Circular Business Model for Digital Health Solutions: Protocol for a Scoping Review

The circular economy reshapes the linear “take, make, and dispose” approach and evolves around minimizing waste and recapturing resources in a closed-loop system. The health sector accounts for 4.6% of global greenhouse gas emissions and has, over the decades, been built to rely on single-use devices and deal with high volumes of medical waste. With the increase in the adoption of digital health solutions in the health care industry, leading the industry into a new paradigm of how we provide health care, a focus must be put on the amount of waste that will follow. Digital health solutions will shape health care through the use of technology and lead to improved patient care, but they will also make medical waste more complex to deal with due to the e-waste component. Therefore, a transformation of the health care industry to a circular economy is a crucial cornerstone in decreasing the impact on the environment

The burden of legionnaires’ disease in Belgium, 2013 to 2017

Background: Legionnaires’ disease (LD) is a severe bacterial infection causing pneumonia. Surveillance commonly underestimates the true incidence as not all cases are laboratory confirmed and reported to public health authorities. The aim of this study was to present indicators for the impact of LD in Belgium between 2013 and 2017 and to estimate its true burden in the Belgian population in 2017, the most recent year for which the necessary data were available. Methods: Belgian hospital discharge data, data from three infectious disease surveillance systems (mandatory notification, sentinel laboratories and the national reference center), information on reimbursed diagnostic tests from the Belgian National Institute for Health and Disability Insurance and mortality data from the Belgian statistical office were used. To arrive at an estimate of the total number of symptomatic cases in Belgium, we defined a surveillance pyramid and estimated a multiplication factor to account for LD cases not captured by surveillance. The multiplication factor was then applied to the pooled number of LD cases reported by the three surveillance systems. This estimate was the basis for our hazard- and incidence-based Disability-Adjusted Life Years (DALYs) calculation. To account for uncertainty in the estimations of the DALYs and the true incidence, we used Monte Carlo simulations with 10,000 iterations. Results: We found an average of 184 LD cases reported by Belgian hospitals annually (2013–2017), the majority of which were male (72%). The surveillance databases reported 215 LD cases per year on average, 11% of which were fatal within 90 days after diagnosis. The estimation of the true incidence in the community yielded 2674 (95% Uncertainty Interval [UI]: 2425–2965) cases in 2017. LD caused 3.05 DALYs per case (95%UI: 1.67–4.65) and 8147 (95%UI: 4453–12,426) total DALYs in Belgium in 2017, which corresponds to 71.96 (95%UI: 39.33–109.75) DALYs per 100,000 persons. Conclusions: This analysis revealed a considerable burden of LD in Belgium that is vastly underestimated by surveillance data. Comparison with other European DALY estimates underlines the impact of the used data sources and methodological approaches on burden estimates, illustrating that national burden of disease studies remain essential

Ingénierie tissulaire du ligament : association de copolymères dégradables et de cellules souches mésenchymateuses

Tissue engineering is a recent discipline with ambitious and promising stakes: the regeneration of wounded or destroyed tissues or organs by taking advantage of knowledge and skills in various fields at the interface of chemistry and biology. In order to meet the need for alternatives to current surgical techniques of anterior cruciate ligament repair, we decided to apply the tissue engineering approach to this tissue by associating degradable polymer scaffolds and mesenchymal stem cells (MSCs). At first we worked on the synthesis of biodegradable polymers suitable for the application and focused on getting elastic properties. New degradable elastomers obtained by chemical photocrosslinking of poly(lactide) (PLA) and poly(ε-caprolactone) (PCL) were developed by following nitrene or thiol-yne strategies and yielded promising results. In parallel, a more in depth and practical study was performed with PLA based thermoplastic multiblock copolymers embedding poloxamer or poloxamine. These copolymers exhibited properties that make them attractive candidates for the design of ligament regeneration scaffolds, and especially their thermal and mechanical properties during a 7 week in vitro degradation test. That is why they were used to design prototypes of textile scaffolds whose mechanical properties were found to be very close to the ligament's ones. After demonstrating the excellent cytocompatibility of these scaffolds with MSCs, we finally carried out in vitro differentiation experiments on these MSCs and managed to induce their orientation towards a ligamentocyte phenotype, particularly through a process of cyclic mechanical stimulation of cells seeded on the textile scaffolds.L'ingénierie tissulaire est une discipline récente aux enjeux ambitieux et prometteurs : la régénération de tissus ou d'organes lésés voire détruits en mettant à profit des connaissances et compétences dans différents domaines à l'interface de la chimie et de la biologie. Pour répondre à la demande d'alternatives aux techniques chirurgicales actuelles de réparation du ligament antérieur croisé, nous avons décidé d'appliquer l'ingénierie tissulaire à ce tissu en associant matrices en polymères dégradables et cellules souches mésenchymateuses (CSM). Dans un premier temps, nous avons donc travaillé à la synthèse de polymères adaptés à l'application en cherchant à mettre l'accent sur l'obtention de propriétés élastiques. De nouveaux élastomères dégradables obtenus par des approches originales de photoréticulation chimique de poly(lactide) (PLA) et de poly(ε-caprolactone) (PCL) par voie nitrène ou thiol-yne ont notamment été développés avec des résultats prometteurs. En parallèle, des copolymères thermoplastiques multiblocs à base de PLA et poloxamine ou poloxamère nous ont permis de mener une étude plus appliquée. Ces copolymères ont en effet montré, en particulier au cours d'une étude de dégradation in vitro de 7 semaines, des propriétés, notamment thermiques et mécaniques, qui en font d'eux des candidats intéressants pour le conception d'une matrice ligamentaire. C'est pourquoi ils ont été utilisés pour la conception de prototypes de matrices de régénération textiles dont les propriétés mécaniques se sont révélées être très proches de celles du ligament. Après avoir démontré l'excellente cytocompatibilité de ces matrices avec des CSM, nous avons finalement mené des expériences de différenciation in vitro de ces CSM et sommes parvenus à favoriser leur orientation vers un phénotype ligamentocytaire, notamment grâce à un procédé de stimulation mécanique cyclique des cellules ensemencées sur les matrices textiles

