53705, USA
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Patel A, Sheinson D, Wong WB. Patient liability, treatment adherence, and treatment persistence associated with state bans of copay accumulator adjustment programs. J Manag Care Spec Pharm 2024; 30:909-916. [PMID: 39213141 PMCID: PMC11365816 DOI: 10.18553/jmcp.2024.30.9.909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
BACKGROUND Health insurers have increased the use of copay accumulator adjustment programs (CAAPs) to control costs; however, some states within the United States have banned the use of CAAPs to protect patients from rising out-of-pocket expenses. OBJECTIVE To assess the impact of state CAAP bans on patient liability, treatment adherence, and treatment persistence. METHODS This was a retrospective cohort study using administrative claims recorded in the IQVIA PharMetrics Plus database. Data were extracted for patients with fully insured commercial plans receiving autoimmune or multiple sclerosis drugs between January 1, 2017, and December 31, 2021. Patient liability was defined as the difference in insurer allowed and paid amounts. Treatment adherence was measured as the proportion of days covered over a 1-year period, with "adherent" defined as a proportion of days covered greater than or equal to 80%. Treatment persistence was defined as time from treatment initiation to discontinuation (a period of 60 days without supply of treatment). The analysis compared differences in outcomes in states that implemented a CAAP ban during the study period (Arizona, Georgia, Illinois, Virginia, West Virginia) with states that did not, for before and after the date of ban. RESULTS States that implemented a CAAP ban had relative reductions in patient liability after the first 2 months, which ranged from 41% to 63%, with monthly savings ranging from $128 to $520. Patients in states with a CAAP ban had 14% greater odds of being adherent to their treatment after policy implementation than patients in states without a CAAP ban and a 13% reduction in risk of discontinuing. CONCLUSIONS The implementation of state legislation to restrict the use of CAAPs in state-regulated plans was associated with reductions in patient liability and improvements in treatment adherence and persistence for the 5 states that were early implementers of a CAAP ban. These results may offer insights for states that have recently implemented a CAAP ban, as well as for those considering enacting similar legislation.
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Al Meslamani AZ. Policy solutions for medication non-adherence: what can governments do? Expert Rev Pharmacoecon Outcomes Res 2024; 24:777-781. [PMID: 38366855 DOI: 10.1080/14737167.2024.2321242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/16/2024] [Indexed: 02/18/2024]
Affiliation(s)
- Ahmad Z Al Meslamani
- College of Pharmacy, Al Ain University, Abu Dhabi, United Arab Emirates
- AAU Health and Biomedical Research quality of care Center, Al Ain University, Abu Dhabi, United Arab Emirates
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Nelson AJ, Pagidipati NJ, Bosworth HB. Improving medication adherence in cardiovascular disease. Nat Rev Cardiol 2024; 21:417-429. [PMID: 38172243 DOI: 10.1038/s41569-023-00972-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/27/2023] [Indexed: 01/05/2024]
Abstract
Non-adherence to medication is a global health problem with far-reaching individual-level and population-level consequences but remains unappreciated and under-addressed in the clinical setting. With increasing comorbidity and polypharmacy as well as an ageing population, cardiovascular disease and medication non-adherence are likely to become increasingly prevalent. Multiple methods for detecting non-adherence exist but are imperfect, and, despite emerging technology, a gold standard remains elusive. Non-adherence to medication is dynamic and often has multiple causes, particularly in the context of cardiovascular disease, which tends to require lifelong medication to control symptoms and risk factors in order to prevent disease progression. In this Review, we identify the causes of medication non-adherence and summarize interventions that have been proven in randomized clinical trials to be effective in improving adherence. Practical solutions and areas for future research are also proposed.
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Affiliation(s)
- Adam J Nelson
- Victorian Heart Institute, Melbourne, Victoria, Australia
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | | | - Hayden B Bosworth
- Duke Clinical Research Institute, Duke University, Durham, NC, USA.
- Population Health Sciences, Duke University, Durham, NC, USA.
