Thomas Kamarck

Thomas Kamarck
  • University of Pittsburgh

About

170
Publications
23,302
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
10,543
Citations
Current institution
University of Pittsburgh

Publications

Publications (170)
Article
Background Cardiovascular responses to psychological stressors have been separately associated with preclinical atherosclerosis and hemodynamic brain activity patterns across different studies and cohorts; however, what has not been established is whether cardiovascular stress responses reliably link indicators of stressor‐evoked brain activity and...
Article
Different tasks of episodic memory (EM) are only moderately correlated with each other. Furthermore, various EM tasks exhibit disproportional relationships with the hippocampus. This study examined the covariance structure of EM tasks and assessed whether this structure relates differently to hippocampal volume (HV) in a sample of 648 cognitively u...
Preprint
Full-text available
Objectives: Examine the effect of aerobic exercise on structural brain age and explore potential mediators. Methods: In a single-blind, 12-month randomized clinical trial, 130 healthy participants aged 26-58 years were randomized into a moderator-to-vigorous intensity aerobic exercise group or a usual-care control group. The exercise group attended...
Article
Full-text available
Objective: Interpersonal and emotional functioning are closely linked and reciprocally influence one another. Contemporary integrative interpersonal theory (CIIT) offers a useful framework to conceptualize these patterns and guide interventions in cases where these patterns result in dysfunction. Stress processes offer several dynamic frameworks to...
Article
Full-text available
Objetivo: El trauma infantil puede contribuir a la salud durante toda la vida a través de la inflamación sistémica crónica. Sin embargo, las asociaciones entre el trauma infantil y la inflamación son mixtas, lo que indica que distintos tipos de trauma infantil pueden relacionarse con la inflamación de manera diferente. Además, la mayoría de los est...
Article
Objective Evidence suggests a link between positive social relationship perceptions and improved sleep (e.g., quality, efficiency) across the lifespan. Less work has probed the directionality of these relationships. Here, we report findings from the first study to examine bidirectional between- and within- person associations between loneliness and...
Preprint
Full-text available
Background Cardiovascular responses to psychological stressors have been separately associated with preclinical atherosclerosis and hemodynamic brain activity patterns across different studies and cohorts; however, what has not been established is whether cardiovascular stress responses reliably link indicators of stressor-evoked brain activity and...
Article
Full-text available
Introduction Physical activity (PA) has beneficial effects on brain health and cardiovascular disease (CVD) risk. Yet, we know little about whether PA-induced changes to physiological mediators of CVD risk influence brain health and whether benefits to brain health may also explain PA-induced improvements to CVD risk. This study combines neurobiolo...
Article
Full-text available
Main effect models contend that perceived social support benefits mental health in the presence and the absence of stressful events, whereas stress-buffering models contend that perceived social support benefits mental health especially when individuals are facing stressful events. We tested these models of how perceived social support impacts ment...
Article
Full-text available
Individuals exhibiting exaggerated blood pressure responses to stress are at increased risk for later cardiovascular disease. Engagement in brief bouts of moderate‐to‐vigorous physical activity may reduce instances of these exaggerated blood pressure responses. While observational work has shown that periods of light physical activity may also be a...
Article
Background Dysregulation in physiological responses to stress may provide a mechanism through which low socioeconomic status (SES) in childhood negatively impacts health. Evidence linking early life SES to physiological stress responses is inconsistent. Exposure to childhood trauma may be an important source of heterogeneity accounting for mixed fi...
Article
Full-text available
Objective: To test whether expectations of respect and appreciation from others, assessed in daily life, are associated with preclinical vascular disease. Method: Participants were an urban community sample of 483 employed adults (47% male, 17% Black, mean age = 42.8 years). Carotid intima-media thickness (IMT) was measured using B-mode ultrasou...
Article
Full-text available
Home blood pressure monitoring (HBPM) can improve hypertension management. Digital tools to facilitate routinized HBPM and patient self-care are underutilized and lack evidence of effectiveness. MyBP provides video-based education and automated text messaging to support continuous BP self-monitoring with recurring feedback. In this pragmatic trial,...
Article
Objective: Aging is theoretically accompanied by emotional gains, but physiological self-regulatory losses. Emotional and physiological regulation can be operationalized as the extent of increase in negative affect and blood pressure upon experiencing a stressor (i.e., reactivity). The direction of age-based changes in negative affect reactivity t...
