We present Visualization-by-Sketching, a direct-manipulation user interface for designing new data visualizations. The goals are twofold: First, make the process of creating real, animated, data-driven visualizations of complex information more accessible to artists, graphic designers, and other visual experts with traditional, non-technical training. Second, support and enhance the role of human creativity in visualization design, enabling visual experimentation and workflows similar to what is possible with traditional artistic media. The approach is to conceive of visualization design as a combination of processes that are already closely linked with visual creativity: sketching, digital painting, image editing, and reacting to exemplars. Rather than studying and tweaking low-level algorithms and their parameters, designers create new visualizations by painting directly on top of a digital data canvas, sketching data glyphs, and arranging and blending together multiple layers of animated 2D graphics. This requires new algorithms and techniques to interpret painterly user input relative to data "under" the canvas, balance artistic freedom with the need to produce accurate data visualizations, and interactively explore large (e.g., terabyte-sized) multivariate datasets. Results demonstrate a variety of multivariate data visualization techniques can be rapidly recreated using the interface. More importantly, results and feedback from artists support the potential for interfaces in this style to attract new, creative users to the challenging task of designing more effective data visualizations and to help these users stay "in the creative zone" as they work.
In biomechanics studies, researchers collect, via experiments or simulations, datasets with hundreds or thousands of trials, each describing the same type of motion (e.g., a neck flexion-extension exercise) but under different conditions (e.g., different patients, different disease states, pre- and post-treatment). Analyzing similarities and differences across all of the trials in these collections is a major challenge. Visualizing a single trial at a time does not work, and the typical alternative of juxtaposing multiple trials in a single visual display leads to complex, difficult-to-interpret visualizations. We address this problem via a new strategy that organizes the analysis around motion trends rather than trials. This new strategy matches the cognitive approach that scientists would like to take when analyzing motion collections. We introduce several technical innovations making trend-centric motion visualization possible. First, an algorithm detects a motion collection's trends via time-dependent clustering. Second, a 2D graphical technique visualizes how trials leave and join trends. Third, a 3D graphical technique, using a median 3D motion plus a visual variance indicator, visualizes the biomechanics of the set of trials within each trend. These innovations are combined to create an interactive exploratory visualization tool, which we designed through an iterative process in collaboration with both domain scientists and a traditionally-trained graphic designer. We report on insights generated during this design process and demonstrate the tool's effectiveness via a validation study with synthetic data and feedback from expert musculoskeletal biomechanics researchers who used the tool to analyze the effects of disc degeneration on human spinal kinematics.
We present a prop-based, tangible interface for 3D interactive visualization of thin fiber structures. These data are commonly found in current bioimaging datasets, for example second-harmonic generation microscopy of collagen fibers in tissue. Our approach uses commodity visualization technologies such as a depth sensing camera and low-cost 3D display. Unlike most current uses of these emerging technologies in the games and graphics communities, we employ the depth sensing camera to create a fish-tank stereoscopic virtual reality system at the scientist's desk that supports tracking of small-scale gestures with objects already found in the work space. We apply the new interface to the problem of interactive exploratory visualization of three-dimensional thin fiber data. A critical task for the visual analysis of these data is understanding patterns in fiber orientation throughout a volume.The interface enables a new, fluid style of data exploration and fiber orientation analysis by using props to provide needed passive-haptic feedback, making 3D interactions with these fiber structures more controlled. We also contribute a low-level algorithm for extracting fiber centerlines from volumetric imaging. The system was designed and evaluated with two biophotonic experts who currently use it in their lab. As compared to typical practice within their field, the new visualization system provides a more effective way to examine and understand the 3D bioimaging datasets they collect.
Using widely accessible VR technologies, researchers have implemented a series of multimodal spatial interfaces and virtual environments. The results demonstrate the degree to which we can now use low-cost (for example, mobile-phone based) VR environments to create rich virtual experiences involving motion sensing, physiological inputs, stereoscopic imagery, sound, and haptic feedback. Adapting spatial interfaces to these new platforms can open up exciting application areas for VR. In this case, the application area was in-home VR therapy for patients suffering from persistent pain (for example, arthritis and cancer pain). For such therapy to be successful, a rich spatial interface and rich visual aesthetic are particularly important. So, an interdisciplinary team with expertise in technology, design, meditation, and the psychology of pain collaborated to iteratively develop and evaluate several prototype systems. The video at http://youtu.be/mMPE7itReds demonstrates how the sine wave fitting responds to walking motions, for a walking-in-place application.
