16,081 results on '"Rosina, A"'
Search Results
2. GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification
- Author
-
Wen, Ximing, Tan, Wenjuan, and Weber, Rosina O.
- Subjects
Computer Science - Computation and Language ,Computer Science - Artificial Intelligence - Abstract
Pretrained transformer-based Language Models (LMs) are well-known for their ability to achieve significant improvement on text classification tasks with their powerful word embeddings, but their black-box nature, which leads to a lack of interpretability, has been a major concern. In this work, we introduce GAProtoNet, a novel white-box Multi-head Graph Attention-based Prototypical Network designed to explain the decisions of text classification models built with LM encoders. In our approach, the input vector and prototypes are regarded as nodes within a graph, and we utilize multi-head graph attention to selectively construct edges between the input node and prototype nodes to learn an interpretable prototypical representation. During inference, the model makes decisions based on a linear combination of activated prototypes weighted by the attention score assigned for each prototype, allowing its choices to be transparently explained by the attention weights and the prototypes projected into the closest matching training examples. Experiments on multiple public datasets show our approach achieves superior results without sacrificing the accuracy of the original black-box LMs. We also compare with four alternative prototypical network variations and our approach achieves the best accuracy and F1 among all. Our case study and visualization of prototype clusters also demonstrate the efficiency in explaining the decisions of black-box models built with LMs., Comment: 8 pages, 5 figues, submitted to COLING 2025
- Published
- 2024
3. Keeping the Pitch on Track: Spatiotemporal Challenges in Ambulant Vending on a Buenos Aires Trainline
- Author
-
Rosina Márquez Reiter and Elizabeth Manrique
- Abstract
This article examines ambulant vendors' labour on a Buenos Aires trainline. It explores how vendors employ a range of verbal and embodied resources to navigate the challenges of sustaining attention from commuters and manage the progressivity of their sales pitch as they achieve individual service encounters and deal with physical obstructions intrinsic to the local ecology of the train and the contingencies of earning a livelihood on the move. An interactional pragmatics analysis of vendors' working practices as video-recorded by them coupled with ethnographic observations, reveals the complex interplay of verbal and embodied cues, spatial arrangements, and temporal constraints in relation to the progressivity of their sales pitch. The findings challenge long-held negative views of vendors' presence in public space by highlighting the methodical approach, dexterity, and civility of their working practices, and how their labour fills a gap in the market. The article provides new insights into the dynamics of urban labour in public spaces and the intrinsicality of multimodality to manoeuvre round the unequal conditions these workers inhabit.
- Published
- 2024
- Full Text
- View/download PDF
4. Semantically Rich Local Dataset Generation for Explainable AI in Genomics
- Author
-
Barbosa, Pedro, Savisaar, Rosina, and Fonseca, Alcides
- Subjects
Computer Science - Machine Learning ,Computer Science - Neural and Evolutionary Computing ,Quantitative Biology - Genomics - Abstract
Black box deep learning models trained on genomic sequences excel at predicting the outcomes of different gene regulatory mechanisms. Therefore, interpreting these models may provide novel insights into the underlying biology, supporting downstream biomedical applications. Due to their complexity, interpretable surrogate models can only be built for local explanations (e.g., a single instance). However, accomplishing this requires generating a dataset in the neighborhood of the input, which must maintain syntactic similarity to the original data while introducing semantic variability in the model's predictions. This task is challenging due to the complex sequence-to-function relationship of DNA. We propose using Genetic Programming to generate datasets by evolving perturbations in sequences that contribute to their semantic diversity. Our custom, domain-guided individual representation effectively constrains syntactic similarity, and we provide two alternative fitness functions that promote diversity with no computational effort. Applied to the RNA splicing domain, our approach quickly achieves good diversity and significantly outperforms a random baseline in exploring the search space, as shown by our proof-of-concept, short RNA sequence. Furthermore, we assess its generalizability and demonstrate scalability to larger sequences, resulting in a ~30% improvement over the baseline.
- Published
- 2024
- Full Text
- View/download PDF
5. The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data
- Author
-
Wen, Ximing, Weber, Rosina O., Sen, Anik, Hannan, Darryl, Nesbit, Steven C., Chan, Vincent, Goffi, Alberto, Morris, Michael, Hunninghake, John C., Villalobos, Nicholas E., Kim, Edward, and MacLellan, Christopher J.
- Subjects
Computer Science - Machine Learning ,Computer Science - Artificial Intelligence ,Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Image and Video Processing - Abstract
Point-of-Care Ultrasound (POCUS) is the practice of clinicians conducting and interpreting ultrasound scans right at the patient's bedside. However, the expertise needed to interpret these images is considerable and may not always be present in emergency situations. This reality makes algorithms such as machine learning classifiers extremely valuable to augment human decisions. POCUS devices are becoming available at a reasonable cost in the size of a mobile phone. The challenge of turning POCUS devices into life-saving tools is that interpretation of ultrasound images requires specialist training and experience. Unfortunately, the difficulty to obtain positive training images represents an important obstacle to building efficient and accurate classifiers. Hence, the problem we try to investigate is how to explore strategies to increase accuracy of classifiers trained with scarce data. We hypothesize that training with a few data instances may not suffice for classifiers to generalize causing them to overfit. Our approach uses an Explainable AI-Augmented approach to help the algorithm learn more from less and potentially help the classifier better generalize., Comment: 7 pages, 3 figures, accepted by XAI 2024 workshop @ IJCAI
- Published
- 2024
6. Measurement and assignment of J = 5 to 9 rotational energy levels in the 9070-9370 cm$^{-1}$ range of methane using optical frequency comb double-resonance spectroscopy
- Author
-
Hjältén, Adrian, de Oliveira, Vinicius Silva, Silander, Isak, Rosina, Andrea, Rey, Michael, Rutkowski, Lucile, Soboń, Grzegorz, Lehmann, Kevin K., and Foltynowicz, Aleksandra
- Subjects
Physics - Chemical Physics - Abstract
We use optical-optical double-resonance (OODR) spectroscopy with a continuous wave (CW) pump and a cavity-enhanced frequency comb probe to measure high rotational energy levels of methane in the upper part of the triacontad polyad (P6). A high-power CW optical parametric oscillator, tunable around 3000 cm$^{-1}$, is consecutively locked to the P(7, A$_2$), Q(7, A$_2$), R(7, A$_2$), and Q(6, F$_2$) transitions in the ${\nu}$$_3$ band, and a comb covering the 5800-6100 cm$^{-1}$ range probes sub-Doppler ladder-type transitions from the pumped levels with J' = 6 to 8, respectively. We report 118 probe transitions in the 3${\nu}$$_3$ $\leftarrow$ ${\nu}$$_3$ spectral range with uncertainties down to 300 kHz (1 x 10$^{-5}$ cm$^{-1}$), reaching 84 unique final states in the 9070-9370 cm$^{-1}$ range with rotational quantum numbers J between 5 and 9. We assign these states using combination differences and by comparison to theoretical predictions from a new ab initio-based effective Hamiltonian and dipole moment operator. This is the first line-by-line experimental verification of theoretical predictions for these hot-band transitions, and we find a better agreement of transition wavenumbers with the new calculations compared to the TheoReTS/HITEMP and ExoMol databases. We also compare the relative intensities and find an overall good agreement with all three sets of predictions. Finally, we report the wavenumbers of 27 transitions in the 2${\nu}$$_3$ spectral range, observed as V-type transitions from the ground state, and compare them to the new Hamiltonian, HITRAN2020, ExoMol and the WKMLC line lists.
