7,190 results on '"A A Dada"'
Search Results
2. Overcoming Autoware-Ubuntu Incompatibility in Autonomous Driving Systems-Equipped Vehicles: Lessons Learned
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Zhang, Dada, Islam, Md Ruman, Huang, Pei-Chi, and Ho, Chun-Hsing
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Computer Science - Robotics ,Computer Science - Operating Systems ,Computer Science - Software Engineering - Abstract
Autonomous vehicles have been rapidly developed as demand that provides safety and efficiency in transportation systems. As autonomous vehicles are designed based on open-source operating and computing systems, there are numerous resources aimed at building an operating platform composed of Ubuntu, Autoware, and Robot Operating System (ROS). However, no explicit guidelines exist to help scholars perform trouble-shooting due to incompatibility between the Autoware platform and Ubuntu operating systems installed in autonomous driving systems-equipped vehicles (i.e., Chrysler Pacifica). The paper presents an overview of integrating the Autoware platform into the autonomous vehicle's interface based on lessons learned from trouble-shooting processes for resolving incompatible issues. The trouble-shooting processes are presented based on resolving the incompatibility and integration issues of Ubuntu 20.04, Autoware.AI, and ROS Noetic software installed in an autonomous driving systems-equipped vehicle. Specifically, the paper focused on common incompatibility issues and code-solving protocols involving Python compatibility, Compute Unified Device Architecture (CUDA) installation, Autoware installation, and simulation in Autoware.AI. The objective of the paper is to provide an explicit and detail-oriented presentation to showcase how to address incompatibility issues among an autonomous vehicle's operating interference. The lessons and experience presented in the paper will be useful for researchers who encountered similar issues and could follow up by performing trouble-shooting activities and implementing ADS-related projects in the Ubuntu, Autoware, and ROS operating systems.
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- 2024
3. Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
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Dorfner, Felix J., Dada, Amin, Busch, Felix, Makowski, Marcus R., Han, Tianyu, Truhn, Daniel, Kleesiek, Jens, Sushil, Madhumita, Lammert, Jacqueline, Adams, Lisa C., and Bressem, Keno K.
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Computer Science - Computation and Language - Abstract
Large language models (LLMs) have shown potential in biomedical applications, leading to efforts to fine-tune them on domain-specific data. However, the effectiveness of this approach remains unclear. This study evaluates the performance of biomedically fine-tuned LLMs against their general-purpose counterparts on a variety of clinical tasks. We evaluated their performance on clinical case challenges from the New England Journal of Medicine (NEJM) and the Journal of the American Medical Association (JAMA) and on several clinical tasks (e.g., information extraction, document summarization, and clinical coding). Using benchmarks specifically chosen to be likely outside the fine-tuning datasets of biomedical models, we found that biomedical LLMs mostly perform inferior to their general-purpose counterparts, especially on tasks not focused on medical knowledge. While larger models showed similar performance on case tasks (e.g., OpenBioLLM-70B: 66.4% vs. Llama-3-70B-Instruct: 65% on JAMA cases), smaller biomedical models showed more pronounced underperformance (e.g., OpenBioLLM-8B: 30% vs. Llama-3-8B-Instruct: 64.3% on NEJM cases). Similar trends were observed across the CLUE (Clinical Language Understanding Evaluation) benchmark tasks, with general-purpose models often performing better on text generation, question answering, and coding tasks. Our results suggest that fine-tuning LLMs to biomedical data may not provide the expected benefits and may potentially lead to reduced performance, challenging prevailing assumptions about domain-specific adaptation of LLMs and highlighting the need for more rigorous evaluation frameworks in healthcare AI. Alternative approaches, such as retrieval-augmented generation, may be more effective in enhancing the biomedical capabilities of LLMs without compromising their general knowledge., Comment: 10 pages, 3 tables, 1 figure
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- 2024
4. Polarization Purity and Dispersion Characteristics of Nested Antiresonant Nodeless Hollow-Core Optical Fiber at Near- and Short-wave-IR Wavelengths for Quantum Communications
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Afxenti, Ivi, Yu, Lijun, Shields, Taylor, Faccio, Daniele, Bradley, Thomas, Caspani, Lucia, Clerici, Matteo, and Dada, Adetunmise C.