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Khartabil N, Morello CM, Macedo E. Predictive Modeling of Factors Influencing Adherence to SGLT-2 Inhibitors in Ambulatory Care: Insights from Prescription Claims Data Analysis. PHARMACY 2024; 12:72. [PMID: 38668098 PMCID: PMC11054968 DOI: 10.3390/pharmacy12020072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/12/2024] [Accepted: 04/07/2024] [Indexed: 04/29/2024] Open
Abstract
Sodium-glucose cotransporter 2 inhibitors (SGLT2i) are novel oral anti-hyperglycemic drugs that demonstrate cardiovascular and metabolic benefits for patients with type 2 diabetes (T2D), heart failure (HF), and chronic kidney disease (CKD). There is limited knowledge of real-world data to predict adherence to SGLT-2i in an ambulatory setting. The study aims to predict SGLT-2i adherence in patients with T2D and/or HF and/or CKD by building a prediction model using electronic prescription claims data presented within EPIC datasets. This is a retrospective study of 174 adult patients prescribed SGLT-2i at UC San Diego Health ambulatory pharmacies between 1 January 2020 to 30 April 2021. Adherence was measured by the proportion of days covered (PDC). R packages were used to identify regression and non-linear regression predictive models to predict adherence. Age, gender, race/ethnicity, hemoglobin A1c, and insurance plan were included in the model. Diabetes control based on hemoglobin A1c (HbA1c) and the glomerular filtration rate (GFR) was also evaluated using Welch t-test with a p-value of 0.05. The best predictive model for measuring adherence was the simple decision tree. It had the highest area under the curve (AUC) of 74% and accuracy of 82%. The model accounted for 21 variables with the main node predictors, including glycated hemoglobin, age, gender, and insurance plan payment amount. The adherence rate was inversely proportional to HbA1c and directly proportional to the plan payment amount. As for secondary outcomes, HbA1c values from baseline till 90 days post-treatment duration were consistently higher in the non-compliant group: 7.4% vs. 9.6%, p < 0.001 for the PDC ≥ 0.80 and PDC < 0.80, respectively. Baseline eGFR was 55.18 mL/min/1.73m2 vs. 54.23 mL/min/m2 at 90 days. The mean eGFR at the end of the study (minimum of 90 days of treatment) was statistically different between the groups: 53.1 vs. 59.6 mL/min/1.73 m2, p < 0.001 for the PDC ≥ 0.80 and PDC < 0.80, respectively. Adherence predictive models will help clinicians to tailor regimens based on non-adherence risk scores.
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Affiliation(s)
- Nadia Khartabil
- Center of Graduate Studies, West Coast University, Los Angeles, CA 90004, USA
| | - Candis M. Morello
- School of Pharmacy, University of California-San Diego, La Jolla, CA 92093, USA;
| | - Etienne Macedo
- School of Medicine, University of California-San Diego, La Jolla, CA 92093, USA;
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Browder SE, Rosamond WD. Preventing Heart Failure Readmission in Patients with Low Socioeconomic Position. Curr Cardiol Rep 2023; 25:1535-1542. [PMID: 37751036 PMCID: PMC10863623 DOI: 10.1007/s11886-023-01960-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/12/2023] [Indexed: 09/27/2023]
Abstract
PURPOSE OF REVIEW This review aims to summarize the current burden of heart failure (HF) in the United States, specifically in patients with low socioeconomic position (SEP), and synthesize recommendations to prevent HF-related hospital readmissions in this vulnerable population. RECENT FINDINGS As treatments have improved, HF-related mortality has declined over time, resulting in more patients living with HF. This has led to an increase in hospitalizations, however, putting excess strain on our healthcare system. HF patients with low SEP are a particularly vulnerable group, as they experience higher rates of hospitalization and readmission compared to their high SEP counterparts. The Hospital Readmission Reduction Program (HRRP) was created to motivate interventions that reduce hospital readmissions across diseases, with HF being a primary target. Numerous readmission prevention efforts have been suggested to target the pre-hospitalization, hospitalization, and post-hospitalization phases, including addressing social determinants of health (SDoH), improving coordination of care, optimizing discharge plans, and improving adherence to follow-up care and medication regimens. Many of these proposed interventions show promise in reducing HF-related readmissions and issues surrounding adequate caregiver support may be particularly important to reduce readmissions among persons in low SEP. Reducing HF-related hospital readmissions is possible, even in vulnerable populations like those with low SEP, but this will require coordinated efforts across the healthcare system and throughout the life course of these patients. Caregiver support is a necessary part of optimized care for low SEP HF patients and future efforts should consider interventions that support these caregivers.
