Applications of mathematical network theory

This thesis is a collection of papers on a variety of optimization problems where network structure can be used to obtain efficient algorithms. The considered applications range from the optimization of radiation treatment plkans in cancer therapy to maintenance planning for maximizing the throughput in bulk good supply chains

Vocal fold vibratory and acoustic features in fatigued Karaoke singers

Session 3aMU - Musical Acoustics and Speech Communication: Singing Voice in Asian CulturesKaraoke is a popular singing entertainment particularly in Asia and is gaining more popularity in the rest of world. In Karaoke, an amateur singer sings with the background music and video (usually guided by the lyric captions on the video screen) played by Karaoke machine, using a microphone and an amplification system. As the Karaoke singers usually have no formal training, they may be more vulnerable to vocal fatigue as they may overuse and/or misuse their voices in the intensive and extensive singing activities. It is unclear whether vocal fatigue is accompanied by any vibration pattern or physiological changes of vocal folds. In this study, 20 participants aged from 18 to 23 years with normal voice were recruited to participate in an prolonged singing task, which induced vocal fatigue. High speed laryngscopic imaging and acoustic signals were recorded before and after the singing task. Images of /i/ phonation were quantitatively analyzed using the High Speed Video Processing (HSVP) program (Yiu, et al. 2010). It was found that the glottis became relatively narrower following fatigue, while the acoustic signals were not sensitive to measure change following fatigue. © 2012 Acoustical Society of Americapublished_or_final_versio

Patient-specific quality assurance strategies for synthetic computed tomography in magnetic resonance-only radiotherapy of the abdomen

BACKGROUND AND PURPOSE The superior tissue contrast of magnetic resonance (MR) compared to computed tomography (CT) led to an increasing interest towards MR-only radiotherapy. For the latter, the dose calculation should be performed on a synthetic CT (sCT). Patient-specific quality assurance (PSQA) methods have not been established yet and this study aimed to assess several software-based solutions. MATERIALS AND METHODS A retrospective study was performed on 20 patients treated at an MR-Linac, which were selected to evenly cover four subcategories: (i) standard, (ii) air pockets, (iii) lung and (iv) implant cases. The neural network (NN) CycleGAN was adopted to generate a reference sCT, which was then compared to four PSQA methods: (A) water override of body, (B) five tissue classes with bulk densities, (C) sCT generated by a separate NN (pix2pix) and (D) deformed CT. RESULTS The evaluation of the dose endpoints demonstrated that while all methods A-D provided statistically equivalent results (p = 0.05) within the 2% level for the standard cases (i), only the methods C-D guaranteed the same result over the whole cohort. The bulk densities override was shown to be a valuable method in absence of lung tissue within the beam path. CONCLUSION The observations of this study suggested that the use of an additional sCT generated by a separate NN was an appropriate tool to perform PSQA of a sCT in an MR-only workflow at an MR-Linac. The time and dose endpoints requirements were respected, namely within 10 min and 2%

The Impact of Lateral Electron Disequilibrium on Stereotactic Body Radiation Therapy of Lung Cancer

Stereotactic Body Radiation Therapy (SBRT) is an effective treatment option for patients with inoperable early-stage lung cancer. SBRT uses online image-guidance technology [e.g. cone-beam CT (CBCT)] to focus small-fields of high energy x-rays onto a tumour to deliver ablative levels of radiation dose (e.g. 54 Gy) in a few treatment fractions (e.g. 3). For the combination of these treatment parameters and a low density lung, lateral electron disequilibrium (LED) can potentially occur, reducing lung and tumour doses. The goal of this thesis was to determine the impact of LED on stereotactic body radiation therapy for lung cancer. The effect of LED on lung dose distribution was studied using Monte Carlo simulations of a lung slab phantom. The magnitude of lung dose reduction due to LED, and the specific conditions (beam energy, field size, and lung density) that cause the phenomenon, were quantified and could be predicted using a relative depth dose factor (RDDF). The RDDF concept was then used to develop a novel SBRT technique, called LED-optimized SBRT (LED-SBRT), which creates steep dose gradients, caused by intentional LED, to elevate tumour dose, while reducing/maintaining dose levels in healthy lung. Further, the RDDF aided in assessing the accuracy required in CBCT-derived lung density, when applied to adaptive SBRT dose calculations. In this regard, we determined that CBCT image artefacts produced erroneously low lung density, artificially triggering LED, and incorrectly predicting lower lung/tumour dose levels. As a result, CBCT number corrective techniques were developed in order to improve dose calculation accuracy. The results of this thesis provide physicians and physicists with a much better prediction of the radiation dosimetry under disequilibrium conditions, and allow exploration of irradiation conditions that can cause LED. With this knowledge in-mind, competent decisions can be made regarding the choice of dose calculation algorithm, and aid in the design and interpretation of SBRT clinical trials. Furthermore, the outcomes of this work can help launch a new generation of SBRT techniques that exploit LED effects that may offer a dosimetric benefits for selected patients

