In vivo measurement and visualization of pelvic position and orientation, and, changes in soft tissue shape and thickness with respect to changes in seating surface shape

Pressure ulcers are volumes of tissue necrosis that evolve after prolonged exposure of skin and soft tissue to the forces of reclining or sitting. They are serious problems for people confined to beds and wheelchairs. Treating them is expensive, and if untreated fatal infections can evolve, so substantial clinical effort is focussed on prevention. However the precise conditions for and mechanisms of ulcer development and evolution are poorly understood, so prevention is largely ad hoc. Current models of pressure ulcer formation and evolution postulate that soft tissue distortion is a more important issue than pressure per se. This thesis reports the development and evaluation of a system that uses reclining MRI, non-invasive measurement of pelvic bone position and orientation, external pressure sensing, and ultrasonic soft tissue thickness sensing to measure the distortions and distortion changes of the various soft tissue layers of the buttocks when a subject sits on a surface of dynamically variable shape. This multi-modality system is required because current volumetric imaging scanners cannot accommodate seated subjects, and they certainly cannot accommodate subjects seated on a dynamically shaped surface. Pressure and thickness data are fused with pelvic bone position and orientation data to yield shapes and thicknesses of skin, fat, and muscle layers as a function of seating contour. Results are rendered on an interactive 3D visual display for qualitative intuition-building by human researchers, and they are analyzed quantitatively to generate functional relationships between subjects and seating contours. The approach is validated by a small pilot study of two healthy subjects and one spinal-cord injured subject. The study concretely explores and evaluates the kinds of comparisons and analyses that can be done. If this pilot study is successfully validated by a large enough future study drawn from a broad enough population, it is apparent that the currently accepted models of soft tissue distortion for seated subjects will need to be revised substantially.

[1]  T. Husain,et al.  An experimental study of some pressure effects on tissues, with reference to the bed-sore problem. , 1953, The Journal of pathology and bacteriology.

[2]  D M Brienza,et al.  Determination of generic body-seat interface shapes by cluster analysis. , 2000, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

[3]  P. Lowthian Notes on the pathogenesis of serious pressure sores. , 1997, British journal of nursing.

[4]  N. Bergstrom,et al.  The Braden Scale for Predicting Pressure Sore Risk , 1987, Nursing research.

[5]  D L Bader,et al.  Early progressive changes in tissue viability in the seated spinal cord injured subject , 1995, Paraplegia.

[6]  Y. T. Lee,et al.  Ultrasonic tissue characterization for coronary care unit patients with acute myocardial infarction. , 1998, Ultrasound in medicine & biology.

[7]  A. Mak,et al.  A large deformation biomechanical model for pressure ulcers. , 1997, Journal of biomechanical engineering.

[8]  James J. Kuffner,et al.  Effective sampling and distance metrics for 3D rigid body path planning , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[9]  H. Kambic,et al.  Evaluation of a Pressure Sore Model Using Monoplegic Pigs , 1995, Plastic and reconstructive surgery.

[10]  D M Brienza,et al.  Seat cushion design for elderly wheelchair users based on minimization of soft tissue deformation using stiffness and pressure measurements. , 1996, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

[11]  K. Parker,et al.  "Sonoelasticity" images derived from ultrasound signals in mechanically vibrated tissues. , 1990, Ultrasound in medicine & biology.

[12]  J M Thijssen,et al.  Detection of diffuse liver disease by quantitative echography: dependence on a Priori choice of parameters. , 1993, Ultrasound in medicine & biology.

[13]  J. Thijssen,et al.  Correlations between acoustic and texture parameters from RF and B-mode liver echograms. , 1993, Ultrasound in medicine & biology.

[14]  E. Feleppa,et al.  Theoretical framework for spectrum analysis in ultrasonic tissue characterization. , 1983, The Journal of the Acoustical Society of America.

[15]  M. Siegel Measurement issues in quantitative ultrasonic imaging , 1997, IEEE Instrumentation and Measurement Technology Conference Sensing, Processing, Networking. IMTC Proceedings.

[16]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[17]  B. Garra,et al.  Assessment of bone density using ultrasonic backscatter. , 1998, Ultrasound in medicine & biology.

[18]  B. Goldberg,et al.  Comparisons of the Rayleigh and K-distribution models using in vivo breast and liver tissue. , 1998, Ultrasound in medicine & biology.

[19]  D M Brienza,et al.  A system for the analysis of seat support surfaces using surface shape control and simultaneous measurement of applied pressures. , 1996, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

[20]  ScienceDirect Archives of physical medicine and rehabilitation , 1953 .

[21]  J. Kisslo,et al.  Influences of ultrasonic machine settings, transducer frequency and placement of region of interest on the measurement of integrated backscatter and cyclic variation. , 1997, Ultrasound in medicine & biology.