- Published
- 2024
7. More Bang For Your Buck(et): Fast and Space-efficient Hardware-accelerated Coarse-granular Indexing on GPUs
- Author
-
Henneberg, Justus, Schuhknecht, Felix, Kharal, Rosina, and Brown, Trevor
- Subjects
Computer Science - Databases ,Computer Science - Graphics - Abstract
In recent work, we have shown that NVIDIA's raytracing cores on RTX video cards can be exploited to realize hardware-accelerated lookups for GPU-resident database indexes. On a high level, the concept materializes all keys as triangles in a 3D scene and indexes them. Lookups are performed by firing rays into the scene and utilizing the index structure to detect hits in a hardware-accelerated fashion. While this approach called RTIndeX (or short RX) is indeed promising, it currently suffers from three limitations: (1) significant memory overhead per key, (2) slow range-lookups, and (3) poor updateability. In this work, we show that all three problems can be tackled by a single design change: Generalizing RX to become a coarse-granular index cgRX. Instead of indexing individual keys, cgRX indexes buckets of keys which are post-filtered after retrieval. This drastically reduces the memory overhead, leads to the generation of a smaller and more efficient index structure, and enables fast range-lookups as well as updates. We will see that representing the buckets in the 3D space such that the lookup of a key is performed both correctly and efficiently requires the careful orchestration of firing rays in a specific sequence. Our experimental evaluation shows that cgRX offers the most bang for the buck(et) by providing a throughput in relation to the memory footprint that is 1.5-3x higher than for the comparable range-lookup supporting baselines. At the same time, cgRX improves the range-lookup performance over RX by up to 2x and offers practical updateability that is up to 5.5x faster than rebuilding from scratch.
- Published
- 2024
8. Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure
- Author
-
Hannan, Darryl, Nesbit, Steven C., Wen, Ximing, Smith, Glen, Zhang, Qiao, Goffi, Alberto, Chan, Vincent, Morris, Michael J., Hunninghake, John C., Villalobos, Nicholas E., Kim, Edward, Weber, Rosina O., and MacLellan, Christopher J.
- Subjects
Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Computer Vision and Pattern Recognition - Abstract
Detecting elevated intracranial pressure (ICP) is crucial in diagnosing and managing various neurological conditions. These fluctuations in pressure are transmitted to the optic nerve sheath (ONS), resulting in changes to its diameter, which can then be detected using ultrasound imaging devices. However, interpreting sonographic images of the ONS can be challenging. In this work, we propose two systems that actively monitor the ONS diameter throughout an ultrasound video and make a final prediction as to whether ICP is elevated. To construct our systems, we leverage subject matter expert (SME) guidance, structuring our processing pipeline according to their collection procedure, while also prioritizing interpretability and computational efficiency. We conduct a number of experiments, demonstrating that our proposed systems are able to outperform various baselines. One of our SMEs then manually validates our top system's performance, lending further credibility to our approach while demonstrating its potential utility in a clinical setting., Comment: 5 pages, 2 figures, ISBI 2024
- Published
- 2024
9. Predictors of hypercontractile heart phenotype in patients with chronic coronary syndromes or heart failure
- Author
-
Wang, Yi, Ciampi, Quirino, Cortigiani, Lauro, Zagatina, Angela, Kasprzak, Jaroslaw D., Wierzbowska-Drabik, Karina, Haberka, Maciej, Lowenstein, Jorge, Arbucci, Rosina, Haber, Diego M. Lowenstein, Marconi, Sofia, Merlo, Pablo M., Barral, Patricia, Souto, Germán, Djordjevic-Dikic, Ana, Reisenhofer, Barbara, Boshchenko, Alla, Ryabova, Tamara, Rodriguez-Zanella, Hugo, Rigo, Fausto, D’Andrea, Antonello, Gaibazzi, Nicola, Merli, Elisa, Lisi, Matteo, Simova, Iana, Barbieri, Andrea, Morrone, Doralisa, Pitino, Annalisa, De Nes, Michele, Tripepi, Giovanni L., Yin, Lixue, Citro, Rodolfo, Carerj, Scipione, Pepi, Mauro, Pellikka, Patricia A., and Picano, Eugenio
- Published
- 2024
- Full Text
- View/download PDF
10. Correction to: Employment Vulnerability and Union Dissolution: Evidence on Intentions and Behaviors in Times of COVID-19 in Five European Countries
- Author
-
Luppi, Francesca, Zanasi, Francesca, and Rosina, Alessandro
- Published
- 2024
- Full Text
- View/download PDF
11. Navigating social–ecological changes: A mixed-method analysis of extensive livestock systems in southern Patagonian forests, Argentina
- Author
-
Rodríguez, Paula, Benra, Felipe, Fischer, Joern, Romano, Silvina, and Soler, Rosina
- Published
- 2024
- Full Text
- View/download PDF
12. A New Coding System for the Identification of Left Ventricular Rotation Patterns and Their Relevance to Myocardial Function
- Author
-
Mora, Vicente, Geraldo, Juan, Roldán, Ildefonso, Galiana, Ester, Gil, Celia, Escribano, Pablo, Arbucci, Rosina, Hidalgo, Alberto, Gramage, Paula, Trainini, Jorge, Carreras, Francesc, and Lowenstein, Jorge
- Published
- 2024
- Full Text
- View/download PDF
13. Teacher Perceptions of Obsessive-Compulsive Disorder
- Author
-
Kathleen Mcgrath, Caitlin Riegel, and Rosina Mete
- Abstract
Mental health concerns among K-12 students are prevalent, including students who present with complex conditions such as Obsessive-compulsive disorder (OCD) (Moon et al., 2017). The Diagnostic and Statistical Manual of Mental Disorders (DSM-5-TR) explains that "characteristic symptoms of OCD are the presence of obsessions and/or compulsions" (American Psychological Association [APA], 2022, p. 263). The DSM defines obsessions as "repetitive and persistent thoughts, images, or urges. Compulsions (or rituals) are repetitive behaviors or mental acts" (APA, 2022, p.267). To examine school mental health, this study uses a multi-disciplinary lens including both education and mental health to investigate teachers' understanding of OCD, their perceived abilities to teach and support students with OCD, and factors that impact their potential abilities. Using a quantitative approach to provide interpretations of teachers' perceptions, results highlight implications for both in-service and pre-service development related to mental illness and potential collaboration between general and special education teachers, school counselors, and school psychologists.