Ultrasound Imaging

In this book, we present a dozen state of the art developments for ultrasound imaging, for example, hardware implementation, transducer, beamforming, signal processing, measurement of elasticity and diagnosis. The editors would like to thank all the chapter authors, who focused on the publication of this book

A Small Animal Optical Tomographic Imaging System with Omni-Directional, Non-Contact, Angular-Resolved Fluorescence Measurement Capabilities

The overall goal of this thesis is to develop a new non-contact, whole-body, fluorescence molecular tomography system for small animal imaging. Over the past decade, small animal in vivo imaging has led to a better understanding of many human diseases and improved our ability to develop and test new drugs and medical compounds. Among various imaging modalities, optical imaging techniques have emerged as important tools. In particular, fluorescence and bioluminescence imaging systems have opened new ways for visualizing many molecular pathways inside living animals including gene expression and protein functions. While substantial progress has been made in available prototype and commercial optical imaging systems, there still exist areas for further improvement in the outcome of existing instrumentations. Currently, most small animal optical imaging systems rely on 2D planar imaging that provides limited ability to accurately locate lesions deep inside an animal. Furthermore, most existing tomographic imaging systems use a diffusion model of light propagation, which is of limited accuracy. While more accurate models using the equation of radiative transfer have become available, they have not been widely applied to small animal imaging yet. To overcome the limitations of existing optical small animal imaging systems, a novel imaging system that makes use of the latest hardware and software advances in the field was developed. At the heart of the system is a new double-conical-mirror-based imaging head that enables a single fixed position camera to capture multi-directional views simultaneously. Therefore, the imaging head provides 360-degree measurement data from an entire animal surface in one step. Another benefit provided by this design is the substantial reduction of multiple back-reflections between the animal and mirror surfaces. These back reflections are common in existing mirror-based imaging heads and tend to degrade the quality of raw measurement data. Furthermore, the conical-mirror design offers the capability to measure angular-resolved data from the animal surface. To make full use of this capability, a novel equation of radiative transfer-based ray-transfer operator was introduced to map the spatial and angular information of emitted light on the animal surface to the captured image data. As a result, more data points are involved into the image reconstructions, which leads to a higher image resolution. The performance of the imaging system was evaluated through numerical simulations, experiments using a well-defined tissue phantom, and live-animal studies. Finally, the double reflection mirror scheme presented in this dissertation can be cost-effectively employed with all camera-based imaging systems. The shapes and sizes of mirrors can be varied to accommodate imaging of other objects such as larger animals or human body parts, such as the breast, head, or feet

Evolution of Ionizing Radiation Research

The industrial and medical applications of radiation have been augmented and scientific insight into mechanisms for radiation action notably progressed. In addition, the public concern about radiation risk has also grown extensively. Today the importance of risk communication among stakeholders involved in radiation-related issues is emphasized much more than any time in the past. Thus, the circumstances of radiation research have drastically changed, and the demand for a novel approach to radiation-related issues is increasing. It is thought that the publication of the book Evolution of Ionizing Radiation Research at this time would have enormous impacts on the society. The editor believes that technical experts would find a variety of new ideas and hints in this book that would be helpful to them to tackle ionizing radiation

Aerospace Medicine and Biology: A continuing bibliography with indexes (supplement 272)

This bibliography lists 360 reports, articles, and other documents introduced into the NASA scientific and technical information system in May 1985