Hand X-ray absorptiometry for measurement of bone mineral density on a slot-scanning X-ray imaging system

Includes bibliographical references.Bone mineral density (BMD) is an indicator of bone strength. While femoral and spinal BMDs are traditionally used in the management of osteoporosis, BMD at peripheral sites such as the hand has been shown to be useful in evaluating fracture risk for axial sites. These peripheral locations have been suggested as alternatives to the traditional sites for BMD measurement. Dual-energy X-ray absorptiometry (DXA) is the gold standard for measuring BMD due to low radiation dose, high accuracy and proven ability to evaluate fracture risk. Computed digital absorptiometry (CDA) has also been shown to be very effective at measuring the bone mass in hand bones using an aluminium step wedge as a calibration reference. In this project, the aim was to develop algorithm s for accurate measurement of BMD in hand bones on a slot - scanning digital radiography system. The project assess e d the feasibility of measuring bone mineral mass in hand bones using CDA on the current system. Images for CDA - based measurement were acquired using the default settings on the system for a medium sized patient. A method for automatic processing of the hand images to detect the aluminium step wedge, included in the scan for calibration, was developed and the calibration accuracy of the step wedge was evaluated. The CDA method was used for computation of bone mass with units of equivalent aluminium thickness (mmA1). The precision of the method was determined by taking three measurements in each of 1 6 volunteering subjects and computing the root - mean - square coefficient of variation (CV) of the measurements. The utility of the method was assessed by taking measurements of excised bones and assessing the correlation between the measured bone mass and ash weight obtained by incinerating the bones. The project also assessed the feasibility of implementing a DXA technique using two detectors in a slot-scanning digital radiography system to acquire dual-energy X-ray images for measuring areal and volumetric BMD of the middle phalanx of the middle finger. The dual-energy images were captured in two consecutive scans. The first scan captured the low- energy image using the detector in its normal set-up. The second scan captured the high- energy image with the detector modified to include an additional scintillator to simulate the presence of a second detector that would capture the low-energy image in a two-detector system. Scan parameters for acquisition of the dual-energy images were chosen to optimise spectral separation, entrance dose and image quality. Simulations were carried out to evaluate the spectral separation of the low- and high-energy spectra

Diagnostic Performance of convolutional neural networks for dental sexual dimorphism

Convolutional neural networks (CNN) led to important solutions in the field of Computer Vision. More recently, forensic sciences benefited from the resources of artificial intelligence, especially in procedures that normally require operator-dependent steps. Forensic tools for sexual dimorphism based on morphological dental traits are available but have limited performance. This study aimed to test the application of a machine learning setup to distinguish females and males using dentomaxillofacial features from a radiographic dataset. The sample consisted of panoramic radiographs (n = 4003) of individuals in the age interval of 6 and 22.9 years. Image annotation was performed with V7 software (V7labs, London, UK). From Scratch (FS) and Transfer Learning (TL) CNN architectures were compared, and diagnostic accuracy tests were used. TL (82%) performed better than FS (71%). The correct classifications of females and males aged ≥ 15 years were 87% and 84%, respectively. For females and males < 15 years, the correct classifications were 80% and 83%, respectively. The Area Under the Curve (AUC) from Receiver-operating Characteristic (ROC) curves showed high classification accuracy between 0.87 and 0.91. The radio-diagnostic use of CNN for sexual dimorphism showed positive outcomes and promising forensic applications to the field of dental human identification