- Published
- 2023
14. Employment Vulnerability and Union Dissolution: Evidence on Intentions and Behaviors in Times of COVID-19 in Five European Countries
- Author
-
Luppi, Francesca, Zanasi, Francesca, and Rosina, Alessandro
- Published
- 2024
- Full Text
- View/download PDF
15. Critical Criminology, Special Issue Introduction: Critical Engagements with Gender, Race and Class in Crimmigration Controls
- Author
-
Bhatia, Monish, Rosina, Matilde, and Vuolajarvi, Niina
- Published
- 2024
- Full Text
- View/download PDF
16. Effect of Rice Husk Ash and Neem Extracts on Callosobruchus maculatus in Stored Cowpea in Northern Ghana
- Author
-
Adu-Acheampong, Samuel, Ndebugri, Abraham Akuoli Issaka, Kugbe, Joseph Xorxe, and Kyerematen, Rosina
- Published
- 2024
- Full Text
- View/download PDF
17. The “Silent Firefighters”: an examination and evaluation of peer support sessions for medical laboratory professionals in Canada
- Author
-
Mete, Rosina E., Djukic, Brandon, and Nielsen, Christine
- Published
- 2024
- Full Text
- View/download PDF
18. Wireless BMS Architecture for Secure Readout in Vehicle and Second life Applications
- Author
-
Basic, Fikret, Laube, Claudia Rosina, Stratznig, Patrick, Steger, Christian, and Kofler, Robert
- Subjects
Computer Science - Hardware Architecture ,Computer Science - Cryptography and Security ,Electrical Engineering and Systems Science - Systems and Control - Abstract
Battery management systems (BMS) are becoming increasingly important in the modern age, where clean energy awareness is getting more prominent. They are responsible for controlling large battery packs in modern electric vehicles. However, conventional solutions rely only on a wired design, which adds manufacturing cost and complexity. Recent research has considered wireless solutions for the BMS. However, it is still challenging to develop a solution that considers both the active in-vehicle and the external second-life applications. The battery passport initiative aims to keep track of the batteries, both during active and inactive use cases. There is a need to provide a secure design while considering energy and cost-efficient solutions. We aim to fill this gap by proposing a wireless solution based on near-field communication (NFC) that extends previous work and provides a unified architecture for both use cases. To provide protection against common wireless threats, an advanced security analysis is performed, as well as a system design analysis for the wake-up process that reduces the daily power consumption of the stored battery packs from milli- to microwatts., Comment: Accepted copy for Publication at the 8th IEEE International Conference on Smart and Sustainable Technologies, 2023
- Published
- 2023
- Full Text
- View/download PDF
19. A Novel Secure NFC-based Approach for BMS Monitoring and Diagnostic Readout
- Author
-
Basic, Fikret, Laube, Claudia Rosina, Steger, Christian, and Kofler, Robert
- Subjects
Computer Science - Cryptography and Security ,Computer Science - Hardware Architecture ,Electrical Engineering and Systems Science - Systems and Control - Abstract
In modern systems that rely on the use of Battery Management Systems (BMS), longevity and the re-use of battery packs have always been important topics of discussion. These battery packs would be stored inside warehouses where they would need to be properly monitored and configured before their re-integration into the new systems. Traditional use of wired connections can be very cumbersome, and sometimes even impossible, due to the outer layers and packaging. To circumvent these issues, we propose an extension to the conventional BMS design that incorporates the use of Near Field Communication (NFC) for the purpose of wireless battery pack status readout. Additionally, to ensure that these packs are only managed by authenticated devices and that the data that is communicated with is protected against outside eavesdropping and tampering, we present a solution in the form of a lightweight security layer on top of the NFC protocol. To show the feasibility of our design, an accompanying prototype has been implemented and evaluated., Comment: Accepted copy for Publication at the 16th IEEE International Conference on RFID, 2022
- Published
- 2023
- Full Text
- View/download PDF
20. Left atrial function during exercise stress echocardiography as a sign of paroxysmal/persistent atrial fibrillation
- Author
-
Angela Zagatina, Quirino Ciampi, Jesus Vazquez Peteiro, Elena Kalinina, Irina Begidova, Ratnasari Padang, Alla Boshchenko, Elisa Merli, Matteo Lisi, Hugo Rodriguez-Zanella, Sergio Kobal, Gergely Agoston, Albert Varga, Karina Wierzbowska-Drabik, Jarosław D. Kasprzak, Rosina Arbucci, Olga Zhuravleva, Jelena Čelutkienė, Jorge Lowenstein, Nithima Chaowalit Ratanasit, Paolo Colonna, Scipione Carerj, Mauro Pepi, Patricia A. Pellikka, Eugenio Picano, and on behalf of the Stress Echo 2030 study group
- Subjects
Atrial fibrillation ,B-lines ,Left atrium ,Reservoir strain ,Exercise stress echo ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Objective Atrial cardiomyopathy is closely associated with atrial fibrillation (AF), and some patients exhibit no dysfunction at rest but demonstrate evident changes in left atrial (LA) function and LA volume during exercise. This study aimed to identify distinguishing signs during exercise stress echocardiography (ESE) among patients in sinus rhythm (SR), with and without history of paroxysmal/persistent AF (PAF). Methods A prospective cohort of 1055 patients in SR was enrolled across 12 centers. The main study cohort was divided into two groups: the modeling group (n = 513) and the verification group (n = 542). All patients underwent ESE, which included B-lines, LA volume index (LAVi), and LA strain of the reservoir phase (LASr). Results Age, resting and stress LAVi and LASr, and B-lines were identified as a combination of detectors for PAF in both groups. In the entire cohort, aside from resting and stress LAVi and LASr, additional parameters differentiating PAF and non-PAF patients were the presence of systemic hypertension, exercise E/e’ > 7, worse right ventricle (RV) contraction during exercise (∆ tricuspid annular plane systolic excursion 4 as the best sensitivity (79%) and specificity (65%). Conclusion ESE can complement rest echocardiography in the identification of previous PAF in patients with SR through the evaluation of LA functional reservoir and volume reserve, LV chronotropic, diastolic, and systolic reserve, and RV contractile reserve. Graphical Abstract A scoring system predicting the probability of PAF. The score was computed using the cutoff values as in the illustration. The score >4 demonstrated a sensitivity of 79% and a specificity of 65% of PAF.
- Published
- 2024
- Full Text
- View/download PDF
21. Medical Education in Geriatrics: Brazilian and Global Challenge
- Author
-
Siulmara Cristina Galera, Elisa Franco de Assis Costa, and Rosina Ribeiro Gabriele
- Subjects
aging ,medical education ,geriatrics ,Nursing ,RT1-120 ,Geriatrics ,RC952-954.6 ,Public aspects of medicine ,RA1-1270 - Abstract
The significant aging of the world population increases the demand for professionals with adequate training to care for the elderly. There is shortage and unsatisfactory distribution of health professionals worldwide, and so occurs in relation to professionals trained to care for the elderly. The deficiency of Medical Education in Geriatrics is a global phenomenon, since only about 40% of the countries refer some content of Geriatrics in undergraduate Medical courses. Even though Brazil has advanced legislation in terms of elderly policy, less than half of the medical courses offer Geriatrics disciplines/modules or content related to aging, besides the lack of training activities for teachers, specialists and researchers in the field. This situation is worsened by the fact that in this population group there is prevalence of chronic-degenerative diseases, specificities in the manifestation of diseases and, consequently, their handling, emphasizing the need for a biopsychosocial model with the performance of a multidisciplinary team trained for this purpose. Despite the efforts of several institutions and societies around the world involved in establishing a minimum Geriatrics curriculum in Medicine courses and qualifying professionals to work in the area, the problem is aggravated by the speed of population aging. The challenges are many and there is a lot of work to be done. The creation of feasible and sustainable models of care for the elderly should be the goal of governments and of all of those who work in the field, not only in Brazil, but all over the world.
