Faculty Bibliography

We present an improvement of an automated generic methodology for symmetry identification, asymmetry quantification, and segmentation of brain pathologies, utilizing the inherent bi-fold mirror symmetry in brain imagery. In the pipeline of operations starting with detection of the symmetry axis, hemisphere-wise cross registration, statistical correlation and quantification of asymmetries, we segment a target brain pathology. The detection of pathological difference left to right in brain imagery is complicated by normal variations as well as geometric misalignment in anatomical structures between two hemispheres. Introducing hemisphere-wise registration and spatial correlation makes our approach perform robustly in the presence of normal asymmetries and systematic artifacts such as bias field and acquisition noise.

We propose a novel method to automatically compute the symmetry plane and correct the 3D orientation of patient brain images. Many images of the brain are clinically unreadable because of the misalignment of the patient's head in the scanner. We proposed an algorithm that represents the brain volume as a re-parameterized surface point cloud where each location has been parameterized by its elevation (latitude), azimuth (longitude) and radius. The removal of the interior contents of the brain makes this approach perform robustly in the presence of the brain pathologies, e.g. tumor, stroke and bleed. Thus, we decompose the symmetry plane computation problem into a surface matching routine. The search for the best matching surface is implemented in a multi-resolution paradigm so as to decrease computational time considerably. Spatial affine transform then is performed to rotate the 3D brain images and align them within the coordinate system of the scanner. The corrected brain volume is re-sliced such that each planar image represents the brain at the same axial level.

The Adhesive Removal (sticky-tape) test is a commonly used test of somatosensory dysfunction following cerebral ischemia in rats. This test requires several days of pre-training prior to surgery, which can be time consuming. We present our results with an improved version of the sticky-tape test. Male Wistar rats were subjected to either sham surgery (n = 4) or right middle cerebral artery occlusion (rMCAo) using an intraluminal filament (n = 9), followed by a 10-day survival period. On post-operative days (POD) 1, 3, 7, and 10 animals underwent both the conventional sticky-tape test (CST) with measurement of the time to remove the stimulus (trs), as well as a modified sticky-tape test (MST), in which a non-removable tape sleeve was placed around the animal's paw. Time spent attending to this stimulus (tas) was recorded. Despite 3 days of pre-training, animals undergoing baseline CST still exhibited marked variability in pre-operative baseline test performance (trs range 1-60s). In contrast, animals undergoing MST for the first time demonstrated nearly uniformly excellent performance (% tas range 91.5-98.5% of the 30s testing period). Although, affected (left) limb performance on both CST (6.8-fold increase in trs on POD 1 compared to baseline) and MST (100% decrease in tas on POD 1 compared to baseline) was markedly altered by rMCAo, CST performance declined bilaterally, and no significant differences in the ratio of affected (left) and unaffected (right) limb performance between sham-operated and rMCAo animals were observed at any time point. In contrast, the ratio of left to right performance on the MST was significantly different at all time points (P<0.01). In conclusion, we present a simple modification of the widely used Adhesive Removal test and provide evidence that this test can accurately assess neurological dysfunction in rodents, not only with minimal pre-training, but also with improved localization of the side of injury.

RATIONALE AND OBJECTIVES/OBJECTIVE:Perfusion-weighted computed tomography (CTP) is a relatively recent innovation that estimates a value for cerebral blood flow (CBF) using a series of axial head CT images tracking the time course of a signal from an intravenous contrast bolus. MATERIALS AND METHODS/METHODS:CTP images were obtained using a standard imaging protocol and were analyzed using commercially available software. A novel computer-based method was used for objective quantification of side-to-side asymmetries of CBF values calculated from CTP images. RESULTS:Our method corrects for the inherent variability of the CTP methodology seen in the subarachnoid hemorrhage (SAH) patient population to potentially aid in the diagnosis of cerebral vasospasm (CVS). This method analyzes and quantifies side-to-side asymmetry of CBF and presents relative differences in a construct termed a Relative Difference Map (RDM). To further automate this process, we have developed a unique methodology that enables a computer to delineate vascular territories within a brain image, regardless of the size and shape of the brain. CONCLUSIONS:While both the quantification of image symmetry using RDMs and the automated assignment of vascular territories were initially designed for the analysis of CTP images, it is likely that they will be useful in a variety of applications.

OBJECTIVE:Decompressive hemicraniectomy has been proposed as a potential treatment strategy in patients with poor-grade aneurysmal subarachnoid hemorrhage presenting with focal intracerebral hemorrhage causing significant mass effect. Although hemicraniectomy improves overall survival rates, the long-term quality of life (QoL) for survivors in this patient population has not been reported. METHODS:Using adjudicated outcome assessments, we compare long-term clinical outcomes and QoL between a group of patients with poor-grade aneurysmal subarachnoid hemorrhage receiving decompressive hemicraniectomy (n=12) and a control group of similar patients managed more conservatively (n=10). RESULTS:Patients receiving decompressive hemicraniectomy experienced a statistically insignificant decrease in short-term mortality compared with controls (25 versus 42%); however, long-term QoL in hemicraniectomy survivors was generally poor. Furthermore, hemicraniectomy patients did not experience an increase in mean quality-adjusted life years over control patients (2.31 versus 2.22 yr). CONCLUSION/CONCLUSIONS:Decompressive hemicraniectomy prolongs short-term survival in patients with poor-grade aneurysmal subarachnoid hemorrhage with associated intracerebral hemorrhage; however, this trend is not statistically significant, and the overall QoL experienced by survivors is poor. Decompressive hemicraniectomy may be indicated if performed early in a select subset of patients. On the basis of our preliminary data, large prospective studies to investigate this issue further may not be warranted.