Article
Full-text available
Background Aerobic exercise remains one of the most promising approaches for enhancing cognitive function in late adulthood, yet its potential positive effects on episodic memory remain poorly understood and a matter of intense debate. Prior meta-analyses have reported minimal improvements in episodic memory following aerobic exercise but have been...
Article
Full-text available
Objective: Socially integrated individuals are at lower risk of cardiovascular disease morbidity and mortality compared to their more isolated counterparts. This association may be due, in part, to the effect of social integration on nocturnal blood pressure (BP) decline or "dipping," a physiological process associated with decreased disease risk....
Article
Objective: Two decades of research has examined within-persons associations between negative emotion states and ambulatory blood pressure (ABP) using ecological momentary assessment (EMA), but no meta-analysis has been conducted. We conducted this systematic review and meta-analysis to quantify the magnitude of this association and identify modera...
Article
Compared to others, individuals living in communities of socioeconomic disadvantage experience more atherosclerotic cardiovascular disease (CVD) and a greater extent of preclinical atherosclerosis. Although the mechanisms underlying these associations remain unclear, it is widely hypothesized that alterations in normative cortisol release from the...
Article
Background High trait conscientiousness is associated with lower cardiometabolic risk, and health behaviors are a putative but relatively untested pathway that may explain this association. Purpose To explore the role of key health behaviors (diet, physical activity, substance use, and sleep) as links between conscientiousness and cardiometabolic...
Article
Background The processes through which social support exerts its influence in daily life are not well understood. Arguably, its salutary effects as an environmental variable might be construed as shared effects of personality. Method To test this possibility, we investigated the unique and shared effects of personality and social support on daily...
Article
Full-text available
Despite the high co‐occurrence of sleep and mood disturbances, day‐to‐day associations between sleep characteristics (sleep duration, continuity, and timing) and dimensions of mood (positive affect and negative affect) remain unclear. The present study aimed to test whether there is a daily, bidirectional association between these sleep characteris...
Article
Full-text available
Stress exposure is linked to elevated blood pressure, which increases risk for cardiovascular disease (Spruill, 2010; WHO, 2013). Stress exposure may be especially harmful when concentrated in one particular domain (i.e., low stressor diversity) (Koffer, et al., 2016). Using a diversity index, we test whether high stressor exposure and low stressor...
Article
Introduction: Hypertension is uncontrolled in 50% of diagnosed adults in the US, and especially in older adults. Home blood pressure monitoring (HBPM) can improve hypertension management by providing clinicians with up-to-date information on BP control and by improving patients’ adherence to prescribed medications and other healthy behaviors. MyBP...
Article
Introduction Despite the high co-occurrence of sleep and mood disturbances, day-to-day associations between sleep characteristics (sleep duration, continuity, timing) and dimensions of mood (positive affect, PA, and negative affect, NA) remain unclear. Few field studies have tested whether sleep changes may affect mood by altering people’s emotiona...
Article
Objective: A growing number of studies have associated various measures of social integration, the diversity of social roles in which one participates, with alterations in hypothalamic-pituitary-adrenocortical (HPA) functioning. The pathways through which social integration may be linked to HPA functioning, however, are as yet unknown. The present...
Article
Full-text available
Objective: Racial discrimination is a common experience for African Americans, but no research has examined how discrimination reported in daily-life moments influences concurrent negative emotions and psychosocial resources. Method: Emerging adult African Americans (N = 54) reported hourly on momentary racial discrimination, negative emotions, and...
Article
Objective Evidence links trait hostility with components of the metabolic syndrome (MetS), a clustering of cardiometabolic risk factors, but which hostility dimensions (e.g., expressive or cognitive hostility) relate to MetS are not well known. Further, there may be age and sex differences in the extent to which hostility dimensions relate to MetS....
Preprint
Full-text available
The specific processes through which social support exerts its influence in daily life are not well understood. Its salutary effects as an environmental variable might be construed as effects of individual differences and related, contextualized personality processes. We investigated the unique effects of personality and social support on daily str...
Article
Full-text available
Both affective and blood pressure (BP) reactivity are associated with long term risk of chronic disease and mortality. Thus, understanding age-related changes in negative affect and BP responses to everyday demands is vital for promoting healthy aging. However, few studies have examined both psychological and BP reactivity simultaneously, which wou...