- Published
- 2024
- Full Text
- View/download PDF
22. Latent profile analysis identifies four different clinical schizophrenia profiles through aberrant salience
- Author
-
Matteo Aloi, Renato de Filippis, Elvira Anna Carbone, Marianna Rania, Angela Bertuca, Marisa Golia, Rosina Nicoletta, Cristina Segura-Garcia, and Pasquale De Fazio
- Subjects
Psychiatry ,RC435-571 - Abstract
Abstract Understanding the role of aberrant salience (AS) in psychosis is crucial for comprehending schizophrenia spectrum disorders (SSDs). Researchers emphasize the importance of salience attribution in schizophrenia, acknowledging its interaction with environmental stressors and multiple neurotransmitter systems. Childhood trauma and adversities (CTA) play a significant role in SSDs, potentially contributing to prodromal symptoms characterized by AS. While empirical evidence supports the relationship between AS and SSD, the interplay between different AS patterns, CTA, and psychotic symptoms remains unclear. Clinical diagnosis followed DSM-5 criteria, and participants completed assessments including the Aberrant Salience Inventory (ASI), Childhood Trauma Questionnaire – Short form (CTQ-SF), and Positive and Negative Symptom Scale (PANSS). Latent profile analysis (LPA) was employed to identify distinct AS profiles within the sample, with subsequent analyses examining differences in psychopathological variables among these profiles. Among 262 participants, four distinct AS profiles emerged from LPA: low AS, high AS with severe symptoms and CTA, intermediate AS with sexual abuse correlation, and chronic AS with specific childhood trauma associations. Profile distinctions included differences in age, hospitalizations, psychotic symptoms, and CTA. Logistic regression analyses showed significant associations between the four profiles and emotional and sexual abuse, physical neglect and clinical variables. Subtyping individuals with SSD based on AS revealed four distinct profiles, each with unique clinical characteristics and associations with CTA. Future studies should investigate whether these profiles correspond to diverse treatment outcomes. These findings highlight the complexity of schizophrenia presentation and underscore the importance of considering individualized diagnostic and therapeutic approaches.
- Published
- 2024
- Full Text
- View/download PDF
23. Towards Competencies and Methods to Support Responsible Research and Innovation within STEAM Secondary Education -- The Case of Spain
- Author
-
Rosina Malagrida, Pim Klaassen, Isabel Ruiz-Mallén, and Jacqueline E. W. Broerse
- Abstract
Introduction: Under the label of 'Responsible Research and Innovation (RRI)', increasing efforts have been made over the past decade to make research and innovation (R&I) more open and inclusive to improve the way we solve today's complex challenges. However, no commonly accepted norms or standards on the practical implementation of RRI currently exist. One of today's challenges is how to facilitate its implementation within science education. This article aims to contribute to the necessary conceptual and practical grounding of RRI in STEAM (science, technology, engineering, the arts and mathematics) education by developing a framework of RRI competencies and by gaining insight into secondary school STEAM educators' practices and perspectives on teaching RRI competencies. It adds to an emerging research field in which science education contributes to solving real-world problems by focusing on competencies needed to participate in RRI processes. Methodology: After developing a Comprehensive Framework of RRI Competencies in STEAM education, we engaged secondary school teachers (n=40) involved in innovation within the education project Xplore Health (XH). Participants were recruited through purposive and homogenous sampling from three cities in Spain (Barcelona, Granada and A Coruña). Through one focus group in each city, we analysed teachers' perspectives on how well RRI competencies in the Framework were covered using the XH's educational resources and on how that coverage could be improved. Results: The results show that teachers encounter important limitations in addressing competencies within all the RRI process requirements: reflexivity, anticipation, inclusion and responsiveness. They suggested learning methods and actions for improving that coverage in secondary STEAM education. Discussion and conclusions: We conclude that the Comprehensive Framework of RRI Competencies helps teachers reflect on how to innovate in STEAM education and that Community-Based Participatory Research facilitates the development of most of the competencies teachers considered difficult to apply with the other approaches.
- Published
- 2024
- Full Text
- View/download PDF
24. Socio-Ecological Associations of the Development of Sexual Behavior in Young Adolescent Girls in the Rural Southern Region of Malawi
- Author
-
Sadandaula Rose Muheriwa Matemba, Rosina Cianelli, Joseph P. De Santis, Natalia Villegas Rodriguez, Chrissie C. P. N. Kaponda, James M. McMahon, and Natalie M. LeBlanc
- Abstract
Adolescent girls are more likely to experience early sexual debut than boys. However, the developmental context of their sexual behaviors is under-investigated. Using the socio-ecological model and Malawi Schooling and Adolescent Survey, we investigated factors crucial in determining the development of sexual behaviors of 416, 14-year-old girls in rural southern Malawi. We applied Bivariate Logistic Regression analysis to determine associations. Results showed that 353 (84.9%) experienced sexual intercourse, 60 (18.4%) had multiple sexual partners, and 32 (9.1%) used condoms or hormonal contraceptives. Participants' educational background, desire for higher education, reproductive health knowledge, and being monitored by teachers in school were positively associated with healthy sexual behaviors. Having a boyfriend, lack of schooling support, and being invited to teachers' homes were positively associated with risky sexual behaviors. Therefore, promoting adolescents' formal education, sexual health literacy, and safety in schools should be essential components of research and biobehavioral interventions targeting young adolescents in Malawi.
- Published
- 2024
- Full Text
- View/download PDF
25. What's meant by explainable model: A Scoping Review
- Author
-
Mainali, Mallika and Weber, Rosina O
- Subjects
Computer Science - Artificial Intelligence - Abstract
We often see the term explainable in the titles of papers that describe applications based on artificial intelligence (AI). However, the literature in explainable artificial intelligence (XAI) indicates that explanations in XAI are application- and domain-specific, hence requiring evaluation whenever they are employed to explain a model that makes decisions for a specific application problem. Additionally, the literature reveals that the performance of post-hoc methods, particularly feature attribution methods, varies substantially hinting that they do not represent a solution to AI explainability. Therefore, when using XAI methods, the quality and suitability of their information outputs should be evaluated within the specific application. For these reasons, we used a scoping review methodology to investigate papers that apply AI models and adopt methods to generate post-hoc explanations while referring to said models as explainable. This paper investigates whether the term explainable model is adopted by authors under the assumption that incorporating a post-hoc XAI method suffices to characterize a model as explainable. To inspect this problem, our review analyzes whether these papers conducted evaluations. We found that 81% of the application papers that refer to their approaches as an explainable model do not conduct any form of evaluation on the XAI method they used., Comment: 8 pages, 2 figures. This paper was accepted at IJCAI 2023 workshop on Explainable Artificial Intelligence (XAI)
- Published
- 2023
26. Consider the Base for Representation at the Top: Political Parties and Women's Parliamentary Representation in Ghana's Fourth Republic
- Author
-
Addae, Michael Amoako and Foli, Rosina
- Subjects
Primaries -- Political aspects ,Political parties -- United Kingdom ,Democracy -- United Kingdom ,Political science ,Regional focus/area studies ,Social sciences ,New Patriotic Party -- Political activity -- Political aspects ,European Union. European Parliament -- Political aspects -- Political activity - Abstract
In a democracy, political parties play significant roles in candidate recruitment and selection. While several activities of political parties focusing on boosting women's representation in Ghana's Fourth Republic have been examined in the literature, this study expands that discussion. It notes that political parties have pursued various strategies to increase women's political representation; however, after three decades of Ghana's Fourth Republic, parliamentary seats occupied by women fall short of the minimum 30 percent level suggested by the UN Economic and Social Council resolution 1990/15. This suggests that perhaps Ghana is not doing enough. Using a qualitative research approach, this study argues that political parties must pursue women's recruitment with greater proactiveness from the basic unit of their political structure, the polling station or branch executives' level. This could encourage more female participation and influence the outcome of primary elections., Introduction Historically, women have suffered from marginalization and discrimination in governance. Globally, women made up about 26.5 percent of legislators at the beginning of 2023: although about a 1 percent [...]