In this position paper we discuss successes and limitations of current evaluation strategies for scientific visualizations and argue for embracing a mixed methods strategy of evaluation. The most novel contribution of the approach that we advocate is a new emphasis on employing design processes as practiced in related fields (e.g., graphic design, illustration, architecture) as a formalized mode of evaluation for data visualizations. To motivate this position we describe a series of recent evaluations of scientific visualization interfaces and computer graphics strategies conducted within our research group. Complementing these more traditional evaluations our visualization research group also regularly employs sketching, critique, and other design methods that have been formalized over years of practice in design fields. Our experience has convinced us that these activities are invaluable, often providing much more detailed evaluative feedback about our visualization systems than that obtained via more traditional user studies and the like. We believe that if design-based evaluation methodologies (e.g., ideation, sketching, critique) can be taught and embraced within the visualization community then these may become one of the most effective future strategies for both formative and summative evaluations.
We present anchored multi-touch, a technique for extending multi-touch interfaces by using gestures based on both multi-touch surface input and 3D movement of the hand(s) above the surface. These interactions have nearly the same potential for rich, expressive input as do freehand 3D interactions while also having an advantage that the passive haptic feedback provided by the surface makes them easier to control. In addition, anchored multi-touch is particularly well suited for working with 3D content on stereoscopic displays. This paper contributes two example applications: (1) an interface for navigating 3D datasets, and (2) a surface bending interface for freeform 3D modeling. Two methods for sensing the gestures are introduced, one employing a depth camera.
A new visualization system analyzes multidimensional surgical performance databases of information collected via emerging surgical robot and simulator technologies. In particular, it has visualized force, position, rotation, and synchronized video data from 300 bimanual laparoscopic surgery tasks performed by more than 50 surgeons. To explore data, the system uses a multiple-coordinated-views framework. It provides techniques to select and filter multivariate time series data, visualize animated force plots in conjunction with contextual videos, encode multivariate bimanual tool trace data in 3D visualizations, and link visualizations to a database management system via a new generalizable data model. Insights and feedback from an interdisciplinary iterative design process and use case studies support the utility of visualization in this emerging area of data-driven surgical training.
This paper presents Drawing with the Flow, a sketch-based interface for illustrating 2D vector fields. Drawing with the Flow explores the problem of making scientific visualization tools accessible to artists and illustrators, who have a finely tuned visual design sense, but do not typically have the programming or mathematical background required to work with modern visualization algorithms and tools. Using a sketch-based interface that is accessible to illustrations, Drawing with the Flow makes it possible for illustrators to explore new visual designs for streamline placement in order to create illustrations of 2D vector fields, such as simulated fluid flows. The interface includes a method for interpreting hand-drawn marks relative to an underlying vector field, utilizing an "ink-data settling" procedure to subtly maintain an image consistent with the underlying data. A variable-density interactive streamline seeding algorithm tied to sketch-based input is also introduced, and design lessons learned and limitations are discussed. Several example illustration results have been created during sessions ranging from five to twenty-five minutes. The results presented demonstrate different styles of illustration for describing simulated data for 2D flows past a cylinder and 2D flows that include several different types of critical points.
In a four‐year span beginning in the summer of 1921, five new members took their seats on the Supreme Court, and three of those men—the middle three—arrived on the Bench within four months of each other. The first of the five was William Howard Taft, who, upon the death of Edward Douglass White, was named Chief Justice of the United States by President Warren G. Harding. Minnesota corporate lawyer Pierce Butler wrote Taft a genial letter, extending his congratulations and best wishes. “I felicitate you because it is an honor to any man to be chosen to that, the most exalted position in the world, and because no one who is qualified to discharge the duties of the office can fail to rejoice in attaining it. But the country is to be congratulated much more than you are.” 1
The daily intake of total phenolics, total flavonoids and antioxidants in the American diet was estimated from the most common 34 fresh fruit and vegetables and their daily consumption data. Among 14 fruit and 20 vegetables, orange contributed the highest amount of total phenolics [117.1 mg gallic acid equivalent (GAE) person−1 day−1] and antioxidants [146.6 mg vitamin C equivalents (VCE) person−1 day−1]. Orange contributed about 26 and 25% of total phenolics and antioxidant, respectively, in the daily consumption of fruit and vegetables. Apples showed relatively high levels of total phenolics and antioxidant capacity comparable to those of oranges and their phenolics and antioxidants contribution is the second highest. Even though potatoes had lower levels of phenolics and antioxidant capacity, they were third due to the fact that their consumption is the highest (137.9 lb person−1 year−1) in the American diet. Although plums and strawberries were ranked as the group with the highest total phenolics and antioxidant capacity among 34 tested fruit and vegetables, their contributions were relatively low due to their lower daily consumption. Generally, the levels of total phenolics, total flavonoids and antioxidant capacity of fruits were higher than those of vegetables. American daily intake of phenolics, flavonoids and antioxidants from fruits and vegetables was estimated to be 450 mg GAE, 103 mg catechin equivalents and 591 mg VCE, respectively. Although we do not yet know the required minimum daily amounts of antioxidants, when we estimate the daily requirement of antioxidants, we must consider not only the antioxidant concentrations of the particular food, but also the daily intakes of the food. Copyright © 2005 Society of Chemical Industry
Weber's (1958) argument suggests that there are four ideal-types of management, and that conventional management is underpinned by a moral-point-of-view associated with a secularized Protestant Ethic, which can be characterized by its relatively high emphasis on materialism (e.g. productivity, efficiency and profitability) and individualism (e.g. competitiveness). Weber calls on management scholars and practitioners to become aware of their own moral-points-of-view, and to develop management theory and practice that de-emphasizes materialism and individualism. Our paper responds to this challenge, as we draw from an Anabaptist-Mennonite moral-point-of-view to develop a radical ideal-type of management that is characterized by its emphasis on servant leadership, stakeholding, job crafting and sustaincentrism. Implications for management theory and practice are discussed.