Article
Background: Cancer caregivers are at increased risk for cardiovascular disease (CVD) and mortality. The aims of this study were to examine psychosocial and behavioral predictors of metabolic syndrome. Methods: Cancer caregivers were administered a battery of questionnaires assessing sociodemographic characteristics, depressive symptoms, perceive...
Article
Objective: Hypertension is largely asymptomatic and, as a result, patients often fail to sufficiently engage in medication adherence and other health behaviors to control their blood pressure (BP). This study explores the mechanisms by which MyBP, an automated SMS-facilitated home blood pressure monitoring (HBPM) program, helps facilitate healthy...
Article
Full-text available
Objective To examine the associations among socioeconomic factors, depressive symptoms, and cytokines in patients diagnosed with hepatocellular carcinoma (HCC). Methods A total of 266 HCC patients were administered a battery of questionnaires including a sociodemographic questionnaire and the Center for Epidemiologic Studies Depression (CES‐D) sca...
Article
Full-text available
Objective: Previous literature has shown an inconsistent relationship between physical activity and stressor-evoked blood pressure reactivity. Use of ecological momentary assessment (EMA) may facilitate detecting such a relationship. In this study, the moderating effects of regular physical activity on the magnitude of ambulatory blood pressure (A...
Article
Uncontrolled hypertension constitutes a major challenge for healthcare systems. Home blood pressure monitoring (HBPM) is widely recommended and may lower BP when combined with other supports. However, scalable and systematic HBPM interventions are lacking and the behavioral mechanism(s) through which BP is lowered remain poorly understood. Our team...
Article
Objective: We examined whether associations between daily psychosocial stressor exposures and carotid artery intima medial thickness (IMT) may be stronger among those showing larger stress-related cardiovascular reactivity (CVR) during the course of daily living. Methods: 474 healthy working adults (ages 30-54) collected ambulatory blood pressur...
Article
Background: Uncontrolled hypertension constitutes a significant challenge throughout the world. Blood pressure measurement by patients is informative for both patients and providers, but is rarely performed systematically, thereby reducing its utility. Mobile phones can be used to efficiently prompt individuals to measure blood pressure and automa...
Article
Full-text available
Background: Physical and psychological symptoms are common during chemotherapy in cancer patients, and real-time monitoring of these symptoms can improve patient outcomes. Sensors embedded in mobile phones and wearable activity trackers could be potentially useful in monitoring symptoms passively, with minimal patient burden. Objective: The aim...
Article
Objectives: To compare estimates of sleep duration defined by polysomnography (PSG), actigraphy, daily diary, and retrospective questionnaire and to identify characteristics associated with differences between measures. Design: Cross-sectional. Setting: Community sample. Participants: The sample consisted of 223 Black, White, and Asian middl...
Article
Full-text available
Objective: Emerging research demonstrates race differences in diurnal cortisol slope, an indicator of hypothalamic-pituitary-adrenocortical (HPA)-axis functioning associated with morbidity and mortality, with African Americans showing flatter diurnal slopes than their White counterparts. Sleep characteristics are associated with both race and with...
Article
Objective: In clinical trials, omega-3 fatty acid supplementation improves symptoms in psychiatric disorders involving dysregulated mood and impulse control, yet it is unclear whether in healthy adults omega-3 fatty acid supplementation affects mood, impulse control and the brain systems supporting these processes. Accordingly, this study tested t...
Article
Objective Sleep problems have been linked to increased risk of mortality in the general population. Limited evidence suggests similar relationships among people diagnosed with cancer. The aims of the present study were to investigate the type and rates of sleep problems in advanced cancer patients and examine whether sleep problems are associated w...
Article
Objectives: The objectives of this study were to determine whether job strain is more strongly associated with higher ambulatory blood pressure (ABP) among blue-collar workers compared with white-collar workers, to examine whether this pattern generalizes across working and nonworking days and across sex, and to examine whether this pattern is acc...
Article
Full-text available
Background Socioeconomic position is a well-established risk factor for poor physical health. Purpose This study examines whether the effects of lower social rank on physical health may be accounted for by differences in daily social experience. Methods In a large community sample (N = 475), we examined whether subjective social rank is associated...
