Douglas L. Miller’s research while affiliated with University of Michigan and other places

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Publications (110)


Overview of Therapeutic Ultrasound Applications and Safety Considerations: 2024 Update
  • Literature Review

November 2024

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112 Reads

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3 Citations

Journal of ultrasound in medicine: official journal of the American Institute of Ultrasound in Medicine

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A 2012 review of therapeutic ultrasound was published to educate researchers and physicians on potential applications and concerns for unintended bioeffects (doi: 10.7863/jum.2012.31.4.623 ). This review serves as an update to the parent article, highlighting advances in therapeutic ultrasound over the past 12 years. In addition to general mechanisms for bioeffects produced by therapeutic ultrasound, current applications, and the pre‐clinical and clinical stages are outlined. An overview is provided for image guidance methods to monitor and assess treatment progress. Finally, other topics relevant for the translation of therapeutic ultrasound are discussed, including computational modeling, tissue‐mimicking phantoms, and quality assurance protocols.


Measurements of ultrasound attenuation in human chest wall

October 2019

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15 Reads

The Journal of the Acoustical Society of America

No PDF available ABSTRACT Knowledge of the bulk acoustic properties of human chest wall is useful in the development and study of cardiac and lung ultrasound exposimetry. However, few studies have been performed on human tissue, and there is a need for attenuation data relevant to clinical diagnostic ultrasound. In this study, we measured the bulk acoustic attenuation in unembalmed, never-frozen human chest wall samples, using a GE Vivid 7, clinical diagnostic ultrasound machine. B-mode ultrasound with frequencies from 1.6 to 5.0 MHz was transmitted through human chest wall tissue samples and compared to equivalent-source signals transmitted through normal saline. The recorded signals were analyzed to characterize the acoustic attenuation. Preliminary results based on 9 donors show that both chest wall morphology and bulk attenuation properties vary widely between individuals. Chest wall thicknesses ranged from 2 to 6 cm. The mean linear acoustic attenuation coefficients, across all samples, ranged from 1.1 dB/cm MHz at 1.6 MHz to 1.7 dB/cm MHz at 5.0 MHz, with a frequency-averaged standard deviation of 0.4 dB/cm MHz. Across all donors and frequency and power settings, linear acoustic attenuation coefficients ranged from 0.5 to 2.3 dB/cm MHz. Variation in thoracic exposure may result from variations in the chest wall composition and morphology between patients.


Observation of acoustic fountain generation by diagnostic ultrasound shear wave elastography

September 2018

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15 Reads

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1 Citation

The Journal of the Acoustical Society of America

High-intensity focused ultrasound has been shown to drive fountains and atomization at liquid-gas and tissue-gas interfaces. Though these phenomena are not well studied for diagnostic ultrasound, they have been hypothesized to play a role in diagnostic ultrasound-induced pulmonary capillary hemorrhage (PCH). We demonstrate that push pulses used in diagnostic shear wave elastography (SWE) also cause fountaining and atomization at water-air and blood-air interfaces. A focused ultrasound transducer (SSI SL15-4), was aimed upward, through water, at an air interface. An SWE pulse sequence, including four push pulses (amplitude ≤ 8.6 MPa, pulse duration ≅ 650 ms, and center frequency ≅ 5.0 MHz), was initiated. The interface was photographed at 20k fps and four successive fountains were observed. Fountains heights up to 12 and 11 mm were observed for water and blood respectively and ejected water droplets traveled up to 30 cm above the surface. The spacing of the four fountains was measured to be the same as the spacing of four PCH areas observed on rat lungs exposed to the same pulse sequence. Concurrent studies should reveal the relative efficacy of PCH induction from SWE and normal pulse echo and Doppler imaging.