A technique for the extraperitoneal removal of the adrenal gland using laparoscopic instrumentation and insufflation is described. A case of Cushing's syndrome in a 42 year old female is presented with successful removal of her adrenal tumour using the laparoscopic method. This is the first report of laparoscopic adrenalectomy employing the extraperitoneal approach.
Postoperative fatigue (POF) appears to be less following laparoscopic surgery but this has not been proven previously. This study compared a group of patients who had undergone open cholecystectomy with a group undergoing laparoscopic cholecystectomy. Postoperative fatigue was found to be decreased in duration in the patients having laparoscopic surgery, returning to pre-operative fatigue levels by 14 days, compared to 28 days for open surgery. Postoperative pain in the first 24h and the early metabolic response to surgery were similar for both groups. The authors conclude that laparoscopic surgery is associated with decreased POF and that this is unlikely to be accounted for by a decrease in the early metabolic response to surgery.
Sixteen otherwise healthy women undergoing cholecystectomy were randomized to receive postoperative analgesia either by continuous infusion of papaveretum (n = 8), or by continuous interpleural infusion of bupivacaine (n = 8). Postoperative pain was assessed by linear analogue and ventilatory capacity. Changes in body protein were measured by in vivo neutron activation analysis. Clinical course was also noted. Pain scores were significantly lower in the interpleural group over the first 48 h (P less than 0.02). Ventilatory capacity was also significantly better for the first 24 h (P less than 0.025). There was no evidence of shortened postoperative ileus; hospital stay and postoperative fatigue were similar for the two groups. Weight and protein losses over a 2 week period were similar in the two groups. It is concluded that the apparent advantages in patient comfort and mobility offered by interpleural infusion are most marked in the first 48 h postoperatively, with an advantage in ventilatory capacity over the first 24 h.
We present the fourth case of antenatally diagnosed choledochal cyst--which was found at 15 weeks' gestation--and its subsequent treatment. We believe that the etiology was distal obstruction.
Reports on the efficacy of the Minnesota Multiphasic Personality Inventory (MMPI) for selecting patients with valid complaints of pain, have been equivocal. The Mensana Clinic Screening Test for Chronic Back Pain Patients (MPT) was able to predict, with some degree of success, patients who had definite organic pathology. However, ther MMPI measures personality traits, while the MPT measures the impact of pain on a patient's life. In order to determine which of the two tests would be a better predictor of actual physical abnormalities, and hence valid pain complaints, a comparison was undertaken between the two tests. The charts of 53 female admissions to the Neurosurgery Service of Johns Hopkins Hospital, with the complaint of back pain, were assessed. MMPI test results, as well as test results for the MPT, were compared to the presence or absence of pathology on electromyography, nerve conduction velocity studies, thermography, myelogram, CT scan, or X-ray. The MPT had a correlation factor of -0.5384, that was significant at the 0.00002 level. Of the 30 patients scoring 17 points or less on the MPT, 77% had objective physical abnormalities, considered moderate or severe by blind review. Of the 23 patients scoring 18 points or greater on the MPT, only 18% had objective physical findings that were considered moderate or severe. Only the depression scale (scale no. 2) of the MMPI correlated with objective physical abnormalities (R = -0.30). However, only 58% of the patients with T scores on scale no. 2 of less than 70 had objective findings, while 56% of patients with T scores greater than 70 had objective physical findings.(ABSTRACT TRUNCATED AT 250 WORDS)
A total of eight lymphoceles developed in six of 22 (27%) prospectively studied patients undergoing pelvic lymphadenectomy for prostatic carcinoma. Ultrasonic characteristics in these eight and in 14 retrospectively studied lymphoceles were evaluated. A location lateral to the urinary bladder was characteristic. The anterior surface of the fluid collections was usually within 3 cm of the anterior abdominal wall. No new lymphoceles developed after the first postoperative month; only one developed after the first 10 postoperative days. Small (cross-sectional area less than 30 cm2), echofree lymphoceles were most likely to result in long-term spontaneous resolution. Large (cross-sectional area greater than 30 cm2) or complex lymphoceles often resulted in complications ultimately requiring surgical intervention.
Massive prostatic enlargment may present with the radiographic appearance of a perivesical mass and pear-shaped bladder. An explanation of this appearance, based on the compouted tomographic findings, is offered. We discuss the differential diagnosis.