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Physics - Optics ,Quantum Physics - Abstract
Advancements in quantum communication and sensing require improved optical transmission that ensures excellent state purity and reduced losses. While free-space optical communication is often preferred, its use becomes challenging over long distances due to beam divergence, atmospheric absorption, scattering, and turbulence, among other factors. In the case of polarization encoding, traditional silica-core optical fibers, though commonly used, struggle with maintaining state purity due to stress-induced birefringence. Hollow core fibers, and in particular nested antiresonant nodeless fibers (NANF), have recently been shown to possess unparalleled polarization purity with minimal birefringence in the telecom wavelength range using continuous-wave (CW) laser light. Here, we investigate a 1-km NANF designed for wavelengths up to the 2-$\mu$m waveband. Our results show a polarization extinction ratio between ~-30 dB and ~-70 dB across the 1520 to 1620 nm range in CW operation, peaking at ~-60 dB at the 2-$\mu$m design wavelength. Our study also includes the pulsed regime, providing insights beyond previous CW studies, e.g., on the propagation of broadband quantum states of light in NANF at 2 $\mu$m, and corresponding extinction-ratio-limited quantum bit error rates (QBER) for prepare-measure and entanglement-based quantum key distribution (QKD) protocols. Our findings highlight the potential of these fibers in emerging applications such as QKD, pointing towards a new standard in optical quantum technologies.
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- 2024
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5. Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding
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Idrissi-Yaghir, Ahmad, Dada, Amin, Schäfer, Henning, Arzideh, Kamyar, Baldini, Giulia, Trienes, Jan, Hasin, Max, Bewersdorff, Jeanette, Schmidt, Cynthia S., Bauer, Marie, Smith, Kaleb E., Bian, Jiang, Wu, Yonghui, Schlötterer, Jörg, Zesch, Torsten, Horn, Peter A., Seifert, Christin, Nensa, Felix, Kleesiek, Jens, and Friedrich, Christoph M.
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Computer Science - Computation and Language ,Computer Science - Artificial Intelligence ,Computer Science - Machine Learning - Abstract
Recent advances in natural language processing (NLP) can be largely attributed to the advent of pre-trained language models such as BERT and RoBERTa. While these models demonstrate remarkable performance on general datasets, they can struggle in specialized domains such as medicine, where unique domain-specific terminologies, domain-specific abbreviations, and varying document structures are common. This paper explores strategies for adapting these models to domain-specific requirements, primarily through continuous pre-training on domain-specific data. We pre-trained several German medical language models on 2.4B tokens derived from translated public English medical data and 3B tokens of German clinical data. The resulting models were evaluated on various German downstream tasks, including named entity recognition (NER), multi-label classification, and extractive question answering. Our results suggest that models augmented by clinical and translation-based pre-training typically outperform general domain models in medical contexts. We conclude that continuous pre-training has demonstrated the ability to match or even exceed the performance of clinical models trained from scratch. Furthermore, pre-training on clinical data or leveraging translated texts have proven to be reliable methods for domain adaptation in medical NLP tasks., Comment: Accepted at LREC-COLING 2024
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- 2024
6. New particle formation from isoprene under upper-tropospheric conditions
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Shen, Jiali, Russell, Douglas M., DeVivo, Jenna, Kunkler, Felix, Baalbaki, Rima, Mentler, Bernhard, Scholz, Wiebke, Yu, Wenjuan, Caudillo-Plath, Lucía, Sommer, Eva, Ahongshangbam, Emelda, Alfaouri, Dina, Almeida, João, Amorim, Antonio, Beck, Lisa J., Beckmann, Hannah, Berntheusel, Moritz, Bhattacharyya, Nirvan, Canagaratna, Manjula R., Chassaing, Anouck, Cruz-Simbron, Romulo, Dada, Lubna, Duplissy, Jonathan, Gordon, Hamish, Granzin, Manuel, Große Schute, Lena, Heinritzi, Martin, Iyer, Siddharth, Klebach, Hannah, Krüger, Timm, Kürten, Andreas, Lampimäki, Markus, Liu, Lu, Lopez, Brandon, Martinez, Monica, Morawiec, Aleksandra, Onnela, Antti, Peltola, Maija, Rato, Pedro, Reza, Mago, Richter, Sarah, Rörup, Birte, Sebastian, Milin Kaniyodical, Simon, Mario, Surdu, Mihnea, Tamme, Kalju, Thakur, Roseline C., Tomé, António, Tong, Yandong, Top, Jens, Umo, Nsikanabasi Silas, Unfer, Gabriela, Vettikkat, Lejish, Weissbacher, Jakob, Xenofontos, Christos, Yang, Boxing, Zauner-Wieczorek, Marcel, Zhang, Jiangyi, Zheng, Zhensen, Baltensperger, Urs, Christoudias, Theodoros, Flagan, Richard C., El Haddad, Imad, Junninen, Heikki, Möhler, Ottmar, Riipinen, Ilona, Rohner, Urs, Schobesberger, Siegfried, Volkamer, Rainer, Winkler, Paul M., Hansel, Armin, Lehtipalo, Katrianne, Donahue, Neil M., Lelieveld, Jos, Harder, Hartwig, Kulmala, Markku, Worsnop, Doug R., Kirkby, Jasper, Curtius, Joachim, and He, Xu-Cheng
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- 2024
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7. Enhancing interferometry using weak value amplification with real weak values
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Huang, Jing-Hui, Jordan, Kyle M., Dada, Adetunmise C., Hu, Xiang-Yun, and Lundeen, Jeff. S.
