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M. D. Renna, F. Conversano, P. Pisani, E. Casciaro, L. Quarta, D. Costanza, M. Muratore, S. Casciaro
DIAGNOSTIC ACCURACY OF A NOVEL ULTRASOUND-BASED METHODOLOGY FOR SPINAL DENSITOMETRY ON A COHORT OF NORMAL- AND UNDER-WEIGHT WOMEN

Currently, osteoporosis is mainly diagnosed through dual-energy X-ray absorptiometry (DXA). However, DXA cannot be used for early diagnoses through population mass screenings because of issues related to ionizing radiation employment. This paper describes the diagnostic accuracy of a novel ultrasound (US)-based method to perform spinal densitometry without employing X-rays. The proposed innovative methodology is based on a combined analysis of both echographic images and “raw” radiofrequency US signals. The diagnostic output is represented by the same parameters of DXA (bone mineral density (BMD), T-score, Z-score). The actual effectiveness of the proposed methodology was evaluated on a cohort of 350 normal-weight or underweight (body mass index (BMI) < 25 kg/m²) female patients in the age range 45-65 years by a direct comparison with DXA assumed as gold standard. The accuracy of US-based diagnoses ranged from a maximum of 90.5% to a minimum of 74.1%, corresponding to the youngest and oldest patient age category, respectively, with an average of 84.9%. A good correlation was also found between US-estimated BMD and DXA related values (r = 0.69, p < 0.001). Obtained results demonstrated the high accuracy of the proposed US approach to spinal bone densitometry compared with DXA. This technique has the potential to become a useful and effective tool in clinical practice improving the current approach to osteoporosis diagnosis.

M. Muratore, F. Conversano, M. D. Renna, V. Villani, S. Casciaro
OSTEOPOROTIC FRACTURES: RISK ESTIMATION, POSSIBLE THERAPIES AND RELATED COSTS

Osteoporosis affects about 200 million subjects in the world and is responsible for 8.9 million fractures each year. The combined annual cost of all osteoporotic fractures in Europe has been estimated to be 30 billion Euros. The frequency of osteoporotic fractures is rising in many countries, in particular because of the increased longevity of the population. In Italy, around 4 million of women and more than 800,000 men are exposed to a high fracture risk. The National Healthcare System spends about 500 million Euros for hospitalization and chirurgical treatment of hip fractures and costs related to rehabilitation are even greater. The situation is more critical in southern Italy, where the incidence of elderly people is higher than in the other regions. Therefore, there is a strong need for the assessment of the best practices in prevention and treatment of osteoporosis. In this paper, after an overview of the socioeconomic impact of osteoporosis in Italy, with particular focus on Apulia region, the most important techniques used to assess the fracture risk are briefly described. In general, they fall into two major categories: physical measurement of skeletal mass and assessment of clinical risk factors. Moreover, the most commonly used pharmacological agents for the treatment of osteoporosis are reported. In conclusion, for a correct management of the disease, it would be necessary to encourage the widespread use of cheap and non-invasive screening techniques for early diagnosis of osteoporosis.

R. Franchini, F. Conversano, E. Casciaro, E. Quarta, A. Grimaldi, M. Muratore, S. Casciaro
A NOVEL FULLY AUTOMATIC ALGORITHM FOR ACCURATE VERTEBRAL MORPHOMETRY

Vertebral morphometry is a common clinically-used method for vertebral fracture detection and classification, based on height measurements of vertebral bodies in radiographic images. This method is quantitative and does not require specific operator skills, but its actual accuracy is affected by errors made during the time-consuming manual or semi-automatic measurements. In this paper, we propose an innovative fully automatic approach to vertebral morphometry. A novel algorithm, based on a local phase symmetry measure and an “Active Shape Model”, was implemented and tested on lateral X-ray radiographs of 50 patients. Thoracic and lumbar vertebral bodies in each image were independently segmented and measured by both the automatic algorithm and an experienced radiologist, whose manually-obtained results were assumed as the ground truth. The algorithm showed reasonably low error rates regarding both vertebral localization and morphometric measurements with a sensitivity of 86.5% and a perfect specificity of 100%, because no false positive were present. Furthermore, its performance did not appreciably worsen on poor quality images, emphasizing a significant potential for a prompt translation into clinical routine.