[22]  Brenda Arnold Diagnostic Ultrasonics: Principles and Use of Instruments , 1977 .

[23]  J. Sanders,et al.  Skin response to repetitive mechanical stress: a new experimental model in pig. , 1998, Archives of physical medicine and rehabilitation.

[24]  Mel Siegal Measurement issues in quantitative ultrasonic imaging , 1998, IEEE Trans. Instrum. Meas..

[25]  E. Feleppa,et al.  Relationship of Ultrasonic Spectral Parameters to Features of Tissue Microstructure , 1987, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[26]  R. F. Wagner,et al.  Application of autoregressive spectral analysis to cepstral estimation of mean scatterer spacing , 1993, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[27]  G. Kawchuk,et al.  Validation of displacement measurements obtained from ultrasonic images during indentation testing. , 1998, Ultrasound in medicine & biology.

[28]  N Bom,et al.  Ultrasound myocardial integrated backscatter signal processing: frequency domain versus time domain. , 1993, Ultrasound in medicine & biology.

[29]  Y. J. Tejwani,et al.  Robot vision , 1989, IEEE International Symposium on Circuits and Systems,.

[30]  P Karg,et al.  A compound sensor for biomechanical analyses of buttock soft tissue in vivo. , 2000, Journal of rehabilitation research and development.

[31]  Yong-Ping Zheng,et al.  An ultrasound indentation system for biomechanical properties assessment of soft tissues in-vivo , 1995, IEEE Transactions on Biomedical Engineering.

[32]  J. Levine,et al.  Pressure sores: a plan for primary care prevention. , 1989, Geriatrics.

[33]  J. Meunier,et al.  Echographic image mean gray level changes with tissue dynamics: a system-based model study , 1995, IEEE Transactions on Biomedical Engineering.

[34]  I. El-Toraei,et al.  The management of pressure sores. , 1977, The Journal of dermatologic surgery and oncology.

[35]  J M Thijssen,et al.  Quantitative ultrasonic analysis of liver metastases. , 1998, Ultrasound in medicine & biology.

[36]  G A Ksander,et al.  An In‐Depth Look at Pressure Sores Using Monolithic Silicon Pressure Sensors , 1984, Plastic and reconstructive surgery.

[37]  J. Thijssen,et al.  Characterization of echographic image texture by cooccurrence matrix parameters. , 1997, Ultrasound in medicine & biology.

[38]  J Ophir,et al.  Estimating tissue strain from signal decorrelation using the correlation coefficient. , 1996, Ultrasound in medicine & biology.

[39]  C. Sumi,et al.  Estimation of shear modulus distribution in soft tissue from strain distribution , 1995, IEEE Transactions on Biomedical Engineering.

[40]  S M Dinsdale,et al.  Decubitus ulcers: role of pressure and friction in causation. , 1974, Archives of Physical Medicine and Rehabilitation.

[41]  William J. Schroeder,et al.  The Visualization Toolkit , 2005, The Visualization Handbook.

[42]  G. Sommer,et al.  Ultrasonic characterization of tissues via backscatter frequency dependence. , 1997, Ultrasound in medicine & biology.

[43]  J. G. Miller,et al.  Quantification of ultrasonic anisotropy in normal myocardium with lateral gain compensation of two-dimensional integrated backscatter images. , 1993, Ultrasound in medicine & biology.

[44]  K J Parker,et al.  Multilevel and motion model-based ultrasonic speckle tracking algorithms. , 1998, Ultrasound in medicine & biology.

[45]  N. Bergstrom Strategies for preventing pressure ulcers. , 1997, Clinics in geriatric medicine.

[46]  S Akselrod,et al.  A two-dimensional extension of minimum cross entropy thresholding for the segmentation of ultrasound images. , 1996, Ultrasound in medicine & biology.

[47]  R. Daniel,et al.  Etiologic factors in pressure sores: an experimental model. , 1981, Archives of physical medicine and rehabilitation.

[48]  J G Thacker,et al.  Three-dimensional computer model of the human buttocks, in vivo. , 1994, Journal of rehabilitation research and development.

[49]  L From,et al.  Ultrasound backscatter microscope analysis of mouse melanoma progression. , 1996, Ultrasound in medicine & biology.

[50]  Berthold K. P. Horn Robot vision , 1986, MIT electrical engineering and computer science series.

[51]  J. H. Moore,et al.  Quantitative ultrasonic diagnosis of silicone breast implant rupture: an in vitro feasibility study. , 1996, Ultrasound in medicine & biology.

[52]  P M Shankar,et al.  Studies on the use of non-Rayleigh statistics for ultrasonic tissue characterization. , 1996, Ultrasound in medicine & biology.

[53]  G V Cochran,et al.  Subcutaneous interstitial fluid pressure during external loading. , 1981, The American journal of physiology.