Mechanisms for Induction of Pulmonary Capillary Hemorrhage by Diagnostic Ultrasound: Review and Consideration of Acoustical Radiation Surface Pressure

September 2016

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18 Reads

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24 Citations

Ultrasound in Medicine & Biology

Diagnostic ultrasound can induce pulmonary capillary hemorrhage (PCH) in rats and other mammals. This phenomenon represents the only clearly demonstrated biological effect of (non-contrast enhanced) diagnostic ultrasound and thus presents a uniquely important safety issue. However, the physical mechanism responsible for PCH remains uncertain more than 25 y after its discovery. Experimental research has indicated that neither heating nor acoustic cavitation, the predominant mechanisms for bioeffects of ultrasound, is responsible for PCH. Furthermore, proposed theoretical mechanisms based on gas-body activation, on alveolar resonance and on impulsive generation of liquid droplets all appear unlikely to be responsible for PCH, owing to unrealistic model assumptions. Here, a simple model based on the acoustical radiation surface pressure (ARSP) at a tissue–air interface is hypothesized as the mechanism for PCH. The ARSP model seems to explain some features of PCH, including the approximate frequency independence of PCH thresholds and the dependence of thresholds on biological factors. However, ARSP evaluated for experimental threshold conditions appear to be too weak to fully account for stress failure of pulmonary capillaries, gauging by known stresses for injurious physiologic conditions. Furthermore, consideration of bulk properties of lung tissue suggests substantial transmission of ultrasound through the pleura, with reduced ARSP and potential involvement of additional mechanisms within the pulmonary interior. Although these recent findings advance our knowledge, only a full understanding of PCH mechanisms will allow development of science-based safety assurance for pulmonary ultrasound.


The Best of Times, the Worst of Times: Understanding Pro-cyclical Mortality

November 2015

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30 Reads

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155 Citations

American Economic Journal Economic Policy

It is well known that mortality rates are pro-cyclical. In this paper, we attempt to understand why. We find little evidence that cyclical changes in individuals' own employment-related behavior drives the relationship; own-group employment rates are not systematically related to own-group mortality. Further, most additional deaths that occur when the economy is strong are among the elderly, particularly elderly women and those residing in nursing homes. We also demonstrate that staffing in nursing homes moves counter-cyclically. These findings suggest that cyclical fluctuations in the quality of health care may be a critical contributor to cyclical movements in mortality.


A Practitioner’s Guide to Cluster-Robust Inference

March 2015

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1,853 Reads

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2,996 Citations

The Journal of Human Resources

We consider statistical inference for regression when data are grouped into clusters, with regression model errors independent across clusters but correlated within clusters. Examples include data on individuals with clustering on village or region or other category such as industry, and state- year differences- in- differences studies with clustering on state. In such settings, default standard errors can greatly overstate estimator precision. Instead, if the number of clusters is large, statistical inference after OLS should be based on cluster- robust standard errors. We outline the basic method as well as many complications that can arise in practice. These include cluster- specifi c fi xed effects, few clusters, multiway clustering, and estimators other than OLS. © 2015 by the Board of Regents of the University of Wisconsin System.


Numerical simulations of ultrasound-pulmonary capillary interaction

October 2014

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12 Reads

The Journal of the Acoustical Society of America

Although lung hemorrhage (LH) remains the only bioeffect of non-contrast, diagnostic ultrasound (DUS) proven to occur in mammals, a fundamental understanding of DUS-induced LH remains lacking. We hypothesize that the fragile capillary beds near the lungs surface may rupture as a result of ultrasound-induced strains and viscous stresses. We perform simulations of DUS waves propagating in tissue (modeled as water) and impinging on a planar lung surface (modeled as air) with hemispherical divots representing individual capillaries (modeled as water). Experimental ultrasound pulse waveforms of frequencies 1.5–7.5 MHz are used for the simulation. A high-order accurate discontinuity-capturing scheme solves the two-dimensional, compressible Navier-Stokes equations to obtain velocities, pressures, stresses, strains, and displacements in the entire domain. The mechanics of the capillaries are studied for a range of US frequencies and amplitudes. Preliminary results indicate a strong dependence of the total strain on the capillary size relative to the wavelength.


Numerical simulations of ultrasound-lung interaction

April 2014

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7 Reads

The Journal of the Acoustical Society of America

Lung hemorrhage (LH) remains the only bioeffect of non-contrast, diagnostic ultrasound (DUS) proven to occur in mammals. While DUS for lung imaging is routine in critical care situations, a fundamental understanding of DUS-induced LH remains lacking. The objective of this study is to numerically simulate DUS-lung interaction to identify potential damage mechanisms, with an emphasis on shear. Experimentally relevant ultrasound waveforms of different frequencies and amplitudes propagate in tissue (modeled as water) and interact with the lung (modeled as air). Different length scales ranging from single capillaries to lung surface sizes are investigated. For the simulations, a high-order accurate discontinuity-capturing scheme solves the two-dimensional, compressible Navier-Stokes equations to obtain velocities, pressures, stresses and interface displacements in the entire domain. In agreement with theoretical acoustic approximations, small interface displacements are observed. At the lung surface, shear stresses indicative of high strains rates develop and are shown to increase nonlinearly with decreasing ratio of interface curvature to ultrasonic wavelength.


