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1.
Biofouling ; 28(6): 563-9, 2012.
Article in English | MEDLINE | ID: mdl-22694725

ABSTRACT

Doped diamond-like carbon (DLC) coatings offer potential antifouling surfaces against microbial and protein attachment. In particular, stainless steel surgical instruments are subject to tissue protein and resilient prion protein attachment, making decontamination methods used in sterile service departments ineffective, potentially increasing the risk of iatrogenic Creutzfeldt-Jakob disease during surgical procedures. This study examined the adsorption of proteins and prion-associated amyloid to doped DLC surfaces and the efficacy of commercial cleaning chemistries applied to these spiked surfaces, compared to titanium nitride coating and stainless steel. Surfaces inoculated with ME7-infected brain homogenate were visualised using SYPRO Ruby/Thioflavin T staining and modified epi-fluorescence microscopy before and after cleaning. Reduced protein and prion amyloid contamination was observed on the modified surfaces and subsequent decontamination efficacy improved. This highlights the potential for a new generation of coatings for surgical instruments to reduce the risk of iatrogenic CJD infection.


Subject(s)
Amyloid/analysis , Biofouling/prevention & control , Creutzfeldt-Jakob Syndrome/prevention & control , Decontamination/methods , Prions/analysis , Surgical Instruments , Animals , Benzothiazoles , Carbon , Diamond , Equipment Contamination , Fluorescent Dyes , Humans , Iatrogenic Disease/prevention & control , Mice , Mice, Inbred C57BL , Microscopy, Fluorescence , Stainless Steel , Thiazoles
2.
Scand J Rheumatol ; 40(3): 211-6, 2011 May.
Article in English | MEDLINE | ID: mdl-21231806

ABSTRACT

OBJECTIVES: Systemic sclerosis (SSc) is characterized by progressive fibrosis of various organs, and causes hard, tethered, and inelastic skin. The modified Rodnan score is used to quantify skin involvement, but this method is subjective and user dependent. The aim of this study was to test the ability of a new skin torsion device to measure skin elasticity in patients with SSc. METHODS: The study included 16 female SSc patients and 58 healthy controls. Skin elasticity was assessed on the forearms and backs of the hands using a new hand-held device that gently rotates the skin for 15 s to a maximum of 40 deg, and measures the speed of rotation and the angle of rotation at 15 s. Total and localized modified Rodnan scores were also documented. RESULTS: Measurements produced by the skin torsion device had good intra-subject reproducibility, particularly in the control group. The SSc patients had significantly lower skin elasticity than an age-matched subgroup of control subjects, as determined by the median speed of rotation of the device in the hands (1.91 vs. 2.60 deg/s, p < 0.0001) and forearms (1.84 vs. 2.46 deg/s, p < 0.0001), and the rotation at 15 s in the hands (28.6 vs. 39.0 deg, p < 0.0001) and forearms (27.6 vs. 36.9 deg, p < 0.0001). The presence of SSc disease was the only independent predictor of skin elasticity. CONCLUSIONS: This pilot study has shown the potential value of a new skin torsion device to assess skin involvement in patients with SSc.


Subject(s)
Elasticity/physiology , Scleroderma, Systemic/physiopathology , Skin/physiopathology , Adult , Aged , Female , Humans , Middle Aged , Pilot Projects , Scleroderma, Systemic/diagnosis , Skin/pathology , Torsion, Mechanical , Young Adult
3.
J Med Eng Technol ; 33(3): 223-31, 2009.
Article in English | MEDLINE | ID: mdl-19340693