[54]  J. Czerniecki,et al.  Circulatory and mechanical response of skin to loading , 1989, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[55]  Yiming Yang,et al.  A Loss Function Analysis for Classification Methods in Text Categorization , 2003, ICML.

[56]  W. McDicken,et al.  Characterisation of atherosclerotic plaque by spectral analysis of intravascular ultrasound: an in vitro methodology. , 1997, Ultrasound in medicine & biology.

[57]  Simon P. Levine,et al.  Tissue Shape and Deformation Versus Pressure as a Characterization of the Seating Interface , 1990 .

[58]  M. Meehan Multisite Pressure Ulcer Prevalence Survey , 1990, Decubitus.

[59]  J.M.A. Lenihan,et al.  Biomechanics — Mechanical properties of living tissue , 1982 .

[60]  E. I. Odell,et al.  Deformations and Stresses in Soft Body Tissues of a Sitting Person , 1978 .

[61]  M Clark,et al.  Measurement of soft tissue thickness over the sacrum of elderly hospital patients using B-mode ultrasound. , 1989, Decubitus.

[62]  Clay J Cockerell,et al.  Decubitus ulcers: A review of the literature , 2005, International journal of dermatology.

[63]  Yiming Yang,et al.  An Evaluation of Statistical Approaches to Text Categorization , 1999, Information Retrieval.

[64]  V Schubert,et al.  The effects of pressure and shear on skin microcirculation in elderly stroke patients lying in supine or semi-recumbent positions. , 1994, Age and ageing.

[65]  F. Turnbull,et al.  Optical assessment of skin blood content and oxygenation. , 2006, Journal of tissue viability.

[66]  R. F. Wagner,et al.  Statistical properties of radio-frequency and envelope-detected signals with applications to medical ultrasound. , 1987, Journal of the Optical Society of America. A, Optics and image science.

[67]  N. P. Reddy Effects of Mechanical Stresses on Lymph and Interstitial Fluid Flows , 1990 .

[68]  G. A. Holloway,et al.  The effect of pressure loading on the blood flow rate in human skin. , 2006, Journal of tissue viability.

[69]  T A Conine,et al.  Clinical trial of foam cushions in the prevention of decubitis ulcers in elderly patients. , 1988, Journal of rehabilitation research and development.

[70]  P.M. Shankar,et al.  Non-Rayleigh statistics of ultrasonic backscattered signals , 1994, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[71]  Takeo Kanade,et al.  Fast and accurate shape-based registration , 1996 .

[72]  Nikhil R. Pal,et al.  On minimum cross-entropy thresholding , 1996, Pattern Recognit..

[73]  S. L. Bridal,et al.  Parametric (integrated backscatter and attenuation) images constructed using backscattered radio frequency signals (25-56 MHz) from human aortae in vitro. , 1997, Ultrasound in medicine & biology.

[74]  E. Feleppa,et al.  Statistical framework for ultrasonic spectral parameter imaging. , 1997, Ultrasound in medicine & biology.

[75]  R. Golub,et al.  Effect of perfusion and blood content on ultrasonic backscattering of liver tissue. , 1993, Ultrasound in medicine & biology.

[76]  G V Cochran,et al.  Interstitial fluid flow as a factor in decubitus ulcer formation. , 1981, Journal of biomechanics.

[77]  A. W. M. van den Enden,et al.  Discrete Time Signal Processing , 1989 .

[78]  M Lee,et al.  A wheelchair cushion designed to redistribute sites of sitting pressure. , 1996, Archives of physical medicine and rehabilitation.

[79]  M. Kosiak,et al.  Etiology and pathology of ischemic ulcers. , 1959, Archives of physical medicine and rehabilitation.

[80]  D. Leotta,et al.  Skin response to mechanical stress: adaptation rather than breakdown--a review of the literature. , 1995, Journal of rehabilitation research and development.

[81]  Keith J. Leland,et al.  Temperature-modulated pressure ulcers: a porcine model. , 1995, Archives of physical medicine and rehabilitation.

[82]  T. G. Cooney,et al.  Pressure sores. , 1984, The Western journal of medicine.

[83]  L. Thibault,et al.  1995 William J. Stickel Gold Award. High strain rate tissue deformation. A theory on the mechanical etiology of diabetic foot ulcerations. , 1995, Journal of the American Podiatric Medical Association.

[84]  In vitro investigation of lymph node metastasis of colorectal cancer using ultrasonic spectral parameters. , 1998, Ultrasound in medicine & biology.

[85]  E J Feleppa,et al.  In vitro diagnosis of axillary lymph node metastases in breast cancer by spectrum analysis of radio frequency echo signals. , 1998, Ultrasound in medicine & biology.