SCINTIGRAPHIC EVALUATION OF THE CHEEK TEETH IN CLINICALLY SOUND HORSES

In dieser prospektiven, deskriptiven Querschnitts- und Pilotstudie sollten die Radioisotopen-Aufnahmemuster (radioisotope uptake - RU) der Reservekrone und des parodontalen Knochens der Ober- und Unterkieferbackenzähne (CT) bei klinisch gesunden Pferden beschrieben und die Auswirkungen des Alters auf die RU bewertet werden.:Table of Contents Abbreviations: .......................................................................................................... VI 1. Introduction ........................................................................................................ 1 2. Literature overview ............................................................................................ 3 2.1. Evolution of equine dentistry ......................................................................... 3 2.2. Epidemiology of equine dental pathology ..................................................... 5 2.3. Diagnostic imaging modality and equine dental disorders ............................ 5 2.4. Bone scintigraphy as diagnostic tool of equine dental disorders .................. 6 2.5. Literature review of equine dental scintigraphy ............................................ 8 3. Publication ........................................................................................................ 10 Scintigraphic evaluation of the cheek teeth in clinically sound horses ............ 10 3.1. Author contributions .................................................................................... 11 3.2. Abstract ....................................................................................................... 12 3.3. Introduction ................................................................................................. 12 3.4. Material and methods ................................................................................. 14 3.4.1. Subject selection ...................................................................................... 14 3.4.2. Scintigraphic examination ........................................................................ 14 3.4.3. Pilot study ................................................................................................ 15 3.4.4. Image processing and analysis ................................................................ 16 3.4.5. Statistical analysis .................................................................................... 16 3.5. Results ........................................................................................................ 17 3.6. Discussion .................................................................................................. 18 3.7. References ................................................................................................. 22 4. Discussion ........................................................................................................ 31 4.1. Animals ....................................................................................................... 31 4.2. Methodology ............................................................................................... 31 4.3. Results ........................................................................................................ 33 4.4. Study limitation ........................................................................................... 38 4.5. Clinical relevance ........................................................................................ 38 5. Zusammenfassung .......................................................................................... 40 6. Summary ........................................................................................................... 42 7. References ........................................................................................................ 44 8. Acknowledgements ......................................................................................... 51This prospective, cross-sectional, descriptive and pilot-designed study aimed to describe the radioisotope uptake (RU) patterns of the reserved crown and periodontal bone of the maxillary and mandibular cheek teeth (CT) in clinically sound horses and to evaluate the age effect on RU. For this purpose, 60 horses that underwent a bone scintigraphy for reason unrelated to head were included and divided equally into four age groups.:Table of Contents Abbreviations: .......................................................................................................... VI 1. Introduction ........................................................................................................ 1 2. Literature overview ............................................................................................ 3 2.1. Evolution of equine dentistry ......................................................................... 3 2.2. Epidemiology of equine dental pathology ..................................................... 5 2.3. Diagnostic imaging modality and equine dental disorders ............................ 5 2.4. Bone scintigraphy as diagnostic tool of equine dental disorders .................. 6 2.5. Literature review of equine dental scintigraphy ............................................ 8 3. Publication ........................................................................................................ 10 Scintigraphic evaluation of the cheek teeth in clinically sound horses ............ 10 3.1. Author contributions .................................................................................... 11 3.2. Abstract ....................................................................................................... 12 3.3. Introduction ................................................................................................. 12 3.4. Material and methods ................................................................................. 14 3.4.1. Subject selection ...................................................................................... 14 3.4.2. Scintigraphic examination ........................................................................ 14 3.4.3. Pilot study ................................................................................................ 15 3.4.4. Image processing and analysis ................................................................ 16 3.4.5. Statistical analysis .................................................................................... 16 3.5. Results ........................................................................................................ 17 3.6. Discussion .................................................................................................. 18 3.7. References ................................................................................................. 22 4. Discussion ........................................................................................................ 31 4.1. Animals ....................................................................................................... 31 4.2. Methodology ............................................................................................... 31 4.3. Results ........................................................................................................ 33 4.4. Study limitation ........................................................................................... 38 4.5. Clinical relevance ........................................................................................ 38 5. Zusammenfassung .......................................................................................... 40 6. Summary ........................................................................................................... 42 7. References ........................................................................................................ 44 8. Acknowledgements ......................................................................................... 5

Valid 3D surface superimposition references to assess facial changes during growth.

Currently, the primary techniques applied for the assessment of facial changes over time utilize 2D images. However, this approach has important limitations related to the dimensional reduction and the accuracy of the used data. 3D facial photography has been recently introduced as a risk-free alternative that overcomes these limitations. However, the proper reference areas that should be used to superimpose serial 3D facial images of growing individuals are not yet known. Here, we tested various 3D facial photo superimposition reference areas and compared their outcomes to those of a standard anterior cranial base superimposition technique. We found that a small rectangular area on the forehead plus an area including the middle part of the nose and the lower wall of the orbital foramen provided comparable results to the standard technique and showed adequate reproducibility. Other reference areas that have been used so far in the literature were less reliable. Within the limitations of the study, a valid superimposition reference area for serial 3D facial images of growing individuals is suggested. The method has potential to greatly expand the possibilities of this highly informative, risk free, and easily obtained 3D tool for the assessment of facial changes in growing individuals

