Rigid and non-rigid point-based medical image registration

The primary goal of this dissertation is to develop point-based rigid and non-rigid image registration methods that have better accuracy than existing methods. We first present point-based PoIRe, which provides the framework for point-based global rigid registrations. It allows a choice of different search strategies including (a) branch-and-bound, (b) probabilistic hill-climbing, and (c) a novel hybrid method that takes advantage of the best characteristics of the other two methods. We use a robust similarity measure that is insensitive to noise, which is often introduced during feature extraction. We show the robustness of PoIRe using it to register images obtained with an electronic portal imaging device (EPID), which have large amounts of scatter and low contrast. To evaluate PoIRe we used (a) simulated images and (b) images with fiducial markers; PoIRe was extensively tested with 2D EPID images and images generated by 3D Computer Tomography (CT) and Magnetic Resonance (MR) images. PoIRe was also evaluated using benchmark data sets from the blind retrospective evaluation project (RIRE). We show that PoIRe is better than existing methods such as Iterative Closest Point (ICP) and methods based on mutual information. We also present a novel point-based local non-rigid shape registration algorithm. We extend the robust similarity measure used in PoIRe to non-rigid registrations adapting it to a free form deformation (FFD) model and making it robust to local minima, which is a drawback common to existing non-rigid point-based methods. For non-rigid registrations we show that it performs better than existing methods and that is less sensitive to starting conditions. We test our non-rigid registration method using available benchmark data sets for shape registration. Finally, we also explore the extraction of features invariant to changes in perspective and illumination, and explore how they can help improve the accuracy of multi-modal registration. For multimodal registration of EPID-DRR images we present a method based on a local descriptor defined by a vector of complex responses to a circular Gabor filter.

Bryan Delius (MS student, left) takes a small muscle plug from a bull shark with the help of Derek Burkholder (PhD student, right), Shark River

This material is based upon work supported by the National Science Foundation through the Florida Coastal Everglades Long-Term Ecological Research program under Cooperative Agreements #DBI-0620409 and #DEB-9910514. This image is made available for non-commercial or educational use only.

The effect of the business cycle on the performance of socially responsible equity mutual funds

The current study applies a two-state switching regression model to examine the behavior of a hypothetical portfolio of ten socially responsible (SRI) equity mutual funds during the expansion and contraction phases of US business cycles between April 1991 and June 2009, based on the Carhart four-factor model, using monthly data. The model identified a business cycle effect on the performance of SRI equity mutual funds. Fund returns were less volatile during expansion/peaks than during contraction/troughs, as indicated by the standard deviation of returns. During contraction/troughs, fund excess returns were explained by the differential in returns between small and large companies, the difference between the returns on stocks trading at high and low Book-to-Market Value, the market excess return over the risk-free rate, and fund objective. During contraction/troughs, smaller companies offered higher returns than larger companies (ci = 0.26, p = 0.01), undervalued stocks out-performed high growth stocks (h i = 0.39, p <0.0001), and funds with growth objectives out-performed funds with other objectives (oi = 0.01, p = 0.02). The hypothetical SRI portfolio was less risky than the market (bi = 0.74, p <0.0001). During expansion/peaks, fund excess returns were explained by the market excess return over the risk-free rate, and fund objective. Funds with other objectives, such as balanced funds and income funds out-performed funds with growth objectives (oi = −0.01, p = 0.03). The hypothetical SRI portfolio exhibited similar risk as the market (bi = 0.93, p <0.0001). The SRI investor adds a third criterion to the risk and return trade-off of traditional portfolio theory. This constraint is social performance. The research suggests that managers of SRI equity mutual funds may diminish value by using social and ethical criteria to select stocks, but add value by superior stock selection. The result is that the performance of SRI mutual funds is very similar to that of the market. There was no difference in the value added among secular SRI, religious SRI, and vice screens.

School Efficacy and Educational Leadership: How Principals Help Schools Get Smarter

Schools become learning communities when both teachers and students exert extraordinary commitment and performance. When shared leadership between administrators and teachers is fostered, students benefit academically. This is called school efficacy. In this action-research paper, two principals in low-performing, high-poverty urban schools share their recommendations for fostering higher student achievement, making their respective schools smarter.

Parents’ Comfort Level: Does it Reflect in the Help They Provide Their Children During Home Learning?

In recent years the literature on parental involvement and how it affects children during home learning has emphasized the relevance of promoting student achievement through parental involvement. Research points to a strong connection on the positive effects for families, children, and school when schools extend themselves to parents and involve them to support their children’s development and learning (Olsen & Fuller, 2003) Consequently, the purpose of this research is to attempt to investigate if parents’ comfort level with reading reflects the help that they provide their children at home with their home learning. Our goal is to increase parents’ level of efficacy in relation to helping their children with home learning as it relates to the reading benchmarks.

School of Medicine Initiative: How you can help (June 2004)

Press Release from the School of Medicine Initiative published June 2004.

School of Medicine Initiative: How you can help (Aug. 2004)

Press Release from the School of Medicine Initiative published August 2004.

School of Medicine Initiative: How you can help (Oct. 2004)

Press Release from the School of Medicine Initiative published October 2004.

School of Medicine Initiative: How you can help (Jan. 2005)

Press Release from the School of Medicine Initiative published January 2005.

Can Executive Skills Help Underachieving Bilingual Students? Pedagogical Implications

The author explores solutions for bilingual students’ underachievement by embedding elements of executive functioning into bilingual education. Based on analysis of theoretical perspectives, the author recommends teaching executive functions to bilingual students. Implications indicate the importance of embedding executive functions in curriculum development, textbook compiling, and instruction.

FIU Medical Library Help Desk

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Restaurant Marquees: A Help or Hindrance'?

The marquee is one of the most common and cost-effective forms of advertising, but it can be a restaurant's worst enemy. Here are some surprising facts about its use and misuse.

Could Relatedness Help Explain Why Individuals Lead in Bottlenose Dolphin Groups?

In many species, particular individuals consistently lead group travel. While benefits to followers often are relatively obvious, including access to resources, benefits to leaders are often less obvious. This is especially true for species that feed on patchy mobile resources where all group members may locate prey simultaneously and food intake likely decreases with increasing group size. Leaders in highly complex habitats, however, could provide access to foraging resources for less informed relatives, thereby gaining indirect benefits by helping kin. Recently, leadership has been documented in a population of bottlenose dolphins (Tursiops truncatus) where direct benefits to leaders appear unlikely. To test whether leaders could benefit indirectly we examined relatedness between leader-follower pairs and compared these levels to pairs who associated but did not have leader-follower relationship (neither ever led the other). We found the average relatedness value for leader-follower pairs was greater than expected based on chance. The same was not found when examining non leader-follower pairs. Additionally, relatedness for leader-follower pairs was positively correlated with association index values, but no correlation was found for this measure in non leader-follower pairs. Interestingly, haplotypes were not frequently shared between leader-follower pairs (25%). Together, these results suggest that bottlenose dolphin leaders have the opportunity to gain indirect benefits by leading relatives. These findings provide a potential mechanism for the maintenance of leadership in a highly dynamic fission-fusion population with few obvious direct benefits to leaders.