[86]  N. Petersen,et al.  The epidemiology of pressure sores. , 1971, Scandinavian journal of plastic and reconstructive surgery.

[87]  A F Mak,et al.  A biphasic poroelastic analysis of the flow dependent subcutaneous tissue pressure and compaction due to epidermal loadings: issues in pressure sore. , 1994, Journal of biomechanical engineering.

[88]  W. N. McDicken,et al.  Diagnostic Ultrasonics: Principles and Use of Instruments , 1976 .

[89]  Q Zhu,et al.  Wavefront amplitude distribution in the female breast. , 1994, The Journal of the Acoustical Society of America.

[90]  T. Varghese,et al.  Spectral correlation in ultrasonic pulse echo signal processing , 1993, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[91]  Thacker Jg,et al.  Three-dimensional computer model of the human buttocks, in vivo , 1994 .

[92]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[93]  F. Moll,et al.  Ultrasonographic characterization of carotid plaques. , 1998, Ultrasound in medicine & biology.

[94]  J Meunier Tissue motion assessment from 3D echographic speckle tracking. , 1998, Physics in medicine and biology.

[95]  Michael F. Insana,et al.  Analysis of ultrasound image texture via generalized rician statistics , 1986 .

[96]  K.K. Shung,et al.  Scattering of ultrasound from skeletal muscle tissue , 1993, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[97]  P. Fitzgerald,et al.  Non-Rayleigh first-order statistics of ultrasonic backscatter from normal myocardium. , 1993, Ultrasound in medicine & biology.

[98]  K.-C. Chung,et al.  Seat support surface optimization using force feedback , 1993, IEEE Transactions on Biomedical Engineering.

[99]  F. Foster,et al.  Ultrasonic and viscoelastic properties of skin under transverse mechanical stress in vitro. , 1998, Ultrasound in medicine & biology.

[100]  P. Shankar,et al.  Characterization of ultrasonic B-scans using non-Rayleigh statistics. , 1995, Ultrasound in medicine & biology.

[101]  J. B. Reswick,et al.  Experience at Rancho Los Amigos Hospital With Devices and Techniques to Prevent Pressure Sores , 1976 .

[102]  D S Childress,et al.  Indentor tests and finite element modeling of bulk muscular tissue in vivo. , 1996, Journal of rehabilitation research and development.

[103]  J W Hunt,et al.  The subtleties of ultrasound images of an ensemble of cells: simulation from regular and more random distributions of scatterers. , 1995, Ultrasound in medicine & biology.

[104]  Y. Fung,et al.  Biomechanics: Mechanical Properties of Living Tissues , 1981 .

[105]  S. Wilking,et al.  Pressure ulcers. , 1998, Journal of the American Academy of Dermatology.

[106]  J. G. Miller,et al.  Ultrasonic tissue characterization of end-stage dilated cardiomyopathy. , 1995, Ultrasound in medicine & biology.

[107]  Doreen Norton,et al.  An Investigation of Geriatric Nursing Problems in Hospital , 1962 .

[108]  E. Madsen,et al.  Tests of backscatter coefficient measurement using broadband pulses , 1993, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[109]  Y. T. Lee,et al.  Ultrasonic tissue characterization in predicting residual ischemia and myocardial viability for patients with acute myocardial infarction. , 1998, Ultrasound in medicine & biology.

[110]  D. Anthony,et al.  An evaluation of current risk assessment scales for decubitus ulcer in general inpatients and wheelchair users , 1998, Clinical rehabilitation.

[111]  S. Milton Experimental studies on island flaps. II. Ischemia and delay. , 1972, Plastic and reconstructive surgery.

[112]  Dan L. Bader,et al.  Pressure sores : clinical practice and scientific approach , 1990 .

[113]  E. Crelin Atlas of Human Anatomy , 1965, The Yale Journal of Biology and Medicine.

[114]  B. Goldberg,et al.  Using phase information in ultrasonic backscatter for in vivo liver analysis. , 1998, Ultrasound in medicine & biology.

[115]  E J Feleppa,et al.  Comparison of theoretical scattering results and ultrasonic data from clinical liver examinations. , 1988, Ultrasound in medicine & biology.

[116]  F. S. Vinson,et al.  A pulsed Doppler ultrasonic system for making noninvasive measurements of the mechanical properties of soft tissue. , 1987, Journal of rehabilitation research and development.

[117]  Bok Y. Lee,et al.  Surgical Management of Cutaneous Ulcers and Pressure Sores , 1998 .

[118]  T. Noritomi,et al.  Carotid plaque typing by multiple-parameter ultrasonic tissue characterization. , 1997, Ultrasound in medicine & biology.

[119]  K. Shung,et al.  A study of the relationship between mechanical and ultrasonic properties of dystrophic and normal skeletal muscle. , 1995, Ultrasound in medicine & biology.