Ingénierie tissulaire du ligament : association de copolymères dégradables et de cellules souches mésenchymateuses

Tissue engineering is a recent discipline with ambitious and promising stakes: the regeneration of wounded or destroyed tissues or organs by taking advantage of knowledge and skills in various fields at the interface of chemistry and biology. In order to meet the need for alternatives to current surgical techniques of anterior cruciate ligament repair, we decided to apply the tissue engineering approach to this tissue by associating degradable polymer scaffolds and mesenchymal stem cells (MSCs). At first we worked on the synthesis of biodegradable polymers suitable for the application and focused on getting elastic properties. New degradable elastomers obtained by chemical photocrosslinking of poly(lactide) (PLA) and poly(ε-caprolactone) (PCL) were developed by following nitrene or thiol-yne strategies and yielded promising results. In parallel, a more in depth and practical study was performed with PLA based thermoplastic multiblock copolymers embedding poloxamer or poloxamine. These copolymers exhibited properties that make them attractive candidates for the design of ligament regeneration scaffolds, and especially their thermal and mechanical properties during a 7 week in vitro degradation test. That is why they were used to design prototypes of textile scaffolds whose mechanical properties were found to be very close to the ligament's ones. After demonstrating the excellent cytocompatibility of these scaffolds with MSCs, we finally carried out in vitro differentiation experiments on these MSCs and managed to induce their orientation towards a ligamentocyte phenotype, particularly through a process of cyclic mechanical stimulation of cells seeded on the textile scaffolds.L'ingénierie tissulaire est une discipline récente aux enjeux ambitieux et prometteurs : la régénération de tissus ou d'organes lésés voire détruits en mettant à profit des connaissances et compétences dans différents domaines à l'interface de la chimie et de la biologie. Pour répondre à la demande d'alternatives aux techniques chirurgicales actuelles de réparation du ligament antérieur croisé, nous avons décidé d'appliquer l'ingénierie tissulaire à ce tissu en associant matrices en polymères dégradables et cellules souches mésenchymateuses (CSM). Dans un premier temps, nous avons donc travaillé à la synthèse de polymères adaptés à l'application en cherchant à mettre l'accent sur l'obtention de propriétés élastiques. De nouveaux élastomères dégradables obtenus par des approches originales de photoréticulation chimique de poly(lactide) (PLA) et de poly(ε-caprolactone) (PCL) par voie nitrène ou thiol-yne ont notamment été développés avec des résultats prometteurs. En parallèle, des copolymères thermoplastiques multiblocs à base de PLA et poloxamine ou poloxamère nous ont permis de mener une étude plus appliquée. Ces copolymères ont en effet montré, en particulier au cours d'une étude de dégradation in vitro de 7 semaines, des propriétés, notamment thermiques et mécaniques, qui en font d'eux des candidats intéressants pour le conception d'une matrice ligamentaire. C'est pourquoi ils ont été utilisés pour la conception de prototypes de matrices de régénération textiles dont les propriétés mécaniques se sont révélées être très proches de celles du ligament. Après avoir démontré l'excellente cytocompatibilité de ces matrices avec des CSM, nous avons finalement mené des expériences de différenciation in vitro de ces CSM et sommes parvenus à favoriser leur orientation vers un phénotype ligamentocytaire, notamment grâce à un procédé de stimulation mécanique cyclique des cellules ensemencées sur les matrices textiles

Ligament tissue engineering : association of degradable copolymers and mesenchymal stem cells