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Affiliation(s)
- Sydney E Browder
- UNC Gillings School of Global Public Health, Department of Epidemiology, Chapel Hill, NC, USA.
| | - Wayne D Rosamond
- UNC Gillings School of Global Public Health, Department of Epidemiology, Chapel Hill, NC, USA
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Ge L, Heng BH, Yap CW. Understanding reasons and determinants of medication non-adherence in community-dwelling adults: a cross-sectional study comparing young and older age groups. BMC Health Serv Res 2023; 23:905. [PMID: 37620970 PMCID: PMC10464472 DOI: 10.1186/s12913-023-09904-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 08/10/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND Medication non-adherence has become a striking problem among patients with chronic diseases worldwide. However, literature on prevalence, reasons and factors associated with medication non-adherence in Singapore general population is still lacking. This study aimed to (1) estimate the prevalence of intentional and unintentional medication non-adherence in young (aged 21-64 years) and older adults (aged ≥ 65 years), respectively; (2) identify and compare the main reasons for non-adherence; and (3) examine the association between potential factors and non-adherence in each group. METHODS This study sampled 1,528 community-dwelling adults on medications (young adults:766, older adults: 762) from a cross-sectional population health survey conducted in the northern and central regions of Singapore in 2018/2019. Self-reported medication non-adherence and its reasons were collected using a modified questionnaire and compared between the two groups. Multiple logistic regressions were conducted to examine the association between potential factors (e.g., social-demographic factors, smoking and drinking status, presence of diabetes, hypertension, or dyslipidaemia, and presence of depressive symptoms) and medication non-adherence in each group. RESULTS The prevalence of non-adherence was 38.4% and 22.3% in young and older adults, respectively, with young adults reporting higher unintentional and intentional non-adherence rates than older adults. "Afraid of developing drug dependence" was the most common reason in both groups (young:74.8% vs. old:73.5%). Compared to young adults (3.7%), "Not understanding medication labels" was more prevalent in older adults (8.8%). Presence of depressive symptoms was associated with non-adherence in both young (odds ratio [95% confidence interval]: 3.00 [1.79, 5.05]) and older adults (4.16 [2.31, 7.51]). Being employed (2.92 [1.76, 4.84]) and taking ≥ 2 medications (1.42 [1.04, 1.95]) had positive association while personal income of SGD1,000-4,000 (0.53 [0.36, 0.77]) and current smoking (0.61 [0.39, 0.95]) had inverse association with non-compliance in young adults. Diagnosis of diabetes, hypertension, or dyslipidaemia (2.63 [1.25, 5.53]) was associated with higher odds of non-compliance in older adults. CONCLUSIONS Young adults had higher prevalence of medication non-adherence than older adults. The main reasons for non-adherence reported by young and older adults were generally comparable. Presence of depressive symptoms was a risk factor of medication non-adherence in both groups.