- Published
- 2024
- Full Text
- View/download PDF
27. Left atrial function during exercise stress echocardiography as a sign of paroxysmal/persistent atrial fibrillation
- Author
-
Zagatina, Angela, Ciampi, Quirino, Peteiro, Jesus Vazquez, Kalinina, Elena, Begidova, Irina, Padang, Ratnasari, Boshchenko, Alla, Merli, Elisa, Lisi, Matteo, Rodriguez-Zanella, Hugo, Kobal, Sergio, Agoston, Gergely, Varga, Albert, Wierzbowska-Drabik, Karina, Kasprzak, Jarosław D., Arbucci, Rosina, Zhuravleva, Olga, Čelutkienė, Jelena, Lowenstein, Jorge, Ratanasit, Nithima Chaowalit, Colonna, Paolo, Carerj, Scipione, Pepi, Mauro, Pellikka, Patricia A., and Picano, Eugenio
- Published
- 2024
- Full Text
- View/download PDF
28. Latent profile analysis identifies four different clinical schizophrenia profiles through aberrant salience
- Author
-
Aloi, Matteo, de Filippis, Renato, Carbone, Elvira Anna, Rania, Marianna, Bertuca, Angela, Golia, Marisa, Nicoletta, Rosina, Segura-Garcia, Cristina, and De Fazio, Pasquale
- Published
- 2024
- Full Text
- View/download PDF
29. Extracellular vesicles from the microalga Tetraselmis chuii are biocompatible and exhibit unique bone tropism along with antioxidant and anti-inflammatory properties
- Author
-
Adamo, Giorgia, Santonicola, Pamela, Picciotto, Sabrina, Gargano, Paola, Nicosia, Aldo, Longo, Valeria, Aloi, Noemi, Romancino, Daniele P., Paterna, Angela, Rao, Estella, Raccosta, Samuele, Noto, Rosina, Salamone, Monica, Deidda, Irene, Costa, Salvatore, Di Sano, Caterina, Zampi, Giuseppina, Morsbach, Svenja, Landfester, Katharina, Colombo, Paolo, Wei, Mingxing, Bergese, Paolo, Touzet, Nicolas, Manno, Mauro, Di Schiavi, Elia, and Bongiovanni, Antonella
- Published
- 2024
- Full Text
- View/download PDF
30. A machine-learning regional clustering approach to understand ventilator-induced lung injury: a proof-of-concept experimental study
- Author
-
Cruces, Pablo, Retamal, Jaime, Damián, Andrés, Lago, Graciela, Blasina, Fernanda, Oviedo, Vanessa, Medina, Tania, Pérez, Agustín, Vaamonde, Lucía, Dapueto, Rosina, González-Dambrauskas, Sebastian, Serra, Alberto, Monteverde-Fernandez, Nicolas, Namías, Mauro, Martínez, Javier, and Hurtado, Daniel E.
- Published
- 2024
- Full Text
- View/download PDF
31. Revised taxon definition in European Cortinarius subgenus Dermocybe based on phylogeny, chemotaxonomy, and morphology
- Author
-
Huymann, Lesley Rosina, Hannecker, Anna, Giovanni, Turrini, Liimatainen, Kare, Niskanen, Tuula, Probst, Maraike, Peintner, Ursula, and Siewert, Bianka
- Published
- 2024
- Full Text
- View/download PDF
32. Impact of artisanal refining activities on bacterial diversity in a Niger Delta fallow land
- Author
-
Fenibo, Emmanuel Oliver, Nkuna, Rosina, and Matambo, Tonderayi
- Published
- 2024
- Full Text
- View/download PDF
33. Biting behaviour, spatio-temporal dynamics, and the insecticide resistance status of malaria vectors in different ecological zones in Ghana
- Author
-
Akuoko, Osei K., Dhikrullahi, Shittu B., Hinne, Isaac A., Mohammed, Abdul R., Owusu-Asenso, Christopher M., Coleman, Sylvester, Dadzie, Samuel K., Kyerematen, Rosina, Boakye, Daniel A., Wilson, Michael D., and Afrane, Yaw A.
- Published
- 2024
- Full Text
- View/download PDF
34. When a CBR in Hand is Better than Twins in the Bush
- Author
-
Ahmed, Mobyen Uddin, Barua, Shaibal, Begum, Shahina, Islam, Mir Riyanul, and Weber, Rosina O
- Subjects
Computer Science - Machine Learning ,Computer Science - Artificial Intelligence - Abstract
AI methods referred to as interpretable are often discredited as inaccurate by supporters of the existence of a trade-off between interpretability and accuracy. In many problem contexts however this trade-off does not hold. This paper discusses a regression problem context to predict flight take-off delays where the most accurate data regression model was trained via the XGBoost implementation of gradient boosted decision trees. While building an XGB-CBR Twin and converting the XGBoost feature importance into global weights in the CBR model, the resultant CBR model alone provides the most accurate local prediction, maintains the global importance to provide a global explanation of the model, and offers the most interpretable representation for local explanations. This resultant CBR model becomes a benchmark of accuracy and interpretability for this problem context, and hence it is used to evaluate the two additive feature attribute methods SHAP and LIME to explain the XGBoost regression model. The results with respect to local accuracy and feature attribution lead to potentially valuable future work., Comment: The version of this paper published in ICCBR XCBR '22 contained an erroneous sum in Equation 3 that we have corrected in this version
- Published
- 2023
35. Timescales of Cell Membrane Fusion Mediated by SARS-CoV2 Spike Protein and its Receptor ACE2
- Author
-
Hayward, Dominic, Dubey, Purushottam S, Appavou, Marie-Sousai, Holderer, Olaf, Frielinghaus, Henrich, Prevost, Sylvain, Farago, Bela, Sokolova, Anna, Zolnierczuk, Piotr, von Buttlar, Heiner, Braun, Peter, Bugert, Joachim Jakob, Ehmann, Rosina, and Jaksch, Sebastian
- Subjects
Physics - Biological Physics ,Condensed Matter - Soft Condensed Matter ,Physics - Medical Physics - Abstract
In this manuscript we describe the investigation of the SARS-CoV2 membrane fusion timescale by means of small-angle neutron scattering (SANS) using hydrogen/deuterium contrast variation. After the successful production of virus-like vesicles and human-host-cell-like vesicles we were able to follow the fusion of the respective vesicles in real-time. This was done using deuterated and protonated phospholipids in the vesicles in a neutron-contrast matched solvent. The vesicles were identical apart from either the presence or absence of the SARS-CoV2 spike protein. The human-host-cell-like vesicles were carrying an ACE2 receptor protein in all cases. In case of the absence of the spike protein a fusion over several hours was observed in agreement with literature, with a time constant of 4.5 h. In comparison, there was not time-evolution, but immediate fusion of the vesicles when the spike protein was present. Those two figures, fusion over several hours and fusion below 10 s corresponding to the absence or presence of the spike protein allow an upper-limit estimate for the fusion times of virus-like vesicles with the SARS-CoV2 spike protein of 10 s. This very fast fusion, when compared to the case without spike protein it is a factor of 2500, can also help to explain why infection with SARS-CoV2 can be so effective and fast. Studying spike protein variants using our method may explain differences in transmissibility between SARS-CoV2 strains. In addition, the model developed here can potentially be applied to any enveloped virus., Comment: 15 pages, 7 figures, 2 tables
- Published
- 2023
36. Extracellular vesicles from the microalga Tetraselmis chuii are biocompatible and exhibit unique bone tropism along with antioxidant and anti-inflammatory properties
- Author
-
Giorgia Adamo, Pamela Santonicola, Sabrina Picciotto, Paola Gargano, Aldo Nicosia, Valeria Longo, Noemi Aloi, Daniele P. Romancino, Angela Paterna, Estella Rao, Samuele Raccosta, Rosina Noto, Monica Salamone, Irene Deidda, Salvatore Costa, Caterina Di Sano, Giuseppina Zampi, Svenja Morsbach, Katharina Landfester, Paolo Colombo, Mingxing Wei, Paolo Bergese, Nicolas Touzet, Mauro Manno, Elia Di Schiavi, and Antonella Bongiovanni
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Abstract Extracellular vesicles (EVs) are membrane-enclosed bio-nanoparticles secreted by cells and naturally evolved to transport various bioactive molecules between cells and even organisms. These cellular objects are considered one of the most promising bio-nanovehicles for the delivery of native and exogenous molecular cargo. However, many challenges with state-of-the-art EV-based candidates as drug carriers still exist, including issues with scalability, batch-to-batch reproducibility, and cost-sustainability of the final therapeutic formulation. Microalgal extracellular vesicles, which we named nanoalgosomes, are naturally released by various microalgal species. Here, we evaluate the innate biological properties of nanoalgosomes derived from cultures of the marine microalgae Tetraselmis chuii, using an optimized manufacturing protocol. Our investigation of nanoalgosome biocompatibility in preclinical models includes toxicological analyses, using the invertebrate model organism Caenorhabditis elegans, hematological and immunological evaluations ex vivo and in mice. We evaluate nanoalgosome cellular uptake mechanisms in C. elegans at cellular and subcellular levels, and study their biodistribution in mice with accurate space-time resolution. Further examination highlights the antioxidant and anti-inflammatory bioactivities of nanoalgosomes. This holistic approach to nanoalgosome functional characterization demonstrates that they are biocompatible and innate bioactive effectors with unique bone tropism. These findings suggest that nanoalgosomes have significant potential for future therapeutic applications.