L. Passaquindici, F. Cursano, A. Greco, G. Soloperto, F. Conversano, A. Lay-Ekuakille, S. Casciaro
A NEW COMPACT EQUIPMENT FOR REAL-TIME ACQUISITION AND PROCESSING OF MEDICAL ULTRASOUND SIGNALS

Developing and testing novel ultrasound (US) investigation methods can be made difficult by commercial US echographs. Typically, most devices can export only the echographic images, providing either beamformed RF or demodulated echo-signal for acquisition by an external PC. Powerful but portable high-level commercial integrated circuits would be required in order to obtain access to the raw RF signal. First examples of such systems for ultrasound research are available (i.e. FEMMINA, ULA OP), although they are still far from size minimization. In this work we present a compact platform, consisting of a dedicated electronic board to be coupled with the US beamformer through an integrated analog front-end. Our platform was designed in order to simultaneously manage the RF flow data and to satisfy the following requirements: 1) ensuring that the full dynamic range of analog to digital converter (ADC) is completely exploited in order to maintain the ADC resolution capabilities through an appropriate amplifier, 2) denoising the RF signal input by a specific designed filter, 3) limited size, 4) low cost and 5) plug-and-play connection to the PC via a further USB port. Also, a suitable custom-developed graphical user interface was developed, enabling signal visualization and management of signal processing algorithms through an external PC. The output of an equivalent system, composed by commercially available stand-alone amplifier and ADC components, was assumed as the standard for comparing and grading the performances of our board. Analyzing the output of both systems in the frequency domain, we obtained matching spectra with a difference up to 0.21 dB. The so realized close synergy between hardware and software allows the acquisition and real-time processing of the echographic RF signals with fast data representation, allowing for the complete analysis of particular phenomena upon the study of the interaction between US signals and the investigated target for specific clinical diagnosis (i.e. osteoporosis in the bone tissue, tissue typing applications).

M. Aventaggiato, F. Conversano, E. Casciaro, R. Franchini, A. Lay-Ekuakille, M. Muratore, S. Casciaro
AUTOMATIC SEGMENTATION OF VERTEBRAL INTERFACES IN ECHOGRAPHIC IMAGES

Quantitative ultrasound (QUS) methods for osteoporosis diagnosis potentially provide information about the bone quality and its elastic properties. In this context, a novel ultrasound-based method for spinal and femoral densitometry was developed by our research group. In order to maximize its accuracy, it is very important to properly detect the bone interfaces that will be analyzed as regions of interest (ROIs). A fully automatic segmentation algorithm was developed to select lumbar vertebral interfaces in echographic images and its actual accuracy was assessed in the present work by means of a visual checking carried out by an expert operator. Abdominal US scans of lumbar spine (from L1 to L4) were performed on 100 female subjects (60.5 ± 3.0 years old) with different ranges of body mass index (BMI) (25.8 ± 4.6 kg/m²). During each US scan, 100 frames of radiofrequency (RF) data were stored on a PC hard disk for offline analysis. The operator scanned each vertebra, moving the probe to the next vertebra after 20 seconds. For each acquired RF data frame, the implemented algorithm generated a sectorial echographic image and, if a vertebral interface was detected, it was highlighted on the saved image. The validation procedure was performed by an expert operator previously trained to detect the “optimal” vertebral interfaces for osteoporosis diagnosis. Results showed that the segmentation algorithm had a high specificity (93.4%), which reached its maximum on subjects with BMI < 25 kg/m² (94.2%), thus avoiding the selection of false vertebral interfaces and allowing a good accuracy of osteoporosis diagnosis.

V. Villani, F. Conversano, M. Aventaggiato, F. Chiriacò, M. Muratore, S. Casciaro
IMPLEMENTATION OF A MODEL DATABASE FOR A NOVEL ULTRASONIC APPROACH TO BONE EVALUATION

Osteoporosis is considered as a major public health problem, second only to cardiovascular diseases. The gold standard for its diagnosis is currently represented by dual energy X-ray absorptiometry (DXA), which, however, suffers from some important drawbacks. In order to overcome such limitations, the use of ultrasound (US) techniques has been proposed. In this paper, a novel approach to the diagnosis of osteoporosis through US scans on lumbar spine and proximal femur is described. The approach relies on the estimation of diagnostic parameters by measuring the degree of similarity between the spectra of the raw radiofrequency (RF) echo signals and reference spectral models of osteoporotic or healthy bones. Reference models are representative of the features of either osteoporotic or healthy bone structures and are matched with subject age, sex, ethnic group and body mass index to take into account variations in bone physiological condition and subject anatomy. In this paper, the methods implemented to build the database of reference models and to estimate diagnostic parameters are presented. The performance of the approach was assessed on a total of 145 Caucasian underweight and normal-weighted women with age in the range from 46 to 55. Performance was assessed through direct comparison with DXA results. The obtained median relative error in the estimation of bone mineral density was as low as 9.1% on women aged 51 to 55 years and 12.0% on women with age in the range from 46 to 50 years. Moreover, for the two groups, the estimation error was lower than 20% for 81% and 78.6% of subjects, respectively. Therefore, the proposed method combines the advantages of the use of US techniques with a remarkable diagnostic accuracy, thus lending itself to the possibility of being used for population mass screenings.