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Affiliation(s)
- Lixia Ge
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore.
| | - Bee Hoon Heng
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore
| | - Chun Wei Yap
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore
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Wong WB, Donahue A, Thiesen J, Yeaw J. Copay assistance use and prescription abandonment across race, ethnicity, or household income levels for select rheumatoid arthritis and oral oncolytic medicines. J Manag Care Spec Pharm 2023; 29:324-334. [PMID: 36692908 PMCID: PMC10394215 DOI: 10.18553/jmcp.2023.22288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND: Disparities in prescription abandonment may exacerbate health inequities. Whether copay assistance is associated with changes in prescription abandonment across different patient groups is unknown. OBJECTIVE: To assess disparities in copay assistance use; prescription abandonment across race, ethnicity, or income; and association of copay use with prescription abandonment and whether it differs across race, ethnicity, or household income. METHODS: This pooled, cross-sectional study assessed claims-level prescription data linked to a consumer database containing information on race, ethnicity, and household income for commercially insured patients. The first prescription for rheumatoid arthritis (RA) or oral oncolytic medicines from 2016 to 2020 was included. Logistic regression models measured odds of copay assistance use (copay/discount cards or free-trial voucher) and prescription abandonment (prescription not filled within 30 days of health plan approval). Interaction terms for copay assistance use by race, ethnicity, and income were tested. RESULTS: The sample included 67,674 patients prescribed RA medications and 9,560 prescribed oral oncolytic medications. Copay assistance use across race, ethnicity, and income ranged from 28.2% to 31.1% (RA medicines) and 27.2% to 36.7% (oral oncolytic medicines). Among those prescribed RA medicines and not using copay assistance, Black/African American, Hispanic patients, and those with household incomes less than $50,000 were more likely to abandon prescriptions than White patients and patients with household incomes more than $200,000 (odds ratio [OR] [95% CI], P value: Black/African American: 1.17 [1.06-1.29], P < 0.01; Hispanic: 1.11 [1.01-1.22], P = 0.03; income <$50,000: 1.24 [1.11-1.37], P < 0.01). Among patients using oral oncolytic medicines and not using copay assistance, there was no racial or ethnic difference in prescription abandonment. Patients using oral oncolytics with household incomes less than $50,000 were more likely to use copay assistance (1.34 [1.12-1.61], P < 0.01), but also more likely to abandon their prescriptions if not using copay assistance (1.44 [1.12-1.85], P < 0.01). Copay assistance was associated with a 79% (RA) and 71% (oral oncolytics) lower odds of prescription abandonment (0.21 [0.19-0.24], P < 0.01; 0.29 [0.24-0.36], P < 0.01), which did not differ across race, ethnicity, or income levels (P > 0.05). CONCLUSIONS: Copay assistance has potential to narrow disparities in prescription abandonment for commercially insured Black/African American or Hispanic patients taking RA medicines and patients with household incomes less than $50,000; however, efforts to improve access to copay assistance are needed. Copay assistance, as a factor facilitating equal access to medicines, is an important consideration when evaluating policies that impact access to copay assistance programs. DISCLOSURES: Genentech, Inc., provided funding and support for this study. Dr Wong is an employee of Genentech, Inc., and shareholder of Roche, Inc. Ms Donahue, Mr Thiesen, and Mr Yeaw are employees of IQVIA.