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Quantum Physics - Abstract
We introduce an ultra-sensitive interferometric protocol that combines weak value amplification (WVA) with traditional interferometry. This WVA+interferometry protocol uses weak value amplification of the relative delay between two paths to enhance the interferometric sensitivity, approaching the quantum limit for classical light. As an example, we demonstrate a proof-of-principle experiment that achieves few-attosecond timing resolution (few-nanometer path length resolution) with a double-slit interferometer using only common optical components. Since our example uses only the spatial shift of double-slit interference fringes, its precision is not limited by the timing resolution of the detectors, but is instead limited solely by the fundamental shot noise associated with classical light. We experimentally demonstrate that the signal-to-noise ratio can be improved by one to three orders of magnitude and approaches the shot-noise limit in the large amplification regime. Previously, quantum-limited WVA delay measurements were thought to require imaginary weak values, which necessitate light with a broad spectral bandwidth and high-resolution spectrometers. In contrast, our protocol highlights the feasibility of using real weak values and narrowband light. Thus, our protocol is a compelling and cost-effective approach to enhance interferometry., Comment: 3 figures
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- 2024
8. Prevalence of FSH-R Asn680Ser and Ala307Thr receptor polymorphism and their correlation with ART outcomes among infertile Indian-Asian women-a prospective cohort study
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Mahey, Reeta, Rajput, Monika, Dada, Rima, Kalaivani, Mani, Gupta, Monica, Cheluvaraju, Rohitha, Malhotra, Neena, Saini, Monika, Bhatt, Ashok, Kumar, Manoj, Singh, Neeta, and Bhatla, Neerja
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- 2024
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9. External shocks and macroeconomic volatility in Nigeria: does financial development moderate the effect?
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Abanikanda, Ezekiel Olamide and Dada, James Temitope
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- 2024
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10. Sub-0.6 eV Inverted Metamorphic GaInAs Cells Grown on InP and GaAs Substrates for Thermophotovoltaics and Laser Power Conversion
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Schulte, Kevin L., Friedman, Daniel J., Dada, Titilope, Guthrey, Harvey L., da Costa, Edgard Winter, Tervo, Eric J., France, Ryan M., Geisz, John F., and Steiner, Myles A.
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Physics - Applied Physics ,Condensed Matter - Materials Science - Abstract
We present inverted metamorphic Ga0.3In0.7As photovoltaic converters with sub-0.60 eV bandgaps grown on InP and GaAs substrates. The compositionally graded buffers in these devices have threading dislocation densities of 1.3x10^6 cm^-2 and 8.9x10^6 cm^-2 on InP and GaAs, respectively. The devices generate open-circuit voltages of 0.386 V and 0.383 V, respectively, at a current density of ~10 A/cm^2, yielding bandgap-voltage offsets of 0.20 and 0.21 V. We measured their broadband reflectance and used it to estimate thermophotovoltaic efficiency. The InP-based cell is estimated to yield 1.09 W/cm^2 at 1100 degrees C vs. 0.92 W/cm^2 for the GaAs-based cell, with efficiencies of 16.8 vs. 9.2%. The efficiencies of both devices are limited by sub-bandgap absorption, with power weighted sub-bandgap reflectances of 81% and 58%, respectively, which we assess largely occurs in the graded buffers. We estimate that the thermophotovoltaic efficiencies would peak at ~1100 degrees C at 24.0% and 20.7% in structures with the graded buffer removed, if previously demonstrated reflectance is achieved. These devices also have application to laser power conversion in the 2.0-2.3 micron atmospheric window. We estimate peak LPC efficiencies of 36.8% and 32.5% under 2.0 micron irradiances of 1.86 W/cm^2 and 2.81 W/cm^2, respectively., Comment: 14 pages, 6 figures
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- 2023
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11. A prospective observational study on the anatomical variations of recurrent laryngeal nerve and its application in the prevention of injury during thyroid surgery in a tertiary care centre
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Kale, Vitthal Dada, Prajosh, Aishwarya, Chavan, Shrinivas S., and Patra, Ananya
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- 2024
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12. Key factors influencing students’ academic performance
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Suleiman, Ibrahim Baba, Okunade, Oluwasogo Adekunle, Dada, Emmanuel Gbenga, and Ezeanya, Uchenna Christiana
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- 2024
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13. Trypsin, chymotrypsin and elastase in health and disease
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Famutimi, Oladoyin Grace, Adebiyi, Victor Gbolahan, Akinmolu, Bukola Grace, Dada, Omoniyi Vincent, and Adewale, Isaac Olusanjo
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- 2024
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14. Optimizing the maximum strain of a laser-deposited high-entropy alloy using COMSOL multiphysics
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Modupeola, Dada and Patricia, Popoola
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- 2024
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15. The effect of novel vitamin D3 compounds on saliva samples from COVID-19 patients: a lab study
