LLukas22/scidocs huggingface dataset:
Adaptive models for the recognition of human gesture

Tomorrow’s ubiquitous computing environments will go beyond the keyboard, mouse and monitor paradigm of interaction and will require the automatic interpretation of human motion using a variety of sensors including video cameras. I present several techniques for human motion recognition that are inspired by observations on human gesture, the class of communicative human movement. Typically, gesture recognition systems are unable to handle systematic variation in the input signal, and so are too brittle to be applied successfully in many real-world situations. To address this problem, I present modeling and recognition techniques to adapt gesture models to the situation at hand. A number of systems and frameworks that use adaptive gesture models are presented. First, the parametric hidden Markov model (PHMM) addresses the representation and recognition of gesture families, to extract how a gesture is executed. Second, strong temporal models drawn from natural gesture theory are exploited to segment two kinds of natural gestures from video sequences. Third, a realtime computer vision system learns gesture models online from time-varying context. Fourth, a realtime computer vision system employs hybrid Bayesian networks to unify and extend the previous approaches, as well as point the way for future work. Thesis Supervisor: Aaron F. Bobick Title: Associate Professor College of Computing, Georgia Institute of Technology Thesis Supervisor: Bruce M. Blumberg Title: Assistant Professor of Media Arts and Sciences Program in Media Arts and Sciences Adaptive Models for the Recognition of Human Gesture by Andrew David Wilson The following people served as readers for this thesis: Read by . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Allan D. Jepson Professor of Computer Science Department of Computer Science, University of Toronto Thesis Reader Read by . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . William T. Freeman Senior Research Scientist Mitsubishi Electric Research Labs, Cambridge, MA Thesis Reader
Capsule Endoscopy or Angiography in Patients With Acute Overt Obscure Gastrointestinal Bleeding: A Prospective Randomized Study With Long-Term Follow-Up

OBJECTIVES:Both capsule endoscopy (CE) and angiography have been recommended as first investigation for patients with acute overt obscure gastrointestinal bleeding (OGIB). However, no studies have directly compared the two modalities in patients with overt OGIB. We compared the diagnostic yield and long-term outcomes of patients with overt OGIB randomized to CE or angiogram.METHODS:Consecutive patients presented with acute melena or hematochezia, but nondiagnostic upper and lower endoscopy, were immediately randomized to receive small-bowel CE or angiography. All patients were monitored for rebleeding and anemia for up to 5 years. Primary end point was the diagnostic yield of the assigned investigation. Secondary end points included rebleeding, further transfusion, readmission for bleeding or anemia, and mortality.RESULTS:A total of 60 patients with overt OGIB were randomized. The mean follow-up was 48.5 months. The diagnostic yield of immediate CE was significantly higher than angiography (53.3% vs. 20.0%, P=0.016). The cumulative risk of rebleeding in the angiography and CE group was 33.3% and 16.7%, respectively (P=0.10, log-rank test). There was no significant difference in the long-term outcomes between the two groups including further transfusion, hospitalization for rebleeding, and mortality.CONCLUSIONS:In patients with overt OGIB, immediate CE has higher diagnostic yield and comparable long-term outcomes when compared with angiography.
Concept analysis of reflection in nursing professional development.

AIM
The aim of this concept analysis was to describe attributes, antecedents, and consequences of reflection in nursing professional development, as well as surrogate terms and a model case to inform nursing educators, students, and nurses about developing reflective skills.


METHODS
Rodgers' evolutionary cycle for concept analysis was used. The published work search was conducted using five databases: Education Resources Information Center (ERIC), Medline, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Ichushi, and British Nursing Index. The inclusion criteria were: (i) academic articles; (ii) written in English or Japanese; and (iii) including descriptions about reflection. From the pool of extant published work, 50 articles were selected for the thematic analysis.


RESULTS
For the concept of reflection in nursing professional development, four antecedents were identified: (i) theory and practice gap; (ii) expansion of the role and competency in nursing; (iii) educational and learning needs; and (iv) educational responsibility. The major attribute was the process of learning from experience, and the circular process included emotional reaction, description, internal examination, critical analysis, evaluation, and planning new action. The consequences were transforming new perspective, enhanced communication, professional development, and quality of care.