- Published
- 2024
- Full Text
- View/download PDF
37. A machine-learning regional clustering approach to understand ventilator-induced lung injury: a proof-of-concept experimental study
- Author
-
Pablo Cruces, Jaime Retamal, Andrés Damián, Graciela Lago, Fernanda Blasina, Vanessa Oviedo, Tania Medina, Agustín Pérez, Lucía Vaamonde, Rosina Dapueto, Sebastian González-Dambrauskas, Alberto Serra, Nicolas Monteverde-Fernandez, Mauro Namías, Javier Martínez, and Daniel E. Hurtado
- Subjects
Mechanical ventilation ,Ventilator-induced lung injury ,Lung strain ,Computed tomography ,Diagnostic imaging ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Abstract Background The spatiotemporal progression and patterns of tissue deformation in ventilator-induced lung injury (VILI) remain understudied. Our aim was to identify lung clusters based on their regional mechanical behavior over space and time in lungs subjected to VILI using machine-learning techniques. Results Ten anesthetized pigs (27 ± 2 kg) were studied. Eight subjects were analyzed. End-inspiratory and end-expiratory lung computed tomography scans were performed at the beginning and after 12 h of one-hit VILI model. Regional image-based biomechanical analysis was used to determine end-expiratory aeration, tidal recruitment, and volumetric strain for both early and late stages. Clustering analysis was performed using principal component analysis and K-Means algorithms. We identified three different clusters of lung tissue: Stable, Recruitable Unstable, and Non-Recruitable Unstable. End-expiratory aeration, tidal recruitment, and volumetric strain were significantly different between clusters at early stage. At late stage, we found a step loss of end-expiratory aeration among clusters, lowest in Stable, followed by Unstable Recruitable, and highest in the Unstable Non-Recruitable cluster. Volumetric strain remaining unchanged in the Stable cluster, with slight increases in the Recruitable cluster, and strong reduction in the Unstable Non-Recruitable cluster. Conclusions VILI is a regional and dynamic phenomenon. Using unbiased machine-learning techniques we can identify the coexistence of three functional lung tissue compartments with different spatiotemporal regional biomechanical behavior.
- Published
- 2024
- Full Text
- View/download PDF
38. Effects of compensation, informal organization, and commitment on employee retention and productivity in selected banks Ashanti Region, Ghana: The moderating role of job satisfaction
- Author
-
Rosina Owusu Panin, Naail Mohammed Kamil, Mohammed Borhandden Musah, Mariama Zakari, and Mohammad Issah
- Subjects
compensation ,informal organization ,job satisfaction ,employee retention ,employee productivity ,Social Sciences ,Anthropology ,GN1-890 - Abstract
In the new global economy, employee productivity has become a central issue of study. The financial services sector in Ghana has garnered significant attention in recent years. Given the growing inefficiencies in the Ghanaian banking industry, which has resulted in the revocation of operational licenses for some banks, this study aims to examine the impact of compensation, informal organization, and commitment on employee retention and productivity. Additionally, the study seeks to explore the moderating role of job satisfaction in selected private and public banks in the Ashanti region. The study utilized a quantitative research approach, sampling 270 respondents from the selected public and private banks in the Ashanti Region using a simple random sampling technique. For data analysis, the study employed multiple linear regression and utilized the PROCESS MACRO for SPSS version 25. The findings indicate that compensation, commitment, and informal organization exert a positive influence on employee retention, thereby affecting productivity. Furthermore, the study revealed that job satisfaction significantly moderates the relationship between compensation and employee retention, but it does not significantly moderate the relationship between informal organization and employee retention. Similarly, job satisfaction does not significantly moderate the relationship between commitment and employee retention.
- Published
- 2024
- Full Text
- View/download PDF
39. Multi-approach study, digitization and dissemination of a Bronze-Age engraved cup found in Filo Braccio, Filicudi (Aeolian Islands, Italy)
- Author
-
Dario Giuffrida, Maria Clara Martinelli, Francesco Armetta, Maria Luisa Saladino, and Rosina Celeste Ponterio
- Subjects
digital archaeology ,combined methodologies ,heritage documentation ,3d reconstruction ,near-infrared (nir) imaging ,Museums. Collectors and collecting ,AM1-501 ,Archaeology ,CC1-960 - Abstract
Highlights: • A multi-approach methodology was used for a thorough examination of a prehistoric cup decorated with engravings, found at the Bronze Age settlement of Filo Braccio in Filicudi Island (Messina). • Photogrammetry and near-infrared (NIR) imaging were combined to create a metrically correct digital replica (with switchable texture); 3D and 2D views were exported to study the vessel’s morphology and decorations. • To enrich the visiting experience, the 3D model was integrated into a web-based viewer, and enriched with informative annotation, making it easily accessible through mobile devices and computers. Abstract: This paper presents a multidisciplinary study combining photogrammetry, near-infrared (NIR) imaging and archaeological analysis to analyse a 1900-1800 BC engraved cup, found at the Bronze Age site of Filo Braccio in Filicudi, Aeolian Islands, Italy. The artefact is unique within the contemporary ‘Capo Graziano’ culture, featuring a rare complex figural scene engraved along the exterior walls; the “scene” provides insights into the prehistoric culture of Filicudi and the Aeolian Islands. The study focused on generating an accurate three-dimensional (3D) model to i) support archaeological research on the artefact's engravings and ii) create engaging digital media for remote and on-site visitors. Photogrammetry used high-resolution photographs taken around the object and control points for metric accuracy assessment. This study also utilises NIR and visible light imaging to examine the engraved cup. The photogrammetric workflow provided a realistic 3D model textured with both visible and NIR data: the 3D model enabled to improve the reading of the engraved scene, revealing horizontal registers of figures, while NIR imaging highlighted material inhomogeneity. The resulting 3D model achieved a high level of detail, with 4381407 faces and a root mean square (RMS) reprojection error of approximately 3.9 μm. The NIR imaging revealed additional surface details not visible in the standard photographs. For dissemination, the optimised 3D model was uploaded to Sketchfab with informative annotations, enabling remote study and cultural promotion of the artefact. This multi-approach methodology offers a valuable tool for comprehensive artefact documentation and analysis, providing new insights into the artefact's complex figural scene.