Pelvic kinematics as confounding factor for cam hip impingement

The purpose of this thesis was to explore a range of biomechanical factors linked to the development of symptoms and potentially early onset hip OA in people with cam hip impingement. This was achieved through shape analysis on 3D bone models (segmented from medical images), and motion analysis performed during walking and squatting. Following ethical approval, kinematic and morphological variables were obtained from 19 pre-operative hip impingement patients and 18 healthy controls, and these were compared between groups. Patients demonstrated reduced neck-shaft-angles (-6.0°, p<.01) and increased anterior pelvic tilt during gait (+3.2°, p=.04) which are thought to predispose to impingement by decreasing the proximity between the cam and acetabular rim and making abutment more likely. The transverse pelvic plane is used to measure pelvic tilt during motion analysis, it is therefore interesting that the angle between the transverse and anterior pelvic plane is increased (+4.6°, p=.03) in patients, emphasising that the interplay between shape and function is a priority for further research. Avoidance of hip extension (-5.9°, p<.01) was also observed, which could be a compensatory mechanism to prevent further damages to the hip. Furthermore, large cams are thought to act as a mechanical constraint and limit rotation movement allowed within the acetabulum, as demonstrated by reduced peak hip internal rotation (during squat, -8.5°, p=.03). Controls were regrouped based on morphology to allow comparison between asymptomatic (CAM-; n=11) and symptomatic (CAM+, n=16) cams. Symptomatic cams have an increased width (+41.4°, p<.01), and start more superiorly (-29.4°, p<.01). Increased sagittal pelvic mobility (e.g. during a squat; -11.2° for CAM+, p<.01) is thought to be protective against hip impingement symptoms, as during high flexion angles the pelvic tilts backwards reducing the risk of abutment. These findings highlight the need to establish thresholds taking confounding factors into account.Open Acces

Skeletal sexing standards of human remains in Turkey

The identification of victims involved in mass fatality incidents, as well as the identification of unknown individuals in criminal cases has become an increasingly important issue nowadays. Sex assessment represents a key point in forensic evaluations due to its significance in providing biological identity. Even though the availability of documented skeletal remains to forensic practitioners is a common practice in many countries, in Turkey, contemporary documented skeletal remains are not available for this purpose. For this reason, studies have been focused on living populations. Previous research has shown that modern technologies such as CT scanning present very promising potential in establishing new standards for contemporary populations. Therefore, the main aim of this project was to examine the application of the measurements taken from 3D CT images of the femur in order to assess sex, and to contribute to the establishment of discriminant function equations for the Turkish population for forensic applications. The accuracy and reproducibility of imaging methods in the assessment of the measurements taken from femora are essential when estimating sex. This research also concentrated on determining the accuracy and repeatability of CT measurements, using the femur. Prior to primary data collection, a preliminary study was performed in an effort to test the reliability of the femur measurements. The results of reliability analysis indicated no significant difference between the three observations of each measurement. Thus, the methodology employed in the current study appears reliable and reproducible. In addition, a validation study was conducted to determine the linear measurement accuracy of the 3D volume rendering models derived from a medical CT scanner and the influence of different reconstruction parameters. The differences between measurements obtained from dry bones and their 3D volume rendered models were also evaluated. The results from this study indicated that there were no statistically significant differences between measurements taken from different reconstruction parameters and measurements obtained from CT images and drybones. Using the CT data, volume-rendering function (VR), 3D Curved Multiplanar reconstruction (MPR), and Scout View on OsiriX were employed in order to compare the accuracy and reliability of each rendering method and to determine which technique is optimal for linear measurements. Overall, the measurements taken from the 3D Volume Rendering images had the highest intra-observer reliability when compared to the other two rendering methods. This research study produced data and interpretations that will inform on and improve population specific standards of sex assessment from three-dimensional postcranial osteometric landmarks. Additionally, this research is believed to provide value for a developing discipline of forensic anthropology, and integrate within the existing systems of criminal investigation and disaster victim identification practices in Turkey. A Turkish sample population, consisting of 300 adult hospital patients was examined via the interpretation of CT reconstructed images using the OsiriX software. The 3D reconstructions were then created using the volume-rendering function in OsiriX (v.5.6.). Following the 3D reconstruction, an image of each femur was segmented from the surrounding bones to ensure the correct usage of landmarks as accurately as possible. Thirteen measurements were acquired using a 3D viewer after being located and marked on each CT reconstructed femora. These thirteen anthropometric parameters were measured and analysed by basic descriptive statistics and discriminant analysis methods using the SPSS 21.0 software package. The intra-observer variation was assessed by obtaining the intraclass correlation coefficient in order to evaluate the accuracy of the linear measurements taken. Asymmetry was also tested. The results indicated that an accuracy of 92.3% was acquired from a combination of six of the measurements, and the Femur Vertical Diameter of Neck (FVDN) measurement was found to be the most dimorphic with 88.0% accuracy