Article
Objective: Systemic inflammation is thought to be a biological mediator between social relationship quality and premature mortality. Empirical work has yielded mixed support for an association of social relationship variables with systemic inflammation, perhaps due to methodological limitations. To date, research in this literature has focused on...
Article
Full-text available
There is a lack of comprehensive research on Ecological Momentary Assessment (EMA) feasibility to study occupational stress, especially its long-term sustainability. EMA application in education contexts has also been sparse. This study investigated the feasibility of using EMA to study teacher stress over 2 years using both objective compliance da...
Article
Context: Shift work, which imposes a habitual disruption in the circadian system, has been linked to increased incidence of cardiometabolic diseases, and acute circadian misalignment alters various metabolic processes. However, it remains unclear whether day-to-day circadian dysregulation contributes to these risks beyond poor sleep and other beha...
Article
Full-text available
Recent advances in mobile health have produced several new models for inferring stress from wearable sensors. But, the lack of a gold standard is a major hurdle in making clinical use of continuous stress measurements derived from wearable sensors. In this paper, we present a stress model (called cStress) that has been carefully developed with atte...
Article
Objectives: Evidence supports an inverse association of childhood socioeconomic status (SES) with systemic inflammation in adulthood. However, it remains to be determined whether this association is dependent on exposure to stressful life experiences. Methods: We predicted that the combination of a high number of recent negative life events and...
Article
Evening chronotype, a correlate of delayed circadian rhythms, is associated with depression. Altered positive affect (PA) rhythms may mediate the association between evening chronotype and depression severity. Consequently, a better understanding of the relationship between chronotype and PA may aid in understanding the etiology of depression. Rece...
Article
Objective: To examine the association between marital interaction quality during daily life and subclinical cardiovascular disease (CVD). Studies have shown that marital status and quality of marriage are associated with cardiovascular health. However, little is known about the role of marital interaction quality during daily life in contributing...
Article
Objective: To examine longitudinal bidirectional associations between two depressive symptom clusters-the cognitive-affective and somatic-vegetative clusters--and insulin resistance, a marker of prediabetes. Methods: Participants were 269 adults aged 50 to 70 years without diabetes enrolled in the Pittsburgh Healthy Heart Project, a prospective...
Article
Short sleep has been related to incident cardiovascular disease, but physiological mechanisms accounting for this relationship are largely unknown. This study examines sleep duration and cardiovascular stress responses in 79 healthy, young men. Sleep duration was assessed by wrist actigraphy for seven nights. Participants then completed a series of...
Article
Full-text available
Background Hostility is a multidimensional construct related to cardiovascular (CV) disease risk. Daily hostile mood and social interactions may precipitate stress-related CV responses in hostile individuals. Purpose Determine whether trait cognitive hostility best predicts daily hostile mood and social interactions relative to other trait hostilit...
Article
We examine associations between the perception of ongoing psychological demands by ecological momentary assessment (EMA) and 6-year changes in carotid artery atherosclerosis by ultrasonography. A total of 270 initially healthy participants collected ambulatory blood pressure (ABP) and recorded their daily experiences, using electronic diaries, duri...
Article
Full-text available
Objective: Unrealistic optimism-typically conceptualized as underestimation of comparative risk-has been previously associated with poorer health behaviors and outcomes, but no research to date has examined the association between unrealistic optimism and subclinical or clinical disease endpoints. Here, cross-sectional data from one time point in...
Article
Vasomotor symptoms (VMS) are common during the menopausal transition. Negative affect is consistently associated with self-reported VMS, but the interpretation of this relationship is limited by the infrequent measurement and retrospective recall of VMS. Using prospective data from daily diaries, we examined the daily association between negative a...
Article
Full-text available
Objective: To determine whether lower childhood socioeconomic status (SES) was associated with fewer psychosocial resources independent of adult SES, and whether these associations differed by race/ethnicity. Method: Cross-sectional study of 342 middle-aged (M = 60.5 ± 4.7) African American (n = 49) and Caucasian (n = 293) adults. Childhood SES and...
Article
Full-text available
Short and less efficient sleep may be risk factors for atherosclerosis. Few studies have investigated the associations between sleep characteristics and early cardiovascular disease (CVD) risk. Evaluate the associations between coronary artery calcification (CAC) and Framingham risk score profile with sleep characteristics in middle-aged men and wo...