ABSTRACT

The continuous wavelet transform (CWT) is an effective tool when the emphasis is on the analysis of non-stationary signals and on localization and characterization of singularities in signals. We have used the B-spline based CWT, the Lipschitz Exponent (LE) and measures derived from it to detect and quantify the singularity characteristics of biomedical signals. In this article, a real-time implementation of a B-spline based CWT on a digital signal processor is presented, with the aim of providing quantitative information about the signal to a clinician as it is being recorded. A recursive algorithm implementation was shown to be too slow for real-time implementation so a parallel algorithm was considered. The use of a parallel algorithm involves redundancy in calculations at the boundary points. An optimization of numerical computation to remove redundancy in calculation was carried out. A formula has been derived to give an exact operation count for any integer scale m and any B-spline of order n (for the case where n is odd) to calculate the CWT for both the original and the optimized parallel methods. Experimental results show that the optimized method is 20-28% faster than the original method. As an example of applying this optimized method, a real-time implementation of the CWT with LE postprocessing has been achieved for an EMG Interference Pattern signal sampled at 50 kHz.


Subject(s)
Algorithms , Electromyography , Signal Processing, Computer-Assisted , Humans , Models, Theoretical
4.
Colloids Surf B Biointerfaces ; 61(2): 182-7, 2008 Feb 15.
Article in English | MEDLINE | ID: mdl-17897814

ABSTRACT

The high incidence of infections caused by the use of implanted biomedical devices, including catheters, bone fracture fixation pins and heart valves, etc. has a severe impact on human health and health care costs. Diamond-like carbon (DLC) films as biomaterial for medical devices have been attracting great interest due to their excellent properties such as low friction and chemical inertness. It has been demonstrated that the properties of DLC films can be further improved by the addition of selective elements into DLC films. In this paper Si- and N-doped DLC coatings with various silicon and nitrogen contents on 316 stainless steel substrates were prepared by a magnetron sputtering technique. Bacterial adhesion to the modified DLC coatings was evaluated with Pseudomonas aeruginosa (ATCC 33347) which frequently cause medical device infections. The results showed that the addition of N or Si in DLC coatings had a significant influence on bacterial adhesion. In general the modified DLC coatings with N or Si performed better than the pure DLC coatings in inhibiting bacterial adhesion. The bacterial adhesion mechanism on the modified DLC coatings was explained with thermodynamic theory.


Subject(s)
Bacterial Adhesion , Carbon/metabolism , Diamond/metabolism , Pseudomonas aeruginosa/cytology , Microscopy, Atomic Force , Pseudomonas aeruginosa/ultrastructure , Surface Tension
5.
J Colloid Interface Sci ; 280(1): 174-83, 2004 Dec 01.
Article in English | MEDLINE | ID: mdl-15476788

ABSTRACT

Diamond-like carbon (DLC) and tetrahedral amorphous carbon (ta-C) have attracted much attention recently for biomedical and antifouling applications due to their excellent biocompatibility and inherent nonstick properties. It has been demonstrated that the solid surface free energy is a dominant factor in cellular or fouling adhesion. However, few data for the surface free energy of DLC and ta-C coatings at temperatures in the range 37-95 degrees C are available. In this study DLC and ta-C coatings on stainless steel 304 sheets were prepared using an unbalanced magnetron sputtering system and a filtered cathodic vacuum arc system, respectively. The contact angles of water, diiodomethane and ethylene glycol on the coated surfaces at temperatures in the range 20-95 degrees C were measured using a Dataphysics OCA-20 contact angle analyzer. The surface free energy of the coatings and their components (e.g., dispersion, polar or acid/base portions) were calculated using various methods. The experimental results showed that the total surface free energy and dispersive surface free energy of the ta-C coatings, DLC coatings, stainless steel 304 and titanium decreased with increasing surface temperature, while the acid-base SFE component increased with increasing temperature.