L'ingénierie tissulaire est une discipline récente aux enjeux ambitieux et prometteurs : la régénération de tissus ou d'organes lésés voire détruits en mettant à profit des connaissances et compétences dans différents domaines à l'interface de la chimie et de la biologie. Pour répondre à la demande d'alternatives aux techniques chirurgicales actuelles de réparation du ligament antérieur croisé, nous avons décidé d'appliquer l'ingénierie tissulaire à ce tissu en associant matrices en polymères dégradables et cellules souches mésenchymateuses (CSM). Dans un premier temps, nous avons donc travaillé à la synthèse de polymères adaptés à l'application en cherchant à mettre l'accent sur l'obtention de propriétés élastiques. De nouveaux élastomères dégradables obtenus par des approches originales de photoréticulation chimique de poly(lactide) (PLA) et de poly(ε-caprolactone) (PCL) par voie nitrène ou thiol-yne ont notamment été développés avec des résultats prometteurs. En parallèle, des copolymères thermoplastiques multiblocs à base de PLA et poloxamine ou poloxamère nous ont permis de mener une étude plus appliquée. Ces copolymères ont en effet montré, en particulier au cours d'une étude de dégradation in vitro de 7 semaines, des propriétés, notamment thermiques et mécaniques, qui en font d'eux des candidats intéressants pour le conception d'une matrice ligamentaire. C'est pourquoi ils ont été utilisés pour la conception de prototypes de matrices de régénération textiles dont les propriétés mécaniques se sont révélées être très proches de celles du ligament. Après avoir démontré l'excellente cytocompatibilité de ces matrices avec des CSM, nous avons finalement mené des expériences de différenciation in vitro de ces CSM et sommes parvenus à favoriser leur orientation vers un phénotype ligamentocytaire, notamment grâce à un procédé de stimulation mécanique cyclique des cellules ensemencées sur les matrices textiles.Tissue engineering is a recent discipline with ambitious and promising stakes: the regeneration of wounded or destroyed tissues or organs by taking advantage of knowledge and skills in various fields at the interface of chemistry and biology. In order to meet the need for alternatives to current surgical techniques of anterior cruciate ligament repair, we decided to apply the tissue engineering approach to this tissue by associating degradable polymer scaffolds and mesenchymal stem cells (MSCs). At first we worked on the synthesis of biodegradable polymers suitable for the application and focused on getting elastic properties. New degradable elastomers obtained by chemical photocrosslinking of poly(lactide) (PLA) and poly(ε-caprolactone) (PCL) were developed by following nitrene or thiol-yne strategies and yielded promising results. In parallel, a more in depth and practical study was performed with PLA based thermoplastic multiblock copolymers embedding poloxamer or poloxamine. These copolymers exhibited properties that make them attractive candidates for the design of ligament regeneration scaffolds, and especially their thermal and mechanical properties during a 7 week in vitro degradation test. That is why they were used to design prototypes of textile scaffolds whose mechanical properties were found to be very close to the ligament's ones. After demonstrating the excellent cytocompatibility of these scaffolds with MSCs, we finally carried out in vitro differentiation experiments on these MSCs and managed to induce their orientation towards a ligamentocyte phenotype, particularly through a process of cyclic mechanical stimulation of cells seeded on the textile scaffolds

Efficient and Versatile FPGA Acceleration of Support Counting for Stream Mining of Sequences and Frequent Itemsets

Stream processing has become extremely popular for analyzing huge volumes of data for a variety of applications, including IoT, social networks, retail, and software logs analysis. Streams of data are produced continuously and are mined to extract patterns characterizing the data. A class of data mining algorithm, called generate-and-test, produces a set of candidate patterns that are then evaluated over data. The main challenges of these algorithms are to achieve high throughput, low latency, and reduced power consumption. In this article, we present a novel power-efficient, fast, and versatile hardware architecture whose objective is to monitor a set of target patterns to maintain their frequency over a stream of data. This accelerator can be used to accelerate data-mining algorithms, including itemsets and sequences mining. The massive fine-grain reconfiguration capability of field-programmable gate array (FPGA) technologies is ideal to implement the high number of pattern-detection units needed for these intensive data-mining applications. We have thus designed and implemented an IP that features high-density FPGA occupation and high working frequency. We provide detailed description of the IP internal micro-architecture and its actual implementation and optimization for the targeted FPGA resources. We validate our architecture by developing a co-designed implementation of the Apriori Frequent Itemset Mining (FIM) algorithm, and perform numerous experiments against existing hardware and software solutions. We demonstrate that FIM hardware acceleration is particularly efficient for large and low-density datasets (i.e., long-tailed datasets). Our IP reaches a data throughput of 250 million items/s and monitors up to 11.6k patterns simultaneously, on a prototyping board that overall consumes 24W in the worst case. Furthermore, our hardware accelerator remains generic and can be integrated to other generate and test algorithms

Etude du fraisage des alliages de Titane (Ti6Al4V) : Influence sur l'intégrité et la durée de vie des pièces usinées

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