Detection of road accident accumulation zones with a visual analytics approach

Nowadays, road accidents are a major public health problem, which increase is forecasted if road safety is not treated properly, dying about 1.2 million people every year around the globe. In 2012, Portugal recorded 573 fatalities in road accidents, on site, revealing the largest decreasing of the European Union for 2011, along with Denmark. Beyond the impact caused by fatalities, it was calculated that the economic and social costs of road accidents weighted about 1.17% of the Portuguese gross domestic product in 2010. Visual Analytics allows the combination of data analysis techniques with interactive visualizations, which facilitates the process of knowledge discovery in sets of large and complex data, while the Geovisual Analytics facilitates the exploration of space-time data through maps with different variables and parameters that are under analysis. In Portugal, the identification of road accident accumulation zones, in this work named black spots, has been restricted to annual fixed windows. In this work, it is presented a dynamic approach based on Visual Analytics techniques that is able to identify the displacement of black spots on sliding windows of 12 months. Moreover, with the use of different parameterizations in the formula usually used to detect black spots, it is possible to identify zones that are almost becoming black spots. Through the proposed visualizations, the study and identification of countermeasures to this social and economic problem can gain new grounds and thus the decision- making process is supported and improved.

The relationship between stem vessel parameters and the development of strata in the early stages of secondary forest succession in Amazonia

In order to compare the development of strata in the early stages of secondary forest succession with vessel parameters of the tree species, a forest inventory was carried out in 4-year (Q1: 48 m2), 11-year (Q2: 400 m2) and 20-year (Q3: 400 m2) forests and vessel parameters were investigated from stem cross sections of 18 species obtained in Q2. Thirty three species (21 families), 77 species (35 families), 39 species (20 families) were found in Ql, Q2, Q3, respectively. The percentage of dead individuals, dead stems and the percentage of individuals with multiple stems increased with time after clear cutting. Also, the total D2H of Q3 was 26.1 times that of Q1, and the development of strata started in Q2 and Q3. The image analysis of vessel size, area and number of vessels revealed that species which reach the forest canopy had a large D2H value, vessel diameter and area, while species which remain near the forest floor had smaller ones. Poecilanthe effusa (Huber) Ducke is an example of the latter case, with a large number of individuals and abundant sprouting of new stems from stumps, but with high mortality.

Automatic visual detection of human behavior: a review from 2000 to 2014

Due to advances in information technology (e.g., digital video cameras, ubiquitous sensors), the automatic detection of human behaviors from video is a very recent research topic. In this paper, we perform a systematic and recent literature review on this topic, from 2000 to 2014, covering a selection of 193 papers that were searched from six major scientific publishers. The selected papers were classified into three main subjects: detection techniques, datasets and applications. The detection techniques were divided into four categories (initialization, tracking, pose estimation and recognition). The list of datasets includes eight examples (e.g., Hollywood action). Finally, several application areas were identified, including human detection, abnormal activity detection, action recognition, player modeling and pedestrian detection. Our analysis provides a road map to guide future research for designing automatic visual human behavior detection systems.

Detection of dangerous situations using a smart internet of things system

The Internet of Things (IoT) is a concept that can foster the emergence of innovative applications. In order to minimize parents’s concerns about their children’s safety, this paper presents the design of a smart Internet of Things system for identifying dangerous situations. The system will be based on real time collection and analysis of physiological signals monitored by non-invasive and non-intrusive sensors, Frequency IDentification (RFID) tags and a Global Positioning System (GPS) to determine when a child is in danger. The assumption of a state of danger is made taking into account the validation of a certain number of biometric reactions to some specific situations and according to a self-learning algorithm developed for this architecture. The results of the analysis of data collected and the location of the child will be able in real time to child’s care holders in a web application.

Early loss of splenic Tfh cells in SIV-infected rhesus macaques

Early loss of splenic Tfh cells in SIV-infected rhesus macaques

Real-time monitoring of progression towards renal failure in primary care patients

First published online: December 16, 2014.