6.
Platelets ; 14(2): 103-8, 2003 Mar.
Article in English | MEDLINE | ID: mdl-12745452

ABSTRACT

Both platelet aggregation and white blood cell aggregation are involved in pathological processes such as thrombosis, atherosclerosis and chronic inflammation. People in older age groups are likely to suffer from cardiovascular diseases and may have increased white cell and platelet aggregation which could contribute to this increased risk. This study aimed to compare white cell and platelet aggregation between different age and gender groups. Whole blood white cell aggregation and platelet aggregation were carried out on healthy volunteers using cytometric techniques. It was found that both white cell and platelet aggregation in the elderly group (white cell aggregation median value, 0.08; range, 0.02-0.14; platelet aggregation median value, 0.32; range, 0.1-0.39) were significantly higher (P = 0.017 for white cell aggregation, P = 0.007 for platelet aggregation) than in the younger group (white cell aggregation median value, 0.05; range, 0.01-0.14; platelet aggregation median value, 0.18; range, 0.07-0.36). No significant differences were found between the gender groups.


Subject(s)
Blood Platelets/cytology , Leukocytes/cytology , Platelet Adhesiveness , Adult , Age Factors , Aged , Cell Adhesion , Female , Humans , Male , Middle Aged , Nephelometry and Turbidimetry/instrumentation , Nephelometry and Turbidimetry/methods , Sex Factors
7.
J Biomech ; 34(8): 995-1003, 2001 Aug.
Article in English | MEDLINE | ID: mdl-11448691

ABSTRACT

Stress shielding of the femur is known to be a principal factor in aseptic loosening of hip replacements. This paper considers the use of a hollow stemmed hip implant for reducing the effects of stress shielding, while maintaining acceptably low levels of stress in the cement. Using finite element modelling, the stresses in the proximal femur using different shapes of hollow stem were compared with those produced using comparable sizes of solid stem with different values of elastic modulus. A reduction in stress shielding could be achieved with a hollow stem. A cylindrical hollow stem design was then optimised in order to control the maximum allowable stress in the cement, the minimum allowable stresses in the bone, and a combination of the two. The resulting stems achieved an increase in proximal bone stress of about 15% for the first case and 32% for a model using high strength cement, compared with solid stems of the same nominal outside diameter. The gains of these theoretically optimised designs dropped off rapidly further down the stem. Linearly tapered hollow stems reached a 22% gain, which could be a good compromise between acceptable cement stresses and ease of manufacture.


Subject(s)
Femur/physiology , Hip Prosthesis , Stress, Mechanical , Humans , Prosthesis Design , Weight-Bearing
8.
J Laryngol Otol ; 115(5): 359-62, 2001 May.
Article in English | MEDLINE | ID: mdl-11410124

ABSTRACT

We have developed a prototype middle-ear hearing implant which uses a multilayer piezoelectric actuator. In this series of experiments the actuator was attached to the medial wall of the attic so that it makes contact with the body of the incus. Initial in vitro evaluation has been carried out using a laser vibrometer (Polytec CLV) to measure stapes velocity. Stapes displacement is calculated by mathematical integration. The device used in this way is particularly effective at transmitting high frequency sound to the stapes. When switched off the actuator impairs the transmission of sound to the ossicular chain at low frequencies, but this effect is only 7 dB at most. The stapes displacements resulting from the action of the implant have a linear relationship with the voltages used to drive the system. The high capacitance of the present actuator means that its power requirements are higher than that of other comparable devices. An optimal method of coupling the device to the incus has yet to be identified.


Subject(s)
Deafness/therapy , Ear Ossicles , Hearing Aids , Prostheses and Implants , Acoustic Stimulation , Electric Stimulation , Humans , Prosthesis Design , Temporal Bone
9.
J Acoust Soc Am ; 110(6): 3132-9, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11785814

ABSTRACT

Displacement-frequency characteristics of the stapes footplate were measured in five human temporal bones before and after draining the vestibule. Measurements were made in the 0.125-8 kHz range at 80 dB input sound pressure level, using a laser Doppler vibrometer. A circuit model was also used to predict stapes displacement. The temporal bone studies show a slight decrease in stapes footplate displacement at low frequency, and little change above 1 kHz. The displacement change is not as great as that found by other investigators or predicted by the model. There is little difference in stapes motion in temporal bones when the inner ear is intact or drained.