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Feteih, Sarah M. Nizar, Dada, Ashraf, Heaphy, Emily L. G., Zailaie, Samar, Jan, Dania, Rashed, Zinab, and Wali, Ghassan
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- 2024
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16. Poroelastic effects of chemical loading in consolidation of residual soils
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Irheren, Dada, Okafor, Fidelis Onyebuchi, and Onyia, Michael Ebie
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- 2024
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17. Management and outcome of intracranial fungal infections in children and adults in Africa: a scoping review
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Takoutsing, Berjo Dongmo, Ooi, Setthasorn Zhi Yang, Egu, Chinedu, Gillespie, Conor S., Dalle, David Ulrich, Erhabor, Joshua, Ciuculete, Ana Catinca, Kesici, Özgür, Awad, Ahmed K., Dokponou, Yao Christian Hugues, Khan, Mehdi, Ikwuegbuenyi, Chibuikem A., Dada, Olaoluwa Ezekiel, Bandyopadhyay, Soham, and Bankole, Nourou Dine Adeniran
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- 2024
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18. Key gene modules and hub genes associated with pyrethroid and organophosphate resistance in Anopheles mosquitoes: a systems biology approach
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Odhiambo, Cynthia Awuor, Derilus, Dieunel, Impoinvil, Lucy Mackenzie, Omoke, Diana, Saizonou, Helga, Okeyo, Stephen, Dada, Nsa, Mulder, Nicola, Nyamai, Dorothy, Nyanjom, Steven, Lenhart, Audrey, Djogbénou, Luc S., and Ochomo, Eric
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- 2024
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19. Social distancing stress, anxiety/depression, COVID-19 diagnosis, gender identity, and immigration status
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Adzrago, David, Chiangong, Jolyna, Ormiston, Cameron K., Dada, Oluwabunmi M., Jones, Antwan, and Williams, Faustine
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- 2024
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20. Yoga and its effect on sperm genomic integrity, gene expression, telomere length and perceived quality of life in early pregnancy loss
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Dhawan, Vidhu, Malhotra, Neena, Singh, Neeta, Dadhwal, Vatsla, and Dada, Rima
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- 2024
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21. Transcriptomic analysis of Anopheles gambiae from Benin reveals overexpression of salivary and cuticular proteins associated with cross-resistance to pyrethroids and organophosphates
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Saizonou, Helga, Impoinvil, Lucy Mackenzie, Derilus, Dieunel, Omoke, Diana, Okeyo, Stephen, Dada, Nsa, Corredor, Claudia, Mulder, Nicola, Lenhart, Audrey, Ochomo, Eric, and Djogbénou, Luc S.
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- 2024
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22. Whole transcriptomic analysis reveals overexpression of salivary gland and cuticular proteins genes in insecticide-resistant Anopheles arabiensis from Western Kenya
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Omoke, Diana, Impoinvil, Lucy Mackenzie, Derilus, Dieunel, Okeyo, Stephen, Saizonou, Helga, Mulder, Nicola, Dada, Nsa, Lenhart, Audrey, Djogbénou, Luc, and Ochomo, Eric
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- 2024
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23. Preparing healthcare facilities in sub-Saharan Africa for future outbreaks: insights from a multi-country digital self-assessment of COVID-19 preparedness
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Gómez-Pérez, Gloria P., de Graaff, Aafke E., Dekker, John T., Agyei, Bonifacia B., Dada, Ibironke, Milimo, Emmanuel, Ommeh, Marilyn S., Risha, Peter, Rinke de Wit, Tobias F., and Spieker, Nicole
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- 2024
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24. Salacia spp.: recent insights on biotechnological interventions and future perspectives
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Chavan, Jaykumar, Patil, Priyanka, Patil, Avdhoot, Deshmukh, Akshay, Panari, Pallavi, Mohite, Ashwini, Lawand, Pramod, Yadav, Pradnya, Bodhe, Minal, Kadam, Abhijit, Namdas, Dada, Pawar, Bandu, Jadhav, Amol, Shekhawat, Mahipal, and Santa-Catarina, Claudette
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- 2024
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25. Monitoring of areas in conflict with the Legislation for the Protection of Native Vegetation in Brazil: opportunity for large-scale forest restoration and for the Brazilian global agenda
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de Morais Junior, Vicente Toledo Machado, de Jesus França, Luciano Cavalcante, Brianezi, Daniel, Romero, Flora Magdaline Benitez, Milagre, Jocimar Caiafa, Mendes, Lucas José, de Oliveira Marques, Renato, de Oliveira, Luiz Fernando Dada, Lara, Diego Soares, Brandt, Allan Christian, Stefanel, Charlene Moro, Zanuncio, Antônio José Vinha, da Rocha, Samuel José Silva Soares, la Cruz, Ricardo Alcántara-de, and Jacovine, Laércio Antônio Gonçalves
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- 2024
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26. Recent advances in joining technologies of aluminum alloys: a review
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Modupeola Dada and Patricia Popoola
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Aluminum alloys ,Joining technologies ,Friction stir welding (FSW) ,Laser beam welding (LBW) ,Hybrid laser arc welding (HLAW) ,Additive manufacturing ,Materials of engineering and construction. Mechanics of materials ,TA401-492 - Abstract