S. Casciaro, M. D. Renna, P. Pisani, A. Greco, F. Conversano, M. Muratore
OSTEOPOROSIS: EPIDEMIOLOGY AND AVAILABLE DIAGNOSTIC APPROACHES

Osteoporosis is the most common disorder of bone metabolism, with a high rate of diffusion, especially in the elderly population. The main consequence of osteoporosis is bone fragility, with the consequently increased risk of fracture. Vertebral and hip fractures represent one of the most important causes of morbidity and disability and cause also high economic costs for the National Healthcare Systems. The currently accepted "gold standard" method for osteoporosis diagnosis is represented by the evaluation of bone mineral density (BMD) through dual X-ray absorptiometry (DXA). However, DXA presents some considerable limitations such as the exposition to ionizing radiations, employment of bulky devices and high costs of management. This paper gives an overview of the most widely used X-ray based techniques to perform osteoporosis diagnosis and describes the working principles of non-invasive ultrasound (US) based methods for bone densitometry, underlining the corresponding advantages and limitations for their use in the clinical practice. Moreover, the article illustrates the effectiveness of an innovative US technique, directly applicable on the main anatomical reference sites, in terms of diagnostic accuracy and fracture risk prediction. Early diagnosis is the key to resize the impact of osteoporosis on healthcare systems. Therefore, it would be necessary to encourage the widespread use of quick, cheap and non-invasive screening techniques.

Lars Arendt-Nielsen
NEW TECHNOLOGIES FOR QUANTITATIVE ASSESSMENT OF PAIN: EXPERIMENTAL AND CLINICAL APPLICATIONS

This paper deals with new technologies today used to assess pain in patients with chronic pain. The author describes the state of art concerning the current scenario of pain assessment issue. Attention is focused on Quantitative Sensory Testing (QST) technology used to stimulate pain in order to evaluate the patient sensation and score the perceived pain level. In detail, QST can provide an understanding of the mechanisms involved in pain transduction, transmission, and perception under normal and pathophysiological conditions and provide mechanism-based diagnosis, prevention, and management of pain. A discussion on clinical applications of the above mentioned assessment technique is reported.

Giuseppe Caliano, Luca De Vito, Francesco Paolo Di Candia, Gianluca Mazzilli, Francesco Picariello
Architecture of the Monitoring System designed for an Active Guard Rail

This paper describes the architecture of a monitoring system developed for a Wireless Active Guardrail System (WAGS). A WAGS is a Wireless Sensor Network (WSN) embedded on guardrails along the road infrastructure. The proposed WAGS architecture consists of four levels: Road, Concentrator, Storage and Monitoring. In this paper, an architecture overview of the proposedWAGS is carried out. Furthermore, a wide description of the last three levels is reported. At the road level, the measurements are performed by sensor nodes. Instead, at the Concentrator level, the Concentrator configures each sensor node and collects the measured values. The storage and the presentation of all the measurements have been realized through a multilayer server infrastructure written in Java language. In order to verify the communication protocol and the node configuration, several experimental tests have been performed and the obtained results reported.

Luigi Battaglini, Pietro Burrascano, Alessio De Angelis, Antonio Moschitta, Marco Ricci
A Low-cost Ultrasonic Rangefinder based on Frequency Modulated Continuous Wave

In the present work the performance of a low-cost ultrasonic rangefinder system exploiting linear chirp excitation signal and the Frequency Modulated Continuous Wave technique is analyzed, evaluated in terms of resolution and computational cost , and compared with the results achievable by means of the standard technique based on the matched-filter theory. The system, based on a Voltage Controlled Oscillator and an analog mixer, shifts some of the processing required by the FMCW protocol in the analog domain, strongly relaxing the requirements on the signal sampling rate without reducing the achievable range resolution. The final target is to evaluate the possibility of implementing the FMCW technique in very low cost and hand held devices.

Page 442 of 977 Results 4411 - 4420 of 9762