Subject(s)
Cochlea/physiology , Ear, Middle/physiology , Culture Techniques , Humans , Stapes/physiology , Temporal Bone/physiology
10.
Platelets ; 11(7): 379-87, 2000 Nov.
Article in English | MEDLINE | ID: mdl-11132104

ABSTRACT

The principal physiological function of platelets is to promote haemostasis but they also contribute to thrombosis and atherogenesis. Platelet volume is a marker and possibly a determinant of platelet function in that large platelets are more active than normal sized platelets. Mean platelet volume (MPV), a measure of platelet size, reflects changes in either the level of platelet stimulation or the rate of platelet production. For these reasons, we have developed a sensitive instrument to measure platelet volume, which we believe is more reliable and specific than previously used instruments. It is based on a computer-interfaced Coulter Thrombocytometer and a pulse analyser including a high-speed baseline restorer. We have developed a reproducible method to assay MPV and from the histogram derived the median (MED) and the skewness (SK) values. We have looked at the effects of anticoagulant used and time elapse prior to assay. A normal range has been established for MPV which correlates directly with MED and inversely with SK. The MPV decreases with age but there is no difference between genders. We have demonstrated a negative correlation between whole blood platelet number and MPV and MED, and a direct relationship with the SK of the histogram of the platelet volume.


Subject(s)
Blood Platelets/cytology , Adolescent , Adult , Age Factors , Aged , Case-Control Studies , Cell Size/drug effects , Cell Size/physiology , Child , Electronic Data Processing , Female , Humans , Male , Middle Aged , Platelet Aggregation/drug effects , Platelet Count/instrumentation , Platelet Count/methods , Platelet Function Tests/instrumentation , Platelet Function Tests/methods , Platelet Function Tests/standards , Reproducibility of Results , Sensitivity and Specificity , Sex Factors , Statistics, Nonparametric
11.
BJOG ; 107(9): 1130-7, 2000 Sep.
Article in English | MEDLINE | ID: mdl-11002957

ABSTRACT

OBJECTIVE: To develop and validate a computerised algorithm for the interpretation of the characteristics of fetal heart rate monitoring in labour. DESIGN: Prospective observational study. SETTING: Labour ward in a tertiary hospital. SAMPLE: Intrapartum cardiotocograms from 24 pregnancies. METHODS: A computerised algorithm was developed to assess the fetal heart baseline rate, variability, the number of accelerations and the number of decelerations. Twenty five minute segments of cardiotocograms were interpreted by the algorithm and also by seven expert reviewers independently. The reviewers were unaware of the outcome of labour. The reliability of the characteristics of cardiotocography and the validity of the computerised algorithm were assessed using the intraclass correlation coefficient and weighted kappa statistic for continuous and ordinal variables respectively. RESULTS: The inter rater reliability of the baseline fetal heart rate and the number and type of decelerations was good (intraclass correlation coefficient 0.93, 0.93 and 0.79, respectively). The reliability of baseline variability (kappa = 0.27) and accelerations (intraclass correlation coefficient = 0.27) was poor. The computerised algorithm had good agreement with the reviewers for the baseline fetal heart rate (intraclass correlation coefficient 0.91 to 0.98) and the number of decelerations (intraclass correlation coefficient 0.82 to 0.91), but was less valid as regards the number of late decelerations (intraclass correlation coefficient 0.68 to 0.85) and the number of accelerations (intraclass correlation coefficient 0.06 to 0.80), and was invalid as regards baseline variability (kappa 0.00 to 0.34). CONCLUSIONS: The high level of validity of the computerised algorithm for the estimation of the baseline fetal heart rate and the number of decelerations justifies its further technical development.