Article
Full-text available
Objective: To test the association between self-reported unfair treatment and objective and self-reported sleep characteristics in African American and Caucasian adults. Design: Cross-sectional study of 97 African American and 113 Caucasian middle-aged adults. Main Outcome Measures: Participants completed: (a) two-night in-home, polysomnography (PS...
Article
Hostility is associated with a number of metabolic risk factors for cardiovascular disease, including waist-hip ratio, glucose, and triglycerides. Along with hostility, many of these measures have also been shown to be associated with reduced central serotonergic function. We have previously reported that a citalopram intervention was successful in...
Conference Paper
Full-text available
Repeated exposures to psychological stress can lead to or worsen diseases of slow accumulation such as heart diseases and cancer. The main challenge in addressing the growing epidemic of stress is a lack of robust methods to measure a person's exposure to stress in the natural environment. Periodic self-reports collect only subjective aspects, ofte...
Article
Full-text available
To evaluate the relations between sleep characteristics and cardiovascular risk factors and napping behavior, and to assess whether daytime napping leads to subsequent better or worse sleep. The sample consisted of 224 (African American, Caucasian, and Asian) middle-aged men and women. Sleep measures included nine nights of actigraphy and sleep dia...
Article
Ecological Momentary Assessment (EMA) is a technique used to collect real-time self-assessment data, often via interactive questionnaires. Frequently, EMA devices are implemented using PDAs. The PDA pen-based interaction is unsuitable for responding in certain situations that may be of interest, e.g. driving and walking, and is unsuitable for parti...
Article
Full-text available
Given that emotional risk factors for coronary artery disease (CAD) tend to cluster within individuals, surprisingly little is known about how these negative emotions might influence one another over time. We examined the longitudinal associations among measures of depressive symptoms and hostility/anger in a cohort of 296 healthy, older adults. Pa...
Article
Full-text available
An attenuation of the nighttime decline in blood pressure (BP) predicts cardiovascular disease and cardiovascular-related mortality, beyond daytime BP levels. We investigated whether positive and negative psychological attributes were associated with sleep-wake BP ratios and examined sleep parameters as potential mediators of these relationships. T...
Article
Both the size and diversity of an individual's social network are strongly and prospectively linked with cardiovascular morbidity and mortality. Social relationships may influence cardiovascular outcomes, at least in part, via their impact on physiologic pathways influenced by stress, such as daytime blood pressure (BP) levels. However, scant resea...
Article
Full-text available
This paper describes a study on continuous, non-intrusive stress detection from physiological measurements, involving data collection, feature extraction, and model con-struction. We built a personalized stress detection model based on Support Vector Machines, and evaluated it on the collected data. Experimental results show that our model can dete...
Article
Full-text available
High-trait hostility is associated with persistent cigarette smoking. To better understand mechanisms that may account for this association, we examined the effects of acute smoking abstinence and delayed versus immediate smoking reinstatement on responses to a social stressor among 48 low hostile (LH) and 48 high hostile (HH) smokers. Participants...
Article
Cross-sectional studies have found that individuals with depressive disorders or symptoms have elevated levels of inflammatory markers predictive of coronary artery disease, including interleukin-6 (IL-6) and C-reactive protein (CRP). Due to the paucity of prospective studies, however, the directionality of the depression–inflammation relationship...
Article
Despite growing evidence that there is substantial nightly, intra-individual variability in sleep duration and fragmentation, few studies have investigated the correlates of such variability. The current study examined whether intra-individual variability in sleep parameters was associated with psychosocial and physiological indices of stress, espe...
Article
Full-text available
To examine the association of positive and negative aspects of friendship to psychological well-being, self-care behavior, and blood glucose control and to determine whether these relations were moderated by gender. Adolescents with Type 1 diabetes (n = 76) completed baseline measures of friendship quality, depressive symptoms, and self-care. A mea...
Article
Full-text available
Trait negative affect has been implicated as a risk marker for cardiovascular disease, but the mechanisms underlying this association are uncertain. Our aim was to examine associations between trait measures of anger, hostility, depression, and anxiety with endothelial dysfunction via brachial artery flow-mediated dilation (FMD), an early indicator...