A System for Investigation of Biological Effects of Diagnostic Ultrasound on Development of Zebrafish Embryos

July 2013

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14 Reads

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2 Citations

Zebrafish

Abstract A system for scanning zebrafish embryos with diagnostic ultrasound was developed for research into possible biological effects during development. Two troughs for holding embryos were formed from agarose in a rectangular dish and separated by an ultrasound absorber. A 4.9 MHz linear array ultrasound probe was positioned to uniformly scan all the embryos at the bottom of one trough, with the other used for controls. Zebrafish embryos were scanned continuously from 10-24 h post fertilization (hpf ) during the segmentation period and gross morphological parameters were measured at 30 hpf, including viability, length, number of visible axons, and the progression of the lateral line primordium (LLP). Our initial tests were encumbered by the thermal effects of probe self-heating, which resulted in accelerated development of the zebrafish embryos. After subsequent optimization, our test revealed a significant retardation of primary motor axons and the migration of the LLP in embryos scanned with ultrasound, which indicated a potential for nonthermal effects on neuronal development. This diagnostic ultrasound exposure system is suitable for further investigation of possible subtle bioeffects, such as perturbation of neuronal migration.


The effects of housing and neighborhood conditions on child mortality

October 2012

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68 Reads

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42 Citations

Journal of Health Economics

In this paper we estimate the causal effects on child mortality from moving into less distressed neighborhood environments. We match mortality data covering the period from 1997 to 2009 with information on every child in public housing that applied for a housing voucher in Chicago in 1997 (N=11,680). Families were randomly assigned to the voucher wait list, and only some families were offered vouchers. The odds ratio for the effects of being offered a housing voucher on overall mortality rates is equal to 1.13 for all children (95% CI 0.73-1.70), 1.34 for boys (95% CI 0.85-2.05) and 0.21 for girls (95% CI 0.01-1.04).


Citations (85)


... Transcranial MR-guided focused ultrasound (MRgFUS) is a minimally invasive technique that utilizes magnetic resonance imaging (MRI) combined with precisely targeted ultrasound waves to stimulate or ablate specific regions within the brain, offering immense potential for therapeutic interventions [1,2]. This technology relies on ultrasound wave propagation and tissue interaction to deliver brain-targeted therapies, such as thermal ablation [3], neuromodulation [4], and drug delivery [5]. ...

Reference:

Transcranial magnetic resonance-guided focused ultrasound for neurological applications: industry challenges, innovations, and future directions
Overview of Therapeutic Ultrasound Applications and Safety Considerations: 2024 Update
  • Citing Article
  • November 2024

Journal of ultrasound in medicine: official journal of the American Institute of Ultrasound in Medicine

... As a result, whether non-contributory social pension programmes reduce poverty among older people has emerged as an important policy question. Academic research on large cash transfers to older people in South Africa has proliferated since the pioneering work of Case and Deaton (1998;see Ardington et al. 2009;Bertrand et al. 2003;Duflo 2003;Edmonds et al. 2005;Jensen 2004). Studies on social pensions in Latin America, many of which provide generous benefits to older people, have also emerged (Bando et al. 2020;de Carvalho Filho 2008;Galiani et al. 2016;Juarez 2009). ...

Rearranging the Family?: Income Support and Elderly Living Arrangements in a Low-Income Country
  • Citing Article
  • January 2005

The Journal of Human Resources

... High intensity focused ultrasound directed upward at a liquid surface can produce fountains and atomization, phenomena that can be responsible for tissue fragmentation and might be involved in PCH [15][16][17]23]. We have found that present push pulses (limited to DUS MI<1.9) can produce fountains and atomization at a water or blood air interface [38]. Study of the fountain and atomization phenomena with different DUS modes should help to gauge their importance in PCH. ...