Subject(s)
Algorithms , Cardiotocography/standards , Heart Rate, Fetal/physiology , Labor, Obstetric/physiology , Adolescent , Adult , Data Interpretation, Statistical , Female , Humans , Observer Variation , Pregnancy , Prospective Studies
12.
Hear Res ; 145(1-2): 141-8, 2000 Jul.
Article in English | MEDLINE | ID: mdl-10867286

ABSTRACT

An anatomically shaped incus replica prosthesis has been designed to reconstruct the ossicular chain. A series of in vitro studies on human temporal bones evaluated the acoustic performance of this prosthesis and compared it with a Causse partial ossicular replacement prosthesis (PORP). Pure tones in the frequency range 0. 125-8 kHz stimulated the tympanic membrane at sound pressure levels of 80, 90 and 100 dB. Measurements of the stapes footplate velocity were made with a laser interferometer. The acoustic function of the ossicular chain reconstructed with the incus replica prosthesis was found to be within 10 dB of that of the original intact ossicular chain, when both the upper and lower joints of the implant were rigidly fixed in place. It was shown that a rigid mechanical contact between the ossicular prosthesis and ossicles is a prerequisite for effective sound transmission. The anatomically shaped incus prosthesis gave a 15-dB improvement on the PORP at frequencies below 1.5 kHz.


Subject(s)
Incus , Ossicular Prosthesis , Acoustic Stimulation , Cadaver , Ear, Middle/physiopathology , Humans , Interferometry , Lasers , Ossicular Replacement , Stapes/physiology , Temporal Bone/physiopathology , Tympanic Membrane/physiopathology
13.
J Bone Joint Surg Br ; 82(1): 87-9, 2000 Jan.
Article in English | MEDLINE | ID: mdl-10697320

ABSTRACT

To ascertain whether patients with Colles' fracture should be investigated for osteoporosis and the risk of future fractures, we measured the bone mineral density of the distal radius of the other arm in 31 women patients and compared the results with those of a control group of 289 normal women. We divided the patients into two groups, those younger than 66 years and those older. In 25 patients we found values for bone mineral density which were lower than one standard deviation below the mean value for their age. Younger patients had a deficit greater than that expected for their ages. We believe that women with Colles' fracture should be evaluated routinely for osteoporosis, particularly if they are under 66 years of age.


Subject(s)
Bone Density , Colles' Fracture/metabolism , Radius/metabolism , Adult , Age Factors , Aged , Aged, 80 and over , Female , Humans , Middle Aged
14.
J Orthop Trauma ; 12(7): 510-3, 1998.
Article in English | MEDLINE | ID: mdl-9781776

ABSTRACT

OBJECTIVE: To determine the extent to which capacitively coupled electrical stimulation (CCEST) at a long bone fracture site can promote healing of nonunited fractures. DESIGN: Sixteen patients with nonunited fractures of nine to seventy-six months were treated with CCEST. Thirteen patients had previously undergone one or more surgical procedures, and the other three had been given plaster casts. A sixty-three-kilohertz, six-volt peak-to-peak sine wave signal was applied across two forty-millimeter-diameter stainless steel plates placed on the skin at opposite sides of the fracture site. The device was used for up to thirty weeks until either healing occurred or it was removed after this period and considered to have failed. RESULTS: Eleven of the nonunions achieved union at an average of fifteen weeks of stimulation. The only significant factor determining the success of healing was the distance between the plates; a distance of eighty millimeters or less resulted in healing in all cases. Healing was not affected significantly by any of the following factors: whether or not the nonunion had been treated surgically prior to stimulation, whether or not it had been infected, whether or not the patient bore weight after treatment, or by the presence or absence of metal at the fracture site from previous surgery. CONCLUSIONS: These findings confirm those of previous studies that CCEST promotes bone healing of fracture nonunions. The dependence of healing on the interplate distance suggests that maintaining sufficient current across the plates is necessary to allow healing, which for larger bones may be achieved by increasing the area of the plates, the applied voltage, or the excitation frequency of the stimulation signal.