Detection of the viable myocardium. A perfusion scintigraphic study, before and after coronary bypass surgery in myocardial infarction patients

OBJECTIVE: To compare single-photon-emission computed tomography (SPECT) imaging scans using 201Tl and 99mTc-MIBI in detection of viable myocardium, in regions compromised by infarction. METHODS: Thirty-two (59.3±9.8 years old and 87% male) myocardial infarction patients were studied. All had Q waves on the ECG and left ventricle ejection fraction of <50%. They underwent coronary and left ventricle angiographies and SPECT before (including 201Tl reinjection) and after coronary artery bypass surgery (CABG). Improvement in perfusion observed after surgery was considered the gold standard for myocardial viability. RESULTS: Among 102 studied regions of the heart, there were 40 (39.2%) areas of transient perfusion defects in the conventional protocol with 201Tl and 52 (51.0%) after reinjection. Therefore, 12/62 (19.4%) more viable regions were identified by reinjection. Using 99mTc-MIBI, only 14 (13.7%) regions with transient defects were identified, all of which were seen also in 201Tl protocols. After surgery, 49 of a total of 93 regions analyzed (52.7%) were viable. Sensitivity, specificity, accuracy, positive and negative prediction values were, respectively, 201Tl SPECT scans - 65.3%, 90.9%, 77.4%, 88.9% and 70.2%, reinjection protocol with 201Tl scans - 81.6%, 81.8%, 81.7%, 83.3% and 80.0%; 99mTc-MIBI SPECT scans - 20.4%, 90.9%, 53.8%, 71.4% and 50.6%. Logistic regression demonstrated that the reinjection protocol with 201Tl was the best predictor of viability (P<0.001). CONCLUSION: Our data suggest the election of 201Tl for viability studies, especially when using the reinjection protocol.

Detection of functional changes of the fetal heart in the first trimester of gestation

The authors consider the possibility of using color Doppler of the ductus venosus and the measurement of nuchal translucency as a screening test for alterations in fetal cardiac functions in the first trimester of gestation. Review of the literature suggests that the combination of the ultrasonographic measurement of nuchal translucency and Doppler at 10 and 14 weeks of gestation can be effective in detecting certain cardiac abnormalities. This conclusion, however, is preliminary and needs to be further investigated.

Simultaneous detection of cyclopiazonic acid and aflatoxin B1 by HPLC in methanol/water mobile phase

A simple procedure for the simultaneous detection of cyclopiazonic acid (CPA) and aflatoxin B1 from fungal extracts is presented, using a methanol and water mobile phase and fluorescence detection. This methodology has been tested with standard solutions of both mycotoxins CPA and Aflatoxin B1 and with methanolic extracts of Aspergillus section Flavi strains, previously characterized for their mycotoxin production profile. Previously available methodology required the use of two different chromatographic runs for these mycotoxins, with distinct columns and detectors (fluorescence detection with a post-column photochemical derivatization (PHRED) for aflatoxin B1 and UV detection for CPA). The proposed method detects both mycotoxins in a single run. Data from these assays will be presented and discussed.

Optimization of peptide nucleic acid fluorescence in situ hybridization (PNA-FISH) for the detection of bacteria: the effect of pH, dextran sulfate and probe concentration

Fluorescence in situ hybridization (FISH) is a molecular technique widely used for the detection and characterization of microbial populations. FISH is affected by a wide variety of abiotic and biotic variables and the way they interact with each other. This is translated into a wide variability of FISH procedures found in the literature. The aim of this work is to systematically study the effects of pH, dextran sulfate and probe concentration in the FISH protocol, using a general peptide nucleic acid (PNA) probe for the Eubacteria domain. For this, response surface methodology was used to optimize these 3 PNA-FISH parameters for Gram-negative (Escherichia coli and Pseudomonas fluorescens) and Gram-positive species (Listeria innocua, Staphylococcus epidermidis and Bacillus cereus). The obtained results show that a probe concentration higher than 300 nM is favorable for both groups. Interestingly, a clear distinction between the two groups regarding the optimal pH and dextran sulfate concentration was found: a high pH (approx. 10), combined with lower dextran sulfate concentration (approx. 2% [w/v]) for Gram-negative species and near-neutral pH (approx. 8), together with higher dextran sulfate concentrations (approx. 10% [w/v]) for Gram-positive species. This behavior seems to result from an interplay between pH and dextran sulfate and their ability to influence probe concentration and diffusion towards the rRNA target. This study shows that, for an optimum hybridization protocol, dextran sulfate and pH should be adjusted according to the target bacteria.

