Real-time crowd density mapping using a novel sensory fusion model of infrared and visual systems

Crowd dynamic management research has seen significant attention in recent years in research and industry in an attempt to improve safety level and management of large scale events and in large public places such as stadiums, theatres, railway stations, subways and other places where high flow of people at high densities is expected. Failure to detect the crowd behaviour at the right time could lead to unnecessary injuries and fatalities. Over the past decades there have been many incidents of crowd which caused major injuries and fatalities and lead to physical damages. Examples of crowd disasters occurred in past decades include the tragedy of Hillsborough football stadium at Sheffield where at least 93 football supporters have been killed and 400 injured in 1989 in Britain's worst-ever sporting disaster (BBC, 1989). Recently in Cambodia a pedestrians stampede during the Water Festival celebration resulted in 345 deaths and 400 injuries (BBC, 2010) and in 2011 at least 16 people were killed and 50 others were injured in a stampede in the northern Indian town of Haridwar (BBC, 2011). Such disasters could be avoided or losses reduced by using different technologies. Crowd simulation models have been found effective in the prediction of potential crowd hazards in critical situations and thus help in reducing fatalities. However, there is a need to combine the advancement in simulation with real time crowd characterisation such as the estimation of real time density in order to provide accurate prognosis in crowd behaviour and enhance crowd management and safety, particularly in mega event such as the Hajj. This paper addresses the use of novel sensory technology in order to estimate people’s dynamic density du ring one of the Hajj activities. The ultimate goal is that real time accurate estimation of density in different areas within the crowd could help to improve the decision making process and provide more accurate prediction of the crowd dynamics. This paper investigates the use of infrared and visual cameras supported by auxiliary sensors and artificial intelligence to evaluate the accuracy in estimating crowd density in an open space during Muslims Pilgrimage to Makkah (Mecca)

Knee contact forces are not altered in early knee osteoarthritis.

OBJECTIVE: This study calculated knee contact forces (KCF) and its relations with knee external knee adduction moments (KAM) and/or flexion moments (KFM) during the stance phase of gait in patients with early osteoarthritis (OA), classified based on early joint degeneration on Magnetic Resonance Imaging (MRI). We aimed at assessing if altered KCF are already present in early structural degeneration. DESIGN: Three-dimensional motion and ground reaction force data in 59 subjects with medial compartment knee OA (N=23 established OA, N=16 early OA, N=20 controls) were used as input for a musculoskeletal model. KAM and KFM, and KCF were estimated using OpenSim software. RESULTS: No significant differences were found between controls and subjects with early OA. In early OA patients, KAM significantly explained 69% of the variance associated with the first peaks KCF but only KFM contributed to the second peaks KCF. The multiple correlation, combining KAM and KFM, showed to be higher. However, only 20% of the variance of second peak KCF was explained by both moments in established OA. CONCLUSION: KCF are not increased in patients with early OA, suggesting that knee joint overload is more a consequence of further joint degeneration in more advanced stages of OA. Additionally, our results clearly show that KAM is not sufficient to predict joint loading at the end of the stance, where KFM contributes substantially to the loading, especially in early OA

Optimisation of octinyl succinic anhydride starch stablised w1/o/w2 emulsions for oral destablisation of encapsulated salt and enhanced saltiness

Sodium (salt) was encapsulated within the inner water phase of w1/o/w2 food emulsions externally stabilised by starch particles with the ultimate aim of enhancing saltiness perception. The physical properties of the starch particles were modified by octenyl succinic anhydride (OSA) treatment (0 - 3 %) to vary the degree of hydrophobicity of the emulsifying starch. During oral processing native salivary amylase hydrolysed the starch and destabilised the o/w emulsion releasing the inner w/o phase and subsequently sodium into the oral cavity, resulting in a salty taste. Whilst increasing OSA treatment levels increased the stability of the emulsion, intermediate or low levels of starch modification resulted in enhanced saltiness. It is therefore proposed that 1.5% OSA modified starch is optimal for sodium delivery and 2% OSA modified starch is optimal for sodium delivery in systems that require greater process stability. It is also shown that sodium release was further enhanced by oral processing and was positively correlated with native amylase activity. The results demonstrate a promising new approach for the reduction of salt or sugar in emulsion based foods

Small molecules, big targets: drug discovery faces the protein-protein interaction challenge.