- Published
- 2024
- Full Text
- View/download PDF
40. THE CORRELATION BETWEEN ACCULTURATION DEPRESSION AND REFUGEES’ ATTITUDES TOWARD THE TEMPORAL CONTINUUM
- Author
-
Rosina Petrovna SHEVCHENKO, Valentyna Andreevna KOBZAR, and Victor Anatolyevich PAKHMURNY
- Subjects
refugees ,acculturation ,cultural shock ,acculturation stress ,temporal continuum ,depression ,Psychology ,BF1-990 - Abstract
The study investigates the relationship between acculturation depression and refugee attitudes toward the temporal continuum. Methodologies include the use of the Beck Depression Scale to assess severity and the Zimbardo Time Perspectives Inventory, which consists of five scales: positive and negative past, future, and fatalistic or hedonistic present. A total of 40 respondents participated in the research, divided into two subgroups: socially active (22 individuals) and socially passive (18 individuals). The findings indicate that socially active individuals exhibited the lowest presence of depressive syndromes at 77.3%, whereas socially passive individuals displayed indicators within sub-depression categories. Regarding temporal orientation, the first group leaned towards a future-oriented perspective (50%), while the second group showed a tendency towards a negative past orientation (38.89%). The study highlights the intricate relationship between subjects’ levels of social activity and their propensity for depression based on their orientation towards time.
- Published
- 2024
- Full Text
- View/download PDF
41. Importance of Anesthesia in Pediatric Laparoscopic Procedures
- Author
-
Escalona-Espinosa, Alejandro, primary, Alcaraz-Ramos, Rosina, additional, Aguilar-Romero, David, additional, and Lira-Hernandez, Keisuke, additional
- Published
- 2024
- Full Text
- View/download PDF
42. Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
- Author
-
O'Brien, Andrew, Weber, Rosina, and Kim, Edward
- Subjects
Computer Science - Machine Learning ,Statistics - Methodology - Abstract
The SINDy algorithm has been successfully used to identify the governing equations of dynamical systems from time series data. In this paper, we argue that this makes SINDy a potentially useful tool for causal discovery and that existing tools for causal discovery can be used to dramatically improve the performance of SINDy as tool for robust sparse modeling and system identification. We then demonstrate empirically that augmenting the SINDy algorithm with tools from causal discovery can provides engineers with a tool for learning causally robust governing equations.
- Published
- 2022
43. MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
- Author
-
Hannan, Darryl, Nesbit, Steven C., Wen, Ximing, Smith, Glen, Zhang, Qiao, Goffi, Alberto, Chan, Vincent, Morris, Michael J., Hunninghake, John C., Villalobos, Nicholas E., Kim, Edward, Weber, Rosina O., and MacLellan, Christopher J.
- Subjects
Computer Science - Computer Vision and Pattern Recognition - Abstract
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and interpreted ultrasonography at the patient's bedside. Interpreting these images requires a high level of expertise, which may not be available during emergencies. In this paper, we support POCUS by developing classifiers that can aid medical professionals by diagnosing whether or not a patient has pneumothorax. We decomposed the task into multiple steps, using YOLOv4 to extract relevant regions of the video and a 3D sparse coding model to represent video features. Given the difficulty in acquiring positive training videos, we trained a small-data classifier with a maximum of 15 positive and 32 negative examples. To counteract this limitation, we leveraged subject matter expert (SME) knowledge to limit the hypothesis space, thus reducing the cost of data collection. We present results using two lung ultrasound datasets and demonstrate that our model is capable of achieving performance on par with SMEs in pneumothorax identification. We then developed an iOS application that runs our full system in less than 4 seconds on an iPad Pro, and less than 8 seconds on an iPhone 13 Pro, labeling key regions in the lung sonogram to provide interpretable diagnoses., Comment: IAAI 2023 (7 pages)
- Published
- 2022
44. Novel image-analytic approach reveals new insights in fine-tuning of slime mould network adaptation
- Author
-
Philipp Rosina and Martin Grube
- Subjects
epinephrine ,exploration behaviour ,image analysis ,network complexity ,network volume ,starvation ,Science - Abstract
This study introduces a novel methodology to explore the network dynamics of Physarum polycephalum, an organism celebrated for its remarkable adaptive capabilities. We used two innovative techniques to analyse its growth behaviour and network modifications under stress conditions, including starvation and differential epinephrine exposures. The first method provided a quantitative assessment of growth and exploration over time. The second method provided a detailed examination of vein diameter and contraction patterns, illuminating the physiological adjustments P. polycephalum undergoes in response to environmental challenges. By integrating these approaches, we were able to estimate the total network volume of the organism, with a focus on the normalized estimated volume, unveiling insightful aspects of its structural adaptations. While starvation reduced the volume, indicating a significant structural compromise, low and high epinephrine concentrations maintained a volume-to-area ratio comparable with the control. Determining the fractal dimension of the networks over time revealed a fine-tuning of the network complexity in response to environmental conditions, with significant reductions under stress indicating a constrained network adaptation strategy. These methods, novel in their application to P. polycephalum, provide a framework for future studies and a basis for exploring complex network behaviours with potential applications in bioengineering and adaptive network design.
- Published
- 2024
- Full Text
- View/download PDF
45. Factors Influencing Youth Participation in Pineapple Production in the Eastern Region, Ghana
- Author
-
Rosina Akyere Buabeng, Emma Adom, and Akwasi Mensah-Bonsu
- Subjects
Youth participation ,pineapple production ,youth employment ,Agriculture (General) ,S1-972 - Abstract
The study examined the perceptions of youth and the factors influencing their participation in farm production, using the case of pineapple production in the Eastern region of Ghana. One hundred and eight youths were selected using a multistage sampling procedure. Percentage and a logit regression model were used for the analysis. Generally, participants (81%) perceived that pineapple production is labour-intensive and therefore they need support and incentives to motivate youth participation. Age (0.034), sex - being a male (0.206) and access to farm inputs – fertiliser (0.176) had positive and significant (1% level) influences on youth participation in pineapple production. The presence of an alternative source of employment (-0.154) and tertiary education level relative to no education (-0.249) discouraged participation in pineapple (primary) production by the youth. Investing in mechanised services and promoting farm inputs (fertiliser) accessibility are important to encourage the youth to participate in farm production.