Abstract Aluminum alloys have become vital in industries such as aerospace and automotive due to their high strength-to-weight ratio, corrosion resistance, and versatility. This study examines traditional joining methods like welding, brazing, and mechanical fastening, alongside modern innovations such as friction stir welding (FSW), laser beam welding (LBW), and hybrid laser arc welding (HLAW). These techniques enhance aluminium alloys' mechanical performance and structural integrity, addressing challenges like hydrogen embrittlement and environmental concerns associated with hexavalent chromium. It discusses recent efforts to improve fatigue resistance, fracture toughness, and thermal stability, emphasizing the role of advanced alloys in meeting industry demands. The study concludes by identifying future research directions in alloy design, sustainable manufacturing practices, and the integration of emerging technologies to optimize aluminum alloys for next-generation applications.
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- 2024
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27. External shocks and macroeconomic volatility in Nigeria: does financial development moderate the effect?
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Ezekiel Olamide Abanikanda and James Temitope Dada
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External shocks ,Macroeconomic volatility ,Financial development ,Nigeria ,Commerce ,HF1-6182 ,Finance ,HG1-9999 - Abstract
Purpose – Motivated by the negative effect of external shocks on the domestic economy, this study explores the role of financial sector development in absorbing the effect of external shocks on macroeconomic volatility in Nigeria. Design/methodology/approach – Autoregressive distributed lag and fully modify ordinary least square are used to examine the moderating effect of financial development in the link between external shocks and macroeconomic volatilities in Nigeria between 1986Q1 and 2019Q4. External shock is proxy using oil price shock, and financial development is proxy by domestic credit to the private sector and market capitalisation. At the same time, macroeconomic volatility is proxy by output and inflation volatilities. Macroeconomic volatilities are generated using generalised autoregressive conditional heteroskedasticity (GARCH 1,1). Findings – The results indicate that domestic credit to the private sector significantly reduces output and inflation volatilities in Nigeria in the short and long run. However, market capitalisation promotes macroeconomic volatility. More specifically, financial development indicators play different roles in curtaining macroeconomic volatilities. The results also reveal that external shocks stimulate macroeconomic volatility in Nigeria in the short and long run. Nevertheless, the effects of external shocks on macroeconomic volatilities are reduced when the role of financial development is incorporated. Practical implications – This study, therefore, concludes that strong financial sector development serves as a significant shock absorber in reducing the adverse effect of external shock on the domestic economy. Originality/value – This study contributes to the extant studies by introducing a country-specific analysis into the empirical examination of how financial development can moderate the influence of external shock on macroeconomic volatilities.
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- 2024
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28. The annual cycle and sources of relevant aerosol precursor vapors in the central Arctic during the MOSAiC expedition
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M. Boyer, D. Aliaga, L. L. J. Quéléver, S. Bucci, H. Angot, L. Dada, B. Heutte, L. Beck, M. Duetsch, A. Stohl, I. Beck, T. Laurila, N. Sarnela, R. C. Thakur, B. Miljevic, M. Kulmala, T. Petäjä, M. Sipilä, J. Schmale, and T. Jokinen
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Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
In this study, we present and analyze the first continuous time series of relevant aerosol precursor vapors from the central Arctic (north of 80° N) during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition. These precursor vapors include sulfuric acid (SA), methanesulfonic acid (MSA), and iodic acid (IA). We use FLEXPART simulations, inverse modeling, sulfur dioxide (SO2) mixing ratios, and chlorophyll a (chl a) observations to interpret the seasonal variability in the vapor concentrations and identify dominant sources. Our results show that both natural and anthropogenic sources are relevant for the concentrations of SA in the Arctic, but anthropogenic sources associated with Arctic haze are the most prevalent. MSA concentrations are an order of magnitude higher during polar day than during polar night due to seasonal changes in biological activity. Peak MSA concentrations were observed in May, which corresponds with the timing of the annual peak in chl a concentrations north of 75° N. IA concentrations exhibit two distinct peaks during the year, namely a dominant peak in spring and a secondary peak in autumn, suggesting that seasonal IA concentrations depend on both solar radiation and sea ice conditions. In general, the seasonal cycles of SA, MSA, and IA in the central Arctic Ocean are related to sea ice conditions, and we expect that changes in the Arctic environment will affect the concentrations of these vapors in the future. The magnitude of these changes and the subsequent influence on aerosol processes remains uncertain, highlighting the need for continued observations of these precursor vapors in the Arctic.