Subject(s)
Electric Stimulation Therapy , Fracture Healing , Fractures, Ununited/therapy , Adolescent , Adult , Electric Conductivity , Female , Femoral Fractures , Humans , Male , Middle Aged , Radius Fractures/therapy , Tibial Fractures/therapy , Ulna Fractures/therapy
15.
J Orthop Trauma ; 12(6): 382-6, 1998 Aug.
Article in English | MEDLINE | ID: mdl-9715444

ABSTRACT

OBJECTIVE: To determine whether the mechanical properties (stiffness and strength) of a new design of internal fixation plate, with reduced bone-to-plate contact area for reducing disturbance to the bone blood supply at the fracture site, are comparable with those of commonly used fracture fixation plates. DESIGN: Four-point bending and torsion tests were conducted to compare the new minimum contact plate (MCP) with two established internal fixation plates: the dynamic compression plate (DCP) and the limited contact dynamic compression plate (LC-DCP). The bending stiffness and strength were determined according to the International Standards Organization bending test for bone plates, and the torsional stiffness and torque to failure were calculated from torsional loading data with the plates attached to synthetic bones. RESULTS: The new MCP plate was significantly stiffer than the other two plates and stronger than the DCP plate in bending (p < 0.01). In torsion, the MCP plate was marginally stiffer (p < 0.11) and significantly stronger (p < 0.01) than the LC-DCP plate and not as stiff and strong as the DCP plate (p < 0.01). CONCLUSIONS: Mechanically, the MCP plate has adequate stiffness and strength for clinical application because it is at least as stiff and strong as one of the commonly used plates under both bending and torsional loading conditions.


Subject(s)
Bone Plates/standards , Fracture Fixation, Internal/instrumentation , Materials Testing , Animals , Elasticity , Equipment Design , Equipment Safety , Evaluation Studies as Topic , Fracture Fixation, Internal/methods , Humans , Stress, Mechanical
16.
Biomaterials ; 19(1-3): 55-60, 1998.
Article in English | MEDLINE | ID: mdl-9678850

ABSTRACT

Silicone elastomers have been used as implants in orthopaedics for replacements of small joints such as the metacarpophalangeal joint. A series of experiments was conducted an axially tensioned silicone elastomer tendon spacer samples to determine whether there is a relationship between stress in the material and image intensity. With increasing load, reduced image intensities were observed using spin echo (SE), gradient echo (GE) and magnetic resonance imaging (MRI) snapshot techniques. MR attenuation was accentuated in the GE experiment. The T1 and T2 snapshot images were dim and showed a low signal-to-noise ratio, so analysis was limited. Changes in magnetic susceptibility are suggested as the mechanism causing reduced image intensity, due to the more pronounced attenuation in the GE image. An alternative mechanism is the alteration of crystallinity during loading, whereby molecular realignment modifies nuclear relaxation. The changes in spin lattice (T1) and spin spin (T2) relaxation times, which would support this, were not, however, satisfactorily demonstrated.


Subject(s)
Magnetic Resonance Imaging/methods , Prostheses and Implants , Silicone Elastomers/chemistry , Image Processing, Computer-Assisted/methods , Magnetic Resonance Spectroscopy/methods , Orthopedic Fixation Devices
17.
J Trauma ; 44(2): 368-71, 1998 Feb.
Article in English | MEDLINE | ID: mdl-9498513

ABSTRACT

BACKGROUND: Emphasis of the advantages of secondary bone healing over primary bone healing has led to a trend of moving from rigid fixation to less-rigid fixation. A reduction in axial stiffness of fixators has been shown to be beneficial to bone healing, and many external fixators have been designed that incorporate axial dynamization. METHODS AND RESULTS: A new axially mobile plate has been designed for long-bone fracture fixation, to give the bone fragments a degree of axial mobility while maintaining bending and torsional stability after fixation. Mechanical bending and torsion tests have been conducted on the axially mobile plate and also on the conventional dynamic compression plate and the limited-contact dynamic compression plate. The results have shown that the new plate is stiffer and stronger in both bending and torsion than at least one of these conventional plates. CONCLUSION: The axially mobile plate has adequate mechanical properties and can be taken forward to clinical trails.