- Published
- 2024
46. ESTRATÉGIA DE GESTÃO DE ESTOQUE PARA OTIMIZAÇÃO DA DISTRIBUIÇÃO DE CONCENTRADO DE HEMÁCIAS E REDUÇÃO DE DESCARTES NAS AGÊNCIAS TRANSFUSIONAIS DO HEMONÚCLEO DE APUCARANA-PR
- Author
-
CR Rosina, VSC Bertelli, and JF Bilobran
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Objetivos: Os objetivos deste trabalho foram estabelecer um estoque de segurança de concentrado de hemácias, ajustado com base no histórico de demanda para três agências transfusionais atendidas pelo Hemonúcleo de Apucarana: Honpar, Hospital da Providência e Labora e também obter a redução de descarte por vencimento de hemácias nestas agências. Material e métodos: Para estabelecer o estoque de segurança, foram coletados dados de 36 meses de cada agência, abrangendo: distribuição, descarte e estoque de hemácias. Os registros de distribuição foram obtidos do sistema informatizado SBSWeb, sendo os dados categorizados por tipo sangupineo e fator Rh. As informações sobre descarte foram consultadas por no sistema novo SHTweb. Já os dados de estoque no primeiro dia do mês, foram fornecidos pela agência ao hemonúcleo. Os dados foram organizados em uma planilha elaborada na suíte de escritórios de código aberto LibreOffice, versão 24.2.1, para análise estatística. Dessa forma, foram obtidos os quantitativos de distribuição, o percentual de descarte e o percentual de atendimento. A partir da planilha, foram calculadas as médias de distribuição por ABO/RH, além da média percentual de descarte por vencimento e do percentual de não atendimento à demanda solicitada. Esses cálculos foram realizados separadamente para cada agência. Resultados: Conseguiu-se chegar em um estoque de segurança de concentrado de hemácias para cada agência, considerando ABO/RH, facilitando a programação semanal de distribuição de hemácias para estas agências, bem como para facilitar o quantitativo a ser pedido pelas agências ao hemonúcleo. O descarte geral por vencimento das hemácias, sem considerar ABO/RH, apresentou uma considerável redução, principalmente na agência Honpar, responsável por cerca de 66 % da distribuição de hemácias do Hemonúcleo de Apucarana. Antes da implantação destes indicadores, o índice mensal de descarte chegava até 6%, ou seja, até 33 bolsas de hemácias, correspondendo a média de um dia de coleta do Hemonúcleo de Apucarana. Atualmente esta mesma agência, já houve meses com 0 % de descarte por vencimento, com a média anual atual de 1%. A agência do Hospital da Providência, responsável por cerca de 29 % da distribuição de hemácias, no início apresentava média anual de descarte por vencimento de 0,8% e atualmente sua média é 0,41%. Já a agência do Labora, responsável por cerca de 5% da distribuição de hemácias no início apresentava média anual de descarte por vencimento de 2% e atualmente sua média é 1,24 %. Discussão: Considerando que 33% das hemácias distribuídas pelo hemonúcleo citado são de origem da hemorrede, não sendo portanto a unidade autossuficiente e considerando que duas destas agências transfusionais não ficam localizadas no mesmo município do hemonúcleo, o estoque de segurança propicia uma melhor logística tanto para o hemonúcleo quanto para as agências. Também pode-se observar a considerável diminuição do descarte de hemácias, em todas as agências transfusionais atendidas. Estes resultados satisfatórios, com real possibilidade de implantação em outras unidades, por ser um método simples, foram possíveis pois houve parceria, colaboração, treinamento e comprometimento dos responsáveis pelas agências transfusionais, que se empenharam e entenderam a importância da gestão eficaz de estoque. Conclusão: Com a implantação do estoque de segurança e a redução de descarte de hemácias, conclui-se que os objetivos do trabalho foram atingidos, aprimorando assim o gerenciamento de estoque tanto do hemonúcleo de Apucarana quanto das agências transfusionais. Este bom gerenciamento de ambas as partes, reflete em economias no ciclo do sangue, promovendo a cada dia o uso racional de hemocomponentes.
- Published
- 2024
- Full Text
- View/download PDF
47. Conducting mixed methods research with women in a forensic mental health setting: A reflexive account from a nurse as researcher
- Author
-
Alison Hansen, Michael Hazelton, Robyn Rosina, and Kerry J. Inder
- Subjects
mental health nursing ,mixed methods research ,nurse ,reflexivity ,Nursing ,RT1-120 - Abstract
Abstract Aims To describe a reflexive account of a mental health nurse as researcher undertaking a mixed methods study as part of a doctoral degree, with women in a secure forensic hospital. Design A discursive paper that draws upon the primary author's experience of dual roles as a mental health nurse and a novice researcher, and relevant literature pertaining to positionality and reflexivity in the context of conducting mixed methods research. Methods A mixed methods study was conducted within a secure forensic hospital in Australia, to identify factors associated with the frequency and duration of seclusion for women and, to explore their experiences of seclusion. Notes and a reflective diary were used to demonstrate the reflexive approach and strategies used throughout the study design and data collection stages of the research. Results Women in the secure forensic hospital setting often have complex histories and experiences and are considered a vulnerable group, which can add additional challenges when undertaking research with this population. As a doctoral student with clinical experience in mental health undertaking research in the forensic hospital setting with women, positionality and the connection with reflexivity requires exploration to understand self and the influence on research. This understanding along with identified strategies to enhance reflexivity, supports the management of the dual nurse as researcher roles to enhance all stages of the research process. Conclusion Doctoral nursing candidates undertaking clinical research in their area of clinical practice and at the location of previous employment, may experience challenges in relation to identity and the dichotomy of roles. Further challenges can be posed when research involves complex populations and/or controversial practices. Support to balance role conflict and maintain reflexivity is critical to understanding the role of self in research and to enhance credibility. Implications for the Profession and/or Clinical Practice Women are a complex, yet minority population in forensic mental health settings, however the numbers of women being admitted to services is increasing. Future research may consider the use of the strategies explored here to enhance the reflexive process, and support future researchers in this field to conduct research that aims to support an often‐misheard population to better support health outcomes. Patient or Public Involvement There was no patient or public contribution to this paper, however the study in which this paper is based on, is grounded in the experience of patients (women).
- Published
- 2024
- Full Text
- View/download PDF
48. Responding to the needs of medical laboratory professionals: The CSMLS Mental Health Toolkit
- Author
-
Rosina Mete, Brandon Djukic, and Christine Nielsen
- Subjects
medical laboratory ,healthcare ,mental health ,stress ,burnout ,Human settlements. Communities ,HT51-65 ,Social pathology. Social and public welfare. Criminology ,HV1-9960 - Abstract
Canadian Society for Medical Laboratory Science (CSMLS) is Canada’s national certifying body and professional society for medical laboratory professionals. Their research revealed increasing levels of workplace stress among their membership and concerns regarding burnout. The implications of ignoring this trend could have led to significant workplace issues and concerns with medical laboratory testing and analysis. Consequently, CSMLS developed the Mental Health Toolkit, a dynamic website featuring mental health concepts, self-assessment tools, coping skills, and strategies to better manage stress. The Mental Health Toolkit is available free to CSMLS members. It was used as a resource for mental health by medical laboratory professionals during the height of the COVID pandemic. CSMLS continues to embrace education and awareness regarding mental health to help address stigma among medical laboratory professionals.
- Published
- 2024
- Full Text
- View/download PDF
49. Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure.
- Author
-
Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim 0006, Rosina O. Weber, and Christopher J. MacLellan
- Published
- 2024
- Full Text
- View/download PDF
50. Aligning to Human Decision-Makers in Military Medical Triage.
- Author
-
Matthew Molineaux, Rosina O. Weber, Michael W. Floyd, David H. Ménager, Othalia Larue, Ursula Addison, Ray Kulhanek, Noah Reifsnyder, Christopher B. Rauch, Mallika Mainali, Anik Sen, Prateek Goel, Justin Karneeb, J. T. Turner, and John Meyer
- Published
- 2024
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.