CONCLUSION
Reflection is used as a method or tool that connects knowledge and experiences. Through the process of reflection, students/nurses become aware of themselves, which helps them review and improve clinical skills. They also become more able to communicate with patients and colleagues. Reflection enhances self-directed learning and professional maturity. Nurses who use reflection can be better positioned to provide excellent patient care.
Extension CT scan: its suitability for assessing fusion after posterior lumbar interbody fusion

Posterior lumbar interbody fusion (PLIF) is a popular procedure for treating lumbar canal stenosis with spinal instability, and several reports concerning fusion assessment methods exist. However, there are currently no definitive criteria for diagnosing a successful interbody fusion in the lumbar spine. We suggested evaluating fusion status using computed tomography (CT) in extension position to detect pseudoarthrosis more precisely. The purpose of this study was to evaluate its usefulness for determining bone union quality after PLIF. Eighty-one patients who underwent PLIF at 97 levels were retrospectively enrolled. The study population included 48 men and 33 women (mean age 58.9 years, range 21–85 years). Patients were followed up for more than 12 months after surgery. The mean follow-up period was 27.6 months (range 14–49 months). Fusion status was evaluated using three ways: flexion–extension radiographs, CT images in flexion and extension position. In the flexion–extension radiographs, mobility of more than 3°, a remaining clear zone, or an uncertain bone connection constituted an incomplete union. For CT images, a remaining clear zone, a gas pattern, or an uncertain bone connection constituted an incomplete union. Flexion–extension radiographs demonstrated a solid fusion in 90.7% of the 97 levels at 10.7 months postoperatively. When fusion was demonstrated on flexion–extension radiographs, the rate of fusion affirmed by flexion CT and extension CT was 87.6 and 69.1% of the levels assessed, respectively. The rate of pseudoarthrosis detected on extension CT images was significantly higher than that on flexion–extension radiographs (P < 0.001) and flexion CT (P < 0.01). The rate of fusion achieved on extension CT was 85.6% at 15.1 months postoperatively. Extension CT could detect pseudoarthrosis more clearly than flexion–extension radiography and flexion CT. The CT images are influenced by body position and dilating anterior disc space in extension CT contributes to detect pseudoarthrodesis. Thus, extension CT was a useful method for assessing fusion status after PLIF.
A novel multiphase fault tolerant high torque density permanent magnet motor drive for traction application

This paper presents a novel five-phase fault tolerant permanent magnet motor drive with higher performance and reliability for use in safety-critical applications. A new machine design is developed for fault tolerant operation without severely comprising the drive performance. Fault tolerance is achieved by employing a new fractional-slot concentrated windings configuration PM motor drive, with each phase electrically, magnetically, thermally and physically independent of all others. The proposed motor drive system poses with higher torque density, negligible cogging torque, and less than plusmn0.5% torque ripple. Power converter requirement are discussed and control strategies to minimize the impact of a machine or converter fault are developed. Beside, all the requirement of a fault tolerant operation, including high phase inductance and negligible mutual coupling between phases are met. Analytical and finite element analysis and comparison case studies are presented
Adolescents' Commitment to Developing Talent: The Role of Peers in Continuing Motivation for Sports and the Arts.