Subject(s)
Bone Plates , Fracture Fixation, Internal/instrumentation , Biomechanical Phenomena , Equipment Design , Humans
18.
Med Eng Phys ; 19(3): 267-72, 1997 Apr.
Article in English | MEDLINE | ID: mdl-9239646

ABSTRACT

Accurate measurement of the height of individual pulses in a signal that is a.c.-coupled is dependent upon correcting a changing baseline to a constant value. A new fast baseline restorer, using internally triggered gated feedback with gain, has been designed and a version optimized for Gaussian-shaped pulses. Performance is dependent on the magnitudes of both the forward and the feedback gains. The design presented can achieve a 0.5% accuracy in pulse height for a minimum pulse width of 2.5 microseconds or for 5 microseconds overlapping pulses as long as the overlap is less than 50%. Typical applications for the baseline restorer include blood cell volume measurement systems, scintillation counters and radiation spectroscopy.


Subject(s)
Blood Cells/cytology , Flow Cytometry/instrumentation , Biomedical Engineering , Cell Size , Electronics, Medical , Equipment Design , Evaluation Studies as Topic , Feedback , Humans
19.
Clin Orthop Relat Res ; (335): 152-61, 1997 Feb.
Article in English | MEDLINE | ID: mdl-9020214

ABSTRACT

A preliminary study was conducted to analyze trabecular patterns in digitized wrist radiographic images from 68 patients (31 males and 37 females), aged from 7 to 93 years. The fast Fourier transform was used to perform the spectral analysis of the distal radius. Three indices were defined to permit quantification of the cancellous structure in terms of the spacing and orientation of bone trabeculae (periodicity): a spectral trabecular index, a longitudinal trabecular index, and a transverse trabecular index. The spectral trabecular index reflects the periodicity of the trabeculae (spacing and orientation), while the other 2 selectively reflect the periodicity of longitudinally and transversely oriented ones. The ratio of the longitudinal and transverse trabecular indices was also studied. The shape of the high magnitude frequencies in the spectrum was crosslike for all patients, implying a preferentially orthogonal 2-dimensional structure for the cancellous bone in the distal end of the radius. The variation of the defined trabecular bone indices with age corresponded with the formation of bone through infancy and adolescence, reaching a peak in adulthood and gradual loss thereafter. This quantification detects structural changes that occur with aging and may therefore be useful in the study of osteoporosis.


Subject(s)
Radius/anatomy & histology , Spectroscopy, Fourier Transform Infrared , Adolescent , Adult , Aged , Aged, 80 and over , Aging , Child , Female , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Osteogenesis , Periodicity , Radius Fractures/pathology
20.
Med Eng Phys ; 18(1): 12-7, 1996 Jan.
Article in English | MEDLINE | ID: mdl-8771034

ABSTRACT

This paper investigates the performance of artificial neural networks for analysing and classifying EMG signals from healthy subjects and patients with myopathic and neuropathic disorders. EMG interference patterns (IP) were recorded under maximum voluntary contraction from the right biceps of a total of 50 subjects. Parameters were obtained from the signals using recognized quantification techniques including turns analysis, small segments analysis and frequency analysis. Supervised networks examined were an improved backpropagation network (IBPN), a radial basis network (RBN), and a learning vector quantization network (INQ). Supervised networks using different combinations of parameters from turns analysis and small segments analysis gave diagnostic yields of 60-80%. Combinations using frequency analysis parameters produced similar results. The performance of unsupervised Self-Organising Feature Maps (SOFM) was generally lower than that of the supervised networks. Including personal data (sex and age) did not improve the overall performance.


Subject(s)
Electromyography , Neural Networks, Computer , Biomedical Engineering , Case-Control Studies , Diagnosis, Computer-Assisted , Electromyography/statistics & numerical data , Evaluation Studies as Topic , Humans , Muscular Diseases/diagnosis , Muscular Diseases/physiopathology , Nervous System Diseases/diagnosis , Nervous System Diseases/physiopathology , Signal Processing, Computer-Assisted
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