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Wong WB, Jinnett K. Patient perspectives and use of copayment assistance during the COVID-19 pandemic. J Manag Care Spec Pharm 2023; 29:17-23. [PMID: 35481416 PMCID: PMC10394206 DOI: 10.18553/jmcp.2022.21343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND: Copay assistance programs provide financial assistance for patients to access medicines and may be one solution to addressing patient affordability, especially because of additional financial hardships due to the COVID-19 pandemic. These programs have been scrutinized by payers and policymakers, but there is little information on the patient perspective to inform these policy discussions. OBJECTIVE: To understand patients' perspectives and use of copay assistance during the COVID-19 pandemic. METHODS: A nationwide cross-sectional online descriptive patient survey was administered to collect data from adult recent medication users and caregivers. Data on demographics, skipping/stopping medications, current/past/future use of copay assistance, perceptions of copay assistance, and alternative actions taken if copay assistance was unavailable were collected. Descriptive analysis was conducted across the total sample, with subgroup analysis between those using and not using specialty pharmacies conducted on select measures. Analyses were conducted using STATA version 14.2. RESULTS: The final sample consisted of 1,001 adults aged 18 years or older. Twenty-eight percent of respondents reported currently or previously using copay assistance, with use higher among specialty pharmacy users vs non-specialty pharmacy users (46% vs 15%, P < 0.01). Copay assistance programs were viewed positively by most respondents (> 70%), with the proportion who viewed them "somewhat or more positively" during the COVID-19 pandemic growing significantly more among specialty pharmacy users than among non-specialty pharmacy users (53% vs 24%, P < 0.01). Respondents using copay assistance programs indicated they would take on more debt and cut back in other areas as alternatives to copay assistance, if unavailable. The alternative actions differed by specialty pharmacy use, with specialty pharmacy users reporting being more likely to use savings/retirement funds to help cover the cost (44% vs 22%, P < 0.01) or switch insurance plans (36% vs 22%, P = 0.03). CONCLUSIONS: Patients' positive perceptions of copay assistance programs have grown during the COVID-19 pandemic, and removing access to these programs may result in further debt and/or loss of savings for patients, especially for those using specialty medicines. Future patient-centric research is warranted and should be central to informing future policy discussions on the regulation of copay assistance programs. DISCLOSURES: W Wong and K Jinnett are employees of Genentech, Inc, and have stock in Roche (outside the submitted work). Research reported in this publication was supported by Genentech, Inc. Editorial services were provided by Esther Tazartes, MS, of Global Outcomes Group. These services were funded by Genentech, Inc.
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Sadigh G, Coleman D, Switchenko JM, Hopkins JO, Carlos RC. Treatment out-of-pocket cost communication and remote financial navigation in patients with cancer: a feasibility study. Support Care Cancer 2022; 30:8173-8182. [PMID: 35796885 PMCID: PMC9834906 DOI: 10.1007/s00520-022-07270-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/29/2022] [Indexed: 01/14/2023]
Abstract
OBJECTIVE We conducted a pilot study assessing the feasibility of a personalized out-of-pocket cost communication, remote financial navigation, and counseling (CostCOM) intervention in cancer patients. METHODS Twenty-three adult, newly diagnosed cancer patients at a single community oncology practice were asked to complete a survey and participate in a CostCOM intervention, including patient-specific out-of-pocket cost communication, remote financial navigation, and counseling. Feasibility was defined as patient participation in CostCOM, and its impact on financial worry measured using the Comprehensive Score for Financial Toxicity (COST) (higher score = less worry) was assessed. Eight patients' and two providers' experience with CostCOM was evaluated using qualitative interviews. RESULTS Mean patient age was 61 (78.3% female; 100% white). Of 23 CostCOM patients, 86.9% completed CostCOM, 60% of them completed a financial assistance application, and 25% of those who applied were enrolled in a co-pay assistance program. Patients' financial worry significantly improved following CostCOM (COST score of 10.0 ± 9.6 at enrollment vs. 16.9 ± 8.1 at follow-up; p < 0.001). Mean general satisfaction (out of 5) with CostCOM was 4.1 ± 0.7. In qualitative interviews following OOPC communication, 75% felt a positive impact on their mental health, and all patients reported no change in their treatment plan; 83.3% found financial navigation beneficial. In providers' interviews, buy-in from relevant stakeholders, integration of the CostCOM with existing workflow, and larger studies to assess the effectiveness of CostCOM were identified as factors needed for CostCOM implementation in practice. CONCLUSION CostCOM interventions are feasible and acceptable and decrease financial worry in patients with cancer.
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Affiliation(s)
- Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, 1364 Clifton Rd, Suite BG20, Atlanta, GA 30322, USA
| | - Debrua Coleman
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, 1364 Clifton Rd, Suite BG20, Atlanta, GA 30322, USA
| | - Jeffrey M. Switchenko
- Department of Biostatistics and Bioinformatics, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | | | - Ruth C. Carlos
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
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