Observation of acoustic fountain generation by diagnostic ultrasound shear wave elastography
  • Citing Article
  • September 2018

The Journal of the Acoustical Society of America

... Measuring the causal effect of air pollution on various mental health outcomes is essential, yet presents considerable challenges. A significant complicating factor is the potential endogeneity issues arising from the concurrent occurrence of economic expansion, elevated stress levels, and worsening air quality (Marques & Lima, 2011;Ruhm, 2005;Stevens et al., 2015;Wang & Tapia Granados, 2019). These interrelated factors can obscure the true extent of pollution's impact on mental health, potentially resulting in underestimations if not properly addressed. ...

The Best of Times, the Worst of Times: Understanding Pro-cyclical Mortality
  • Citing Article
  • November 2015

American Economic Journal Economic Policy

... Sonography induced PCH was shown to be limited to a peripheral depth of 1-2 mm and is related to the size of the transducer. PCH is asymptomatic, does not cause alveolar rupture and does not require interventions [18] [19]. Diagnostic concerns arise, however, due to the fact that PCH can generate LUS signs such as the vertical hyperechoic artefacts B Lines) and White Lung Syndrome (WLS) and may lead to an incorrect presentation of LUS artefacts and therefore diagnosis [11] [13]. ...

Mechanisms for Induction of Pulmonary Capillary Hemorrhage by Diagnostic Ultrasound: Review and Consideration of Acoustical Radiation Surface Pressure
  • Citing Article
  • September 2016

Ultrasound in Medicine & Biology

... We know our data contains some of these confounding factors, such as the differences in hardware configurations. Cluster-robust standard errors are designed to allow for correlation between observations within cluster [53]. Additionally, an unweighted regression of our data would in practice weigh the estimator towards the workloads with the fastest measurement interval and most nodes. ...

A Practitioner’s Guide to Cluster-Robust Inference
  • Citing Article
  • March 2015

The Journal of Human Resources

... For example, Montez and colleagues highlighted a variety of broad state policy domains, including tobacco, labor, immigration, civil rights, and the environment, as being key levers for improving life expectancy. Other work has documented the health and longevity benefits associated with specific policies, including earned income tax credit,31,32 Medicaid expansion,33,34 minimum wage,35,36 and immigrant incorporation policies. 37 Yet, very little is known about how state policy may influence nonmetro-metro disparities within states. ...

Income, The Earned Income Tax Credit, and Infant Health
  • Citing Article
  • July 2012

American Economic Journal Economic Policy

... In fact, similar observations have been documented in the literature. In numerous previous studies, biological effects of MF exposure were, in some cases, detected in a single experiment but were not confirmed in repeat experiments [30,[41][42][43]. In addition, for studies that reported effects induced by MF exposure, the size of the effect was generally small and close to the range of variation in historical controls [19,34]. ...

Developmental Toxicology Evaluation of 60Hz Horizontal Magnetic Fields in Rats
  • Citing Article
  • April 1996

Applied Occupational and Enviromental Hygiene

... Our research is also related to the literature on labor market disparities. Researchers have employed conventional measures of labor market outcomes such as unemployment, job losses and findings, wages, and so on (e.g., Jefferson, 2008;Hoynes et al., 2012;Cajner et al., 2017;Doniger, 2021 ...

Who Suffers During Recessions?
  • Citing Article
  • March 2012

Journal of Economic Perspectives

... Fruit flies exposed to ultrasound during the egg , larval (Child et al. 1981) or pupal stages (Pay et al. 1978(Pay et al. , 1982Pay and Barrick 1987) exhibited reductions in growth, development, survival and/or fertility. Zebrafish embryos exposed to ultrasound had fewer well-developed primary motor axons and retarded development of their lateral line mechanosensory organ (Miller and Zhou 2013). In mice, ultrasound exposure during certain critical periods of gestation retarded growth and development (Hande and Devi 1992;Rao et al. 2006), reduced survival (Hande and Devi 1993) and impaired learning and memory (Devi et al. 1995;Suresh et al. 2002Suresh et al. , 2008. ...

A System for Investigation of Biological Effects of Diagnostic Ultrasound on Development of Zebrafish Embryos
  • Citing Article
  • July 2013

Zebrafish