Protein-protein interactions (PPIs) are of pivotal importance in the regulation of biological systems and are consequently implicated in the development of disease states. Recent work has begun to show that, with the right tools, certain classes of PPI can yield to the efforts of medicinal chemists to develop inhibitors, and the first PPI inhibitors have reached clinical development. In this Review, we describe the research leading to these breakthroughs and highlight the existence of groups of structurally related PPIs within the PPI target class. For each of these groups, we use examples of successful discovery efforts to illustrate the research strategies that have proved most useful.JS, DES and ARB thank the Wellcome Trust for funding.This is the author accepted manuscript. The final version is available from Nature Publishing Group via http://dx.doi.org/10.1038/nrd.2016.2

National Research and Education Networks to Support Telemedicine and Telehealth

National Research and Education Networks (NRENs) worldwide are expanding capacities, including collaboration amongst teams of health scientists to create academic telehealth communities that bridge science, technology, innovation, education, assistance, and federal health authorities to discuss, seek funding and work together. The World Health Organisation promotes Universal Health Coverage (UHC) as a goal for equitable access to health services without pushing people to poverty. UHC has been adopted by the United Nations General Assembly as one of the health targets under Goal 3 on health. Using information and communication technologies to bring healthcare to people in remote areas and to those who need health services most is one of the objectives of UHC. RUTE is the Brazilian Telemedicine University Network programme, coordinated by the NREN RNP (Rede Nacional de Ensino e Pesquisa) . In September 2015 RUTE launched its 118th Telemedicine Unit, all of them located in university and teaching hospitals all over the 27 Brazilian states. Fifty-five special interest groups (SIGs) in health specialties operate over the collaborative network model with 2 to 3 scientific videoconferenced sessions every day, amongst 150 participating institutions. Last year the programme published its second book on its impact in the Brazilian Telehealth initiative as well as in Latin America. As quoted in the foreword: “It is an example of what a country can and has done and what lessons the world can learn from them.” This paper provides insight regarding the development and evaluation of the programme and may provide thoughts and even guidance to policy makers

Mortality attributable to diets low in fruits, vegetables, and whole grains in Brazil in 2019: evidencing regional health inequalities.

ObjectiveThe objective of this study was to describe non-communicable disease (NCD) mortality attributable to diets low in whole grains, fruits, and vegetables in Brazil in 2019.Study designEcological study.MethodsData from the Global Burden of Disease 2019 for adults aged ≥25 years of both sexes in Brazil and its 27 states were used to estimate the intake of fruits, vegetables, and whole grains; the NCD mortality attributable to these dietary risk factors; and the correlation between socio-demographic index (SDI), the age-standardised mortality rate (ASMR) per 100,000 population, and intake.ResultsThe Brazilian population had suboptimal consumption of fruits, vegetables, and whole grains, and 62,439 NCD deaths were attributable to these three dietary risk factors in 2019. The highest ASMRs were found for diets low in whole grains (14.4, 95% uncertainty interval [95% UI]: 7.8-18.4), followed by diets low in vegetables (7.6, 95% UI: 4.8-10.3) and fruits (5.0, 95% UI: 3.2-7.0). A similar ranking was observed for all Brazilian states. The SDI was negatively correlated with ASMRs and was positively correlated with the investigated dietary risks. The population from the Northeast and North states presented the lowest SDI and the highest NCD ASMRs attributable to diets low in fruits, vegetables, and whole grains and consumed less of all three health foods.ConclusionDiets low in fruits, vegetables, and mainly whole grains substantially contributed to NCD mortality in Brazil, especially in states with low SDI. Our findings support the need to target food interventions to reduce regional health inequalities within the country