This study was partly funded by a grant from the National Institute of Child Health and Human Development to Drs. Jacquelynne S. Eccles, Rena D. Harold, Phyllis C. Blumenfeld, and Allan Wigfield. An earlier version of this study was presented at the biennial meeting of the Society for Research in Child Development, Washington, DC, in April 1997. 1Assistant Professor, Department of Educational and Psychological Foundations, Northern Illinois University. Received Ph.D. in Education and Psychology from the University of Michigan, Ann Arbor. Research interests include children's and adolescents' motivation, and social processes and contexts that support motivation and engagement. To whom correspondence should be addressed at 225 Graham Hall, Northern Illinois University, DeKalb, IL 60115. Email: hpatrick@niu.edu. 2Assistant Professor, Educational Psychology Department, University of Illinois, Urbana-Champaign. Received Ph.D. in Education and Psychology from the University of Michigan, Ann Arbor. Main research interests are understanding how features of the classroom and peer group context relate to students' achievement beliefs and behaviors, including students' beliefs and behaviors regarding help seeking in the classroom. 3Postdoctoral Research Fellow, Max Planck Institute for Human Development, Berlin, Germany. Received Ph.D. in Education and Psychology from the University of Michigan, Ann Arbor. Main research interests are career development and the school-to-work transition in late adolescence and young adulthood, with particular emphasis on gender and social class. 4Postdoctoral Research Fellow, MacArthur Network for Successful Pathways through Middle Childhood. Received Ph.D. in Education and Psychology from the University of Michigan, Ann Arbor. Research interests are gender role socialization, motivation, and extracurricular participation. 5Graduate Student, Combined Program in Education and Psychology, University of Michigan, Ann Arbor. Research interests are achievement and social motivation, and students' self-presentation in the classroom. 6Professor of Psychology, Women's Studies, and Education, and Research Scientist, Institute for Social Research, University of Michigan. Received her Ph.D. in Developmental Psychology from UCLA. Research interests include gender-role socialization, social development in the family and school context, and classroom influences on student motivation.
Single-Arc IMRT?

The idea of delivering intensity-modulated radiation therapy (IMRT) with a multileaf collimator in a continuous dynamic mode during a single rotation of the gantry has recently gained momentum both in research and industry. In this note we investigate the potential of this Single-Arc IMRT technique at a conceptual level. We consider the original theoretical example case from Brahme et al that got the field of IMRT started. Using analytical methods, we derive deliverable intensity 'landscapes' for Single-Arc as well as standard IMRT and Tomotherapy. We find that Tomotherapy provides the greatest flexibility in shaping intensity landscapes and that it allows one to deliver IMRT in a way that comes close to the ideal case in the transverse plane. Single-Arc and standard IMRT make compromises in different areas. Only in relatively simple cases that do not require substantial intensity modulation will Single-Arc be dosimetrically comparable to Tomotherapy. Compared with standard IMRT, Single-Arc could be dosimetrically superior in certain cases if one is willing to accept the spreading of low dose values over large volumes of normal tissue. In terms of treatment planning, Single-Arc poses a more challenging optimization problem than Tomotherapy or standard IMRT. We conclude that Single-Arc holds potential as an efficient IMRT technique especially for relatively simple cases. In very complex cases, Single-Arc may unduly compromise the quality of the dose distribution, if one tries to keep the treatment time below 2 min or so. As with all IMRT techniques, it is important to explore the tradeoff between plan quality and the efficiency of its delivery carefully for each individual case.
Comparative biological responses to human Sonic, Indian, and Desert hedgehog

A comprehensive comparison of Sonic (Shh), Indian (Ihh), and Desert (Dhh) hedgehog biological activities has not previously been undertaken. To test whether the three higher vertebrate Hh proteins have distinct biological properties, we compared recombinant forms of the N-terminal domains of human Shh, Ihh, and Dhh in a variety of cell-based and tissue explant assays in which their activities could be assessed at a range of concentrations. While we observed that the proteins were similar in their affinities for the Hh-binding proteins; Patched (Ptc) and Hedgehog-interacting protein (Hip), and were equipotent in their ability to induce Islet-1 in chick neural plate explant; there were dramatic differences in their potencies in several other assays. Most dramatic were the Hh-dependent responses of C3H10T1/2 cells, where relative potencies ranged from 80nM for Shh, to 500nM for Ihh, to >5microM for Dhh. Similar trends in potency were seen in the ability of the three Hh proteins to induce differentiation of chondrocytes in embryonic mouse limbs, and to induce the expression of nodal in the lateral plate mesoderm of early chick embryos. However, in a chick embryo digit duplication assay used to measure polarizing activity, Ihh was the least active, and Dhh was almost as potent as Shh. These findings suggest that a mechanism for fine-tuning the biological actions of Shh, Ihh, and Dhh, exists beyond the simple temporal and spatial control of their expression domains within the developing and adult organism.
The social neuroscience of intergroup relations