Detection of coronary artery disease based on the calcification index obtained by helical computed tomography

OBJECTIVE: To assess the relation between coronary artery disease and the calcification index on helical computed tomography. METHOD: We studied 22 patients (ages ranging from 40 to 70 years) who underwent coronary angiography because of chest pain suggestive of angina pectoris. Findings on coronary angiography were classified as follows: significant obstructive disease (stenosis > or = 50%), nonobstructive disease (stenosis <50%), and no disease. With no previous knowledge of the results of the coronary angiography and within 7 days, helical computed tomography of the chest was performed. Then, data of the coronary angiography were correlated with the calcification index obtained by helical computed tomography. RESULTS: The sensitivity of helical computed tomography to the presence of significant obstructive lesions on coronary angiography was 87.5%, specificity was 100%, and negative and positive predictive values were 75% and 100%, respectively. The mean calcification index was greater in patients with severe coronary lesions, mainly when involvement of 2 or 3 vessels occurred, than that in patients with no coronary artery disease or with nonobstructive coronary artery lesions (p<0.05). CONCLUSION: Helical computed tomography is an effective method for detecting and quantifying coronary artery calcification, and it has proved to be sensitive to and specific for the noninvasive diagnosis of coronary artery stenosis.

Detection of Altered Risk Factors in Hospitalized Patients with Coronary Artery Disease

OBJECTIVE: To assess biochemical, anthropometric, and dietary variables considered risk factors for coronary artery disease. METHODS: Using anthropometrics, dietary allowance, and blood biochemistry, we assessed 84 patients [54 males (mean age of 55± 8 years) and 30 females (mean age of 57±7 years)], who had severe ( > or = 70% coronary artery obstruction) and nonsevere forms of coronary artery disease determined by cardiac catheterization. The severe form of the disease prevailed in 70% of the males and 64% of the females, and a high frequency of familial antecedents (92% ' 88%) and history of acute myocardial infarction (80% ' 70%) were observed. Smoking predominated among males (65%) and diabetes mellitus among females (43%). RESULTS: Males and females had body mass index and body fat above the normal values. Females with nonsevere lesions had HDL > 35 mg/dL, and this constituted a discriminating intergroup indicator. Regardless of the severity of the disease, hyperglycemia and hypertriglyceridemia were found among females, and cholesterolemia > 200 mg/dL in both sexes, but only males had LDL fraction > 160 mg/dL and homocysteine > 11.7 mmol/L. The male dietary allowance was inadequate in nutrients for homocysteine metabolism and in nutrients with an antioxidant action, such as the vitamins B6, C, and folate. Individuals of both sexes had a higher lipid and cholesterol intake and an inadequate consumption of fiber. The diet was classified as high-protein, high-fat, and low-carbohydrate. CONCLUSION: The alterations found had no association with the severity of lesions, indicating the need for more effective nutritional intervention.

Estudio de la factibilidad del uso de bioindicadores pasivos para la detección selectiva de contaminantes orgánicos. Feasibility study of the use of pasive biomonitors for the selective detection of organic pollutants.