Article
Full-text available
Hostility is associated with an increased risk for cardiovascular disease (CVD). Because central serotonin may modulate aggression, we might expect selective serotonin reuptake inhibitors (SSRIs) to be effective in reducing hostility. Such effects have never been examined in individuals scoring high on hostility who are otherwise free from major Ax...
Article
Full-text available
1) To characterize PSQI and ESS scores, and their relationship to each other, in an adult community sample; 2) To determine whether PSQI and ESS scores, in combination with each other, were associated with distinct demographic, clinical, and sleep characteristics. The PSQI, ESS, clinical rating scales, sleep diaries, actigraphy, and home polysomnog...
Article
Full-text available
Elevated night time/daytime blood pressure (BP) ratios are associated with cardiovascular morbidity and mortality. We evaluated the associations between sleep/awake BP ratios and sleep disturbances. Sleep disturbances were assessed by in-home actigraphy and diary measures for nine nights, and polysomnography (PSG) for two nights; ambulatory BP was...
Article
To examine the independent and interactive effects of race and socioeconomic status (SES) on objective indices and self-reports of sleep. The sleep of 187 adults (41% black; mean age = 59.5 +/- 7.2 years) was examined. Nine nights of actigraphy and two nights of inhome polysomnography (PSG) were used to assess average sleep duration, continuity, an...
Article
Full-text available
This study sought to determine the role of hostility in moderating the effects of positive social interactions on ambulatory blood pressure (ABP). Participants (341 adults) completed the Cook-Medley Hostility Scale and underwent ABP monitoring, assessed every 45 min during waking hours across 6 days. An electronic diary measuring mood and social in...
Article
Recent evidence suggests that depressive symptoms and hostility may act together, as interacting factors, to have an effect on the circulating levels of inflammatory markers relevant to coronary artery disease. Further research, however, is needed to clarify the nature of this interaction and to determine whether previous findings extend to older a...
Article
Full-text available
The authors previously reported that individuals who rate their daily life as more demanding or less controllable by momentary electronic diary (ED) reports showed greater intima-medial thickness (IMT) by carotid ultrasonography. They now present prospective findings on this relation. Three hundred thirty-five healthy individuals (ages 50-70 at stu...
Chapter
The set of techniques known collectively as real-time data capture (RTDC) is becoming increasingly important in medical research. Based on the collection of data in people's typical environments, RTDC is primarily used with self-reported data, such as medical symptoms and psychological states. Now, its guiding principles and supporting technologies...
Article
We investigated the relationship between heart rate variability and preclinical carotid intima-media thickening, a putative index of atherosclerosis. A sample of 350 men and women (mean age 56.8 years) selected for the presence or absence of untreated hypertension was assessed for heart rate variability at rest and separately for carotid intima-med...
Article
Full-text available
Although depression, anxiety, and hostility/anger have each been associated with an increased risk of coronary artery disease, these overlapping negative emotions have not been simultaneously examined as predictors of the progression of subclinical atherosclerosis. To evaluate the relative importance of depressive symptoms, anxiety symptoms, and ho...
Article
Full-text available
The authors examined the utility of ecological momentary assessment for assessing spousal interactions in the natural environment among 245 healthy, married, older adults. Convergent validity for this method was demonstrated by (a) a positive association between marital adjustment (MA) and average diary ratings of agreeableness during spousal inter...
Article
Full-text available
The authors examined whether cardiovascular reactivity to and recovery from psychological challenge predict 3-year change in blood pressure (BP) among 216 initially normotensive, community-dwelling adults. Clinic BP assessments were conducted at baseline and follow-up. BP and heart rate (HR) readings were obtained before, during, and after 5 psycho...
Article
We describe an ecological momentary assessment (EMA) protocol designed to measure daily life experiences along several psychosocial dimensions (Social Conflict, Task Demand, Decisional Control, Negative Affect, and Arousal) hypothesized to be relevant for cardiovascular disease risk. In a large community sample, these assessments have been administ...
Article
We employed Ecological Momentary Assessment (EMA) real-time recording in the natural setting to determine whether spousal interaction frequency predicts 3-year progression of carotid artery intima medial thickening (IMT). Participants were 250 healthy, older adults (M age = 61, 48% female) who, at baseline, underwent 6 days of ambulatory monitoring...

Network

Cited By