The social neuroscience approach integrates theories and methods of social psychology and neuroscience to address questions about social behaviour at multiple levels of analysis. This approach has been especially popular in the domain of intergroup relations, in part because this area of research provides a rich context for connecting basic neurocognitive mechanisms to higher-level interpersonal, group, and societal processes. Here I provide a brief description of the social neuroscience approach, and then review research that has used this approach to advance theories of (a) implicit racial bias and their effects on behaviour, (b) the self-regulation of intergroup responses, and (c) prejudice reduction. I also describe how the social neuroscience perspective suggests some important refinements to theoretical conceptions of implicit bias, prejudice control, and prejudice reduction.
Effect of baseline breast density on breast cancer incidence, stage, mortality, and screening parameters: 25-year follow-up of a Swedish mammographic screening.

BACKGROUND
We aimed to quantitatively assess the effect of baseline breast density on the incidence, stage, and mortality, and also the natural course of the disease, considering the sensitivity of mammography to clarify its causal or masking effect.


METHODS
In total, 15,658 women ages 45 to 59 years from the Kopparberg randomized controlled trial in Sweden were prospectively followed from 1977 until 2004 to ascertain breast cancer incidence and death. Dense breast tissue collected at the beginning of the study was defined as pattern IV or V by the Tabár classification. Conventional risk factors were also collected at baseline. The three-state Markov model was used to estimate the preclinical incidence rate and the mean sojourn time given the fixed sensitivity.


RESULTS
Dense breast tissue was significantly associated with breast cancer incidence [relative risk (RR)=1.57 (1.18-1.67)] and with breast cancer mortality [RR=1.91 (1.26-2.91)] after adjusting for other risk factors. Cumulative incidence rates irrespective of nonadvanced and advanced breast cancer were higher in dense breast tissue compared with nondense tissue but no difference in survival was detected between dense and nondense breast tissue. Dense breast tissue had a higher preclinical incidence rate (causal effect) and shorter mean sojourn time (masking effect) compared with nondense breast tissue by controlling the sensitivity of mammography.


CONCLUSION
We corroborated the effect of baseline breast density with a higher incidence and mortality and also showed its contribution to a masking effect with long-term follow-up data.


IMPACT
Results suggest that the screening policy with a predominantly shorter screening interval and with alternative imaging techniques might be indicated in women with dense breast tissue.
LTE security, protocol exploits and location tracking experimentation with low-cost software radio

The Long Term Evolution (LTE) is the latest mobile standard being implemented globally to provide connectivity and access to advanced services for personal mobile devices. Moreover, LTE networks are considered to be one of the main pillars for the deployment of Machine to Machine (M2M) communication systems and the spread of the Internet of Things (IoT). As an enabler for advanced communications services with a subscription count in the billions, security is of capital importance in LTE. Although legacy GSM (Global System for Mobile Communications) networks are known for being insecure and vulnerable to rogue base stations, LTE is assumed to guarantee confidentiality and strong authentication. However, LTE networks are vulnerable to security threats that tamper availability, privacy and authentication. This manuscript, which summarizes and expands the results presented by the author at ShmooCon 2016 [1], investigates the insecurity rationale behind LTE protocol exploits and LTE rogue base stations based on the analysis of real LTE radio link captures from the production network. Implementation results are discussed from the actual deployment of LTE rogue base stations, IMSI catchers and exploits that can potentially block a mobile device. A previously unknown technique to potentially track the location of mobile devices as they move from cell to cell is also discussed, with mitigations being proposed.
Priming of beta-2 agonist and antimuscarinic induced physiological responses induced by 1200<ce:hsp sp=0.25></ce:hsp>mg/day NAC in moderate to severe COPD patients: A pilot study

UNLABELLED
This study evaluated antioxidant modulations of lung physiological-responses to beta-2-agonist and antimuscarinic bronchodilators with 1200mg/day n-acetyl-cysteine (NAC) in a placebo-controlled, randomised, double-blind, parallel-group study, in moderate-very severe COPD patients.