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- 2024
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29. Confronting racism as a healthcare challenge: A teaching and learning approach
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T. Dada, S. Lowe, and P. Whybrow
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Structural racism ,Microaggressions ,Undergraduate ,Inequalities ,Inclusivity ,Education - Abstract
Abstract Across the United Kingdom, medical schools are acknowledging the need to respond to inequalities experienced by minority groups, racism within healthcare, and the need to decolonise medical curricula. Understanding the impact of structural racism is increasingly recognised as part of health professionals’ training. In this paper we report the delivery of a new lecture and workshop on racism to first year medical students at Hull York Medical School, aimed to teach students about structural racism and the impact it has on health and healthcare services. Whereas comparable training programmes focus on personal values of inclusivity and diversity, these sessions encourage students to consider the reality of racism as part of health and healthcare experiences. The session includes conceptual content alongside applied examples of microaggression experienced by a healthcare professional. We report the results of student feedback attained through surveys using Likert scales and free text. We conclude by discussing the benefits of teaching medical students about racism, and its impact on patients and staff, rather than just inclusive practice.
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- 2024
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30. A prospective observational study on the anatomical variations of recurrent laryngeal nerve and its application in the prevention of injury during thyroid surgery in a tertiary care centre
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Vitthal Dada Kale, Aishwarya Prajosh, Shrinivas S. Chavan, and Ananya Patra
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Recurrent laryngeal nerve ,RLN ,Recurrent laryngeal nerve branching ,Anatomical variations of RLN ,Otorhinolaryngology ,RF1-547 - Abstract
Abstract Background Thyroid gland is the largest and most vascular structure among the endocrine glands. The recurrent laryngeal nerve and the superior laryngeal nerve are closely related to the thyroid gland; these nerves control voice and are vital in breathing. Anatomical preservation of the recurrent laryngeal nerve (RLN) is the gold standard in thyroid surgery. Visual identification of RLN has decreased the rates of permanent RLN palsy during thyroid and parathyroid operations. Prior knowledge about the branching patterns will help in predicting and preventing injury to the nerve during thyroid surgery. Aim and objectives The aim of the study is to observe the terminal branching pattern of recurrent laryngeal nerve before its entry into the larynx. Methods An observational study with 50 participants who fulfilled the inclusion and exclusion criteria were enrolled in the study. After a complete evaluation and pre-anaesthetic checkup, the patients were operated and intraoperative findings of RLN branching were recorded and compared for the study. Results In our study, out of the 50 patients who underwent thyroid surgery during the course of the study, right-sided RLN branching was demonstrated in 25 patients (21 right hemithyroidectomy and 4 total thyroidectomy). Ten patients had RLN bifurcation, 7 had trifurcation, 5 had numerous branches, and 3 with no branching pattern were noted. Similarly, out of 29 patients (25 left hemithyroidectomy and 4 total thyroidectomy) in whom left-sided RLN branching was studied, bifurcation was seen in 10 patients, trifurcation in 12 patients, and multiple branching was observed in 7. Conclusion The anatomical variations seen in RLN may increase the risk of vocal cord palsy due to its injury. Anatomical variations are categorized according to the original direction of the RLN and the number of terminal branches in the larynx. This classification aids in the identification and preservation of its branches, hence facilitating a safer thyroidectomy.