En Argentina, existe escasa información sobre las características y concentración de sustancias orgánicas en la atmósfera y, en particular, la información referida a compuestos polifluorados (como por ej. Ácidos perfluorocarboxílicos, PFCA) es prácticamente nula. Los niveles de concentración de estos compuestos están aumentando de manera alarmante en todo el mundo. Se conoce la elevada toxicidad de algunos de ellos debido a que son bioacumulativos, persistentes en el ambiente y potencialmente cancerígenos. En estos momentos se está investigando cuales son los precursores de estos compuestos en el medio ambiente y los mecanismos involucrados en la generación de los PFCA.El uso de biomonitores constituye una excelente alternativa al monitoreo instrumental automático, especialmente para países en desarrollo porque no requieren la aplicación de tecnologías complicadas y son de muy bajo costo. Con este fin se pretende evaluar la factibilidad del empleo de bioindicadores pasivos para la detección de sustancias orgánicas, entre ellos, alcoholes fluoroteloméricos y ácidos perfluorados y estimar el daño que estos compuestos provocan en los organismos expuestos. Se emplearán dos especies autóctonas de epífitas del género Tilandsia para evaluar modificaciones quimico-fisiológicas provocadas por la exposición a concentraciones conocidas de estos compuestos y la especie Tradescantia pallida para evaluar efectos genotóxicos. Se espera, además estimar las concentraciones ambientales de los compuestos bajo estudio mediante el empleo de biomonitores. En este contexto, el desarrollo de este proyecto tendrá un impacto favorable sobre el medio ambiente ya que sus resultados permitirán conocer la capacidad bioindicadora de especies biomonitoras autóctonas, con el fin de emplearlas para identificar ambientes contaminandos con compuestos orgánicos polifluorados y en un futuro extenderla a la mayor variedad de contaminantes atmosféricos orgánicos posibles. Además, la calibración de biomonitores servirá para realizar seguimientos temporales de este tipo de contaminantes en distintos ambientes en Argentina, o en el lugar donde exista el problema de contaminación.

Detección de circovirus pocino tipo II en cerdos que presentan diarrea en criaderos intensivos. Detection of porcine circovirus type II in pigs that present diarrhea in intensive hatcheries.

Se propone detectar la presencia del agente etiológico circovirus porcino (CVP) en cerdos con diarrea. El cual se considera un patógeno emergente importante asociado a diferentes sindromes y enfermedades porcinas. Se comunicó a nivel internacional en 1997 y en Argentina fue descripto en el 2003 en animales de cria extensiva, aunque se encuentra en los diferentes sistemas de producción. Su presencia causa grandes pérdidas económicas, ya que muchas veces no tiene una sintomatología clínica, sino que se manifiesta subclinicamente. En la provincia de Córdoba no se han realizado estudios sistemáticos para determinar la presencia de circovirus. Además, en animales que presentan diarrea no se ha realizado un relevamiento de la presencia del CVP y su asociación con el cuadro clínico. Diversos investigadores estan viendo la necesidad de incluir al CVP a la hora de pensar en los diagnósticos etiológicos, en aquellos que no solo presentan índices productivos ineficientes sino también que no responden a la terapia antimicrobiana. Es agente causal del Sindrome de Desmedro Posdestete y podria favorecer la acción de otros agentes patógenos que actuarían tanto en Sistema Respirastorio como en Sistema Digestivo. La complejidad del trabajo radica en demostrar lo antes mencionado a traves de las lesiones a observar en los tejidos y la determinación de la presencia del agente. La ejecución de este estudio sería un importante aporte a la producción porcina, en donde este agente produce importantes pérdidas económicas. La metodología, así como los resultados obtenidos serán útiles en la formación de recursos humanos aplicados a la investigación y transferidos directamente a la docencia. Hipotesis: Establecer la presencia del CVP en cerdos con signos clinicos de enteropatías Objetivos: Determinar en cortes histopatológicos de intestino y ganglio mesentério, lesiones compatibles con CVP; Determinar por inmunohistoquímica la presencia del antígeno CVP en las muestras. Identificar las células en las que se encuentre el antígeno. Materiales y método: Muestreo a campo y toma de muestra. En diferentes establecimientos porcinos, de aquellos animales que presenten el cuadro clínico de diarrea, serán elegidos 3 animales aleatoriamente para sacrificio y realización de la técnica de necropsia. Se tomarán muestras de intestino delgado y ganglio mesentérico que serán fijadas en formol; la técnica histopatológica y su lectura tendrán fin de encontrar lesiones compatibles con circovirus porcino tipo II; Realización de la técnica de inmunohistoquímica con anticuerpo monoclonal, para la detección del CVP en los tejidos; Interpretación de resultados; Publicación de los resultados.