METHODS
15 COPD patients received NAC treatment, while 9 COPD patients received placebo treatment, for 15 days. Pre-and-post salbutamol and ipratopium-bromide lung-physiology responses were measured using body-plethysmography, impulse-oscillometry (IOS) and spirometry before-and-after study treatments.


RESULTS
Compared to pre-treatment, the NAC-treatment significantly enhanced the potential of ipratopium-bromide to reduce functional-residual-capacity (FRC) by nearly 3-folds (mean% FRC-response: pre-NAC: -5.51%±10.42% versus post-NAC: -17.89%±12.94%, p=0.02; mean-absolute FRC-response: pre-NAC: -300ml±450ml versus post-NAC: -770ml±550ml, p=0.02), which was superior to placebo-treatment. The increase in total-lung-capacity response to ipratopium-bromide, although insignificant, was superior with post-NAC treatment versus post-placebo treatment (p=0.049). The salbutamol-response remained unaltered with either treatment.


CONCLUSION
The treatment with 1200mg/day NAC has potential to enhance the bronchodilator ability of antimuscarinic-agents but not beta-2-agonist. However, its clinical application has to be established in large sample-size studies for longer-duration.
Ganglionated plexi ablation for longstanding persistent atrial fibrillation.

AIMS
To study the potential efficacy of ganglionated plexi (GP) ablation in the setting of longstanding persistent atrial fibrillation (AF).


METHODS AND RESULTS
Anatomic ablation at the areas of GP in the left atrium was performed in 89 patients with symptomatic, drug-refractory, persistent AF (71 men, 56 +/- 7 years of age). In 29 patients, a second procedure by means of circumferential pulmonary vein (PV) isolation was performed, and 5 of them were subjected to a third circumferential ablation. At 16 +/- 7 months after the final ablation procedure, 53 (59.6%) of the 89 patients were in sinus rhythm in the absence of antiarrhythmic drug therapy, 5 (5.6%) patients had permanent AF, and 31 (34.8%) patients had paroxysmal AF. The long-term success rate for patients who underwent a single ablation procedure with only GP ablation was 38.2% over a follow-up of 24 +/- 3 months. Independent predictors of later arrhythmia recurrences were left atrial diameter [HR 1.039 (1.00-1.07), P = 0.028] and duration of AF prior to ablation [HR 1.116 (1.02-1.22), P = 0.008].


CONCLUSION
Ganglionated plexi ablation in chronic AF results in long-term maintenance of sinus rhythm in 38.2% of cases. Repeat procedures with circumferential isolation of all PV offer a success rate of 59.6% over a follow-up of 16 +/- 7 months.
Diesel engine fuel injection monitoring using acoustic measurements and independent component analysis

Air-borne acoustic based condition monitoring is a promising technique because of its intrusive nature and the rich information contained within the acoustic signals including all sources. However, the back ground noise contamination, interferences and the number of Internal Combustion Engine ICE vibro-acoustic sources preclude the extraction of condition information using this technique. Therefore, lower energy events; such as fuel injection, are buried within higher energy events and/or corrupted by background noise. This work firstly investigates diesel engine air-borne acoustic signals characteristics and the benefits of joint time-frequency domain analysis. Secondly, the air-borne acoustic signals in the vicinity of injector head were recorded using three microphones around the fuel injector (120° apart from each other) and an Independent Component Analysis (ICA) based scheme was developed to decompose these acoustic signals. The fuel injection process characteristics were thus revealed in the timefrequency domain using Wigner-Ville distribution (WVD) technique. Consequently the energy levels around the injection process period between 11 and 5 degrees before the top dead center and of frequency band 9 to 15 kHz are calculated. The developed technique was validated by simulated signals and empirical measurements at different injection pressure levels from 250 to 210 bars in steps of 10 bars. The recovered energy levels in the tested conditions were found to be affected by the injector pressure settings.