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- 2024
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31. Effect of Citric Acid concentration on the Physicochemical Properties and Release Profile of Ibuprofen-loaded 'Digitaria exilis' Starch Nanoparticles
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John, J E, Tytler, B A, Habila, J D, Apeji, Y E, Dada, A, and Isimi, C Y
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- 2023
32. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
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Li, Jianning, Zhou, Zongwei, Yang, Jiancheng, Pepe, Antonio, Gsaxner, Christina, Luijten, Gijs, Qu, Chongyu, Zhang, Tiezheng, Chen, Xiaoxi, Li, Wenxuan, Wodzinski, Marek, Friedrich, Paul, Xie, Kangxian, Jin, Yuan, Ambigapathy, Narmada, Nasca, Enrico, Solak, Naida, Melito, Gian Marco, Vu, Viet Duc, Memon, Afaque R., Schlachta, Christopher, De Ribaupierre, Sandrine, Patel, Rajnikant, Eagleson, Roy, Chen, Xiaojun, Mächler, Heinrich, Kirschke, Jan Stefan, de la Rosa, Ezequiel, Christ, Patrick Ferdinand, Li, Hongwei Bran, Ellis, David G., Aizenberg, Michele R., Gatidis, Sergios, Küstner, Thomas, Shusharina, Nadya, Heller, Nicholas, Andrearczyk, Vincent, Depeursinge, Adrien, Hatt, Mathieu, Sekuboyina, Anjany, Löffler, Maximilian, Liebl, Hans, Dorent, Reuben, Vercauteren, Tom, Shapey, Jonathan, Kujawa, Aaron, Cornelissen, Stefan, Langenhuizen, Patrick, Ben-Hamadou, Achraf, Rekik, Ahmed, Pujades, Sergi, Boyer, Edmond, Bolelli, Federico, Grana, Costantino, Lumetti, Luca, Salehi, Hamidreza, Ma, Jun, Zhang, Yao, Gharleghi, Ramtin, Beier, Susann, Sowmya, Arcot, Garza-Villarreal, Eduardo A., Balducci, Thania, Angeles-Valdez, Diego, Souza, Roberto, Rittner, Leticia, Frayne, Richard, Ji, Yuanfeng, Ferrari, Vincenzo, Chatterjee, Soumick, Dubost, Florian, Schreiber, Stefanie, Mattern, Hendrik, Speck, Oliver, Haehn, Daniel, John, Christoph, Nürnberger, Andreas, Pedrosa, João, Ferreira, Carlos, Aresta, Guilherme, Cunha, António, Campilho, Aurélio, Suter, Yannick, Garcia, Jose, Lalande, Alain, Vandenbossche, Vicky, Van Oevelen, Aline, Duquesne, Kate, Mekhzoum, Hamza, Vandemeulebroucke, Jef, Audenaert, Emmanuel, Krebs, Claudia, van Leeuwen, Timo, Vereecke, Evie, Heidemeyer, Hauke, Röhrig, Rainer, Hölzle, Frank, Badeli, Vahid, Krieger, Kathrin, Gunzer, Matthias, Chen, Jianxu, van Meegdenburg, Timo, Dada, Amin, Balzer, Miriam, Fragemann, Jana, Jonske, Frederic, Rempe, Moritz, Malorodov, Stanislav, Bahnsen, Fin H., Seibold, Constantin, Jaus, Alexander, Marinov, Zdravko, Jaeger, Paul F., Stiefelhagen, Rainer, Santos, Ana Sofia, Lindo, Mariana, Ferreira, André, Alves, Victor, Kamp, Michael, Abourayya, Amr, Nensa, Felix, Hörst, Fabian, Brehmer, Alexander, Heine, Lukas, Hanusrichter, Yannik, Weßling, Martin, Dudda, Marcel, Podleska, Lars E., Fink, Matthias A., Keyl, Julius, Tserpes, Konstantinos, Kim, Moon-Sung, Elhabian, Shireen, Lamecker, Hans, Zukić, Dženan, Paniagua, Beatriz, Wachinger, Christian, Urschler, Martin, Duong, Luc, Wasserthal, Jakob, Hoyer, Peter F., Basu, Oliver, Maal, Thomas, Witjes, Max J. H., Schiele, Gregor, Chang, Ti-chiun, Ahmadi, Seyed-Ahmad, Luo, Ping, Menze, Bjoern, Reyes, Mauricio, Deserno, Thomas M., Davatzikos, Christos, Puladi, Behrus, Fua, Pascal, Yuille, Alan L., Kleesiek, Jens, and Egger, Jan
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Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Databases ,Computer Science - Machine Learning ,68T01 - Abstract
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from computer vision, where voxel grids, meshes, point clouds, and implicit surface models are used. This is seen from numerous shape-related publications in premier vision conferences as well as the growing popularity of ShapeNet (about 51,300 models) and Princeton ModelNet (127,915 models). For the medical domain, we present a large collection of anatomical shapes (e.g., bones, organs, vessels) and 3D models of surgical instrument, called MedShapeNet, created to facilitate the translation of data-driven vision algorithms to medical applications and to adapt SOTA vision algorithms to medical problems. As a unique feature, we directly model the majority of shapes on the imaging data of real patients. As of today, MedShapeNet includes 23 dataset with more than 100,000 shapes that are paired with annotations (ground truth). Our data is freely accessible via a web interface and a Python application programming interface (API) and can be used for discriminative, reconstructive, and variational benchmarks as well as various applications in virtual, augmented, or mixed reality, and 3D printing. Exemplary, we present use cases in the fields of classification of brain tumors, facial and skull reconstructions, multi-class anatomy completion, education, and 3D printing. In future, we will extend the data and improve the interfaces. The project pages are: https://medshapenet.ikim.nrw/ and https://github.com/Jianningli/medshapenet-feedback, Comment: 16 pages
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- 2023
33. Resilient and Privacy-Preserving Threshold Vehicular Public Key Infrastructure (VPKI)
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Ajibuwa, Opeyemi Emmanuel, Fabiyi, Samson Damilola, and Dada, Gbenga Emmanuel
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Computer Science - Cryptography and Security - Abstract
Vehicular Public Key Infrastructure (VPKI) plays a vital role in ensuring secure and privacy-preserving communication in vehicular ad hoc networks (VANETs). However, current VPKI architectures face significant challenges in terms of scalability, resilience, and privacy preservation. This paper proposes a novel threshold-based VPKI architecture to overcome these limitations. Leveraging a Schnorr threshold signature scheme based on elliptic curve cryptography, the proposed architecture eliminates the reliance on individual certificate authorities (CAs) and distributes trust among multiple CAs in a threshold certificate signing approach. This enhances resilience and mitigates the single point-of-failure vulnerability. The architecture also addresses sybil-based misbehaviors through a time-restrictive pseudonym design that eliminates multiple simultaneous use of pseudonyms. Furthermore, the scheme reduces the size and latency of Certificate Revocation List (CRL) distribution by clustering multiple CAs in a threshold setting and adopting a region-specific CRL. The paper presents detailed analysis of the security, privacy and performance benefits of the proposed architecture. Results from the performance evaluation shows the improved resiliency, reduced handover rates, and better scalability potential of the proposed threshold-based VPKI architecture compared to existing techniques. The proposed threshold-based VPKI holds great promise in ensuring secure and privacy-preserving communication in VANETs, paving the way for safer and more efficient vehicular networks., Comment: This research has been withdrawn due to the omission of proper attribution to some individuals who made contributions to the research. We recognize the importance of giving credit where it is due and have chosen to withdraw the paper in order to address these attribution concerns appropriately
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- 2023
34. FAM: Relative Flatness Aware Minimization
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Adilova, Linara, Abourayya, Amr, Li, Jianning, Dada, Amin, Petzka, Henning, Egger, Jan, Kleesiek, Jens, and Kamp, Michael
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Computer Science - Machine Learning - Abstract
Flatness of the loss curve around a model at hand has been shown to empirically correlate with its generalization ability. Optimizing for flatness has been proposed as early as 1994 by Hochreiter and Schmidthuber, and was followed by more recent successful sharpness-aware optimization techniques. Their widespread adoption in practice, though, is dubious because of the lack of theoretically grounded connection between flatness and generalization, in particular in light of the reparameterization curse - certain reparameterizations of a neural network change most flatness measures but do not change generalization. Recent theoretical work suggests that a particular relative flatness measure can be connected to generalization and solves the reparameterization curse. In this paper, we derive a regularizer based on this relative flatness that is easy to compute, fast, efficient, and works with arbitrary loss functions. It requires computing the Hessian only of a single layer of the network, which makes it applicable to large neural networks, and with it avoids an expensive mapping of the loss surface in the vicinity of the model. In an extensive empirical evaluation we show that this relative flatness aware minimization (FAM) improves generalization in a multitude of applications and models, both in finetuning and standard training. We make the code available at github., Comment: Proceedings of the 2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML) at the 40 th International Conference on Machine Learning, Honolulu, Hawaii, USA. 2023
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- 2023
35. DNA-binding protein PfAP2-P regulates parasite pathogenesis during malaria parasite blood stages.
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Subudhi, Amit, Green, Judith, Satyam, Rohit, Salunke, Rahul, Lenz, Todd, Shuaib, Muhammad, Isaioglou, Ioannis, Abel, Steven, Gupta, Mohit, Esau, Luke, Mourier, Tobias, Nugmanova, Raushan, Mfarrej, Sara, Shivapurkar, Rupali, Stead, Zenaida, Rached, Fathia, Ostwal, Yogesh, Sougrat, Rachid, Dada, Ashraf, Kadamany, Abdullah, Fischle, Wolfgang, Merzaban, Jasmeen, Knuepfer, Ellen, Ferguson, David, Gupta, Ishaan, Le Roch, Karine, Holder, Anthony, and Pain, Arnab
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Animals ,Parasites ,Malaria ,Gene Expression Regulation ,Plasmodium falciparum ,Plasmodium - Abstract
Malaria-associated pathogenesis such as parasite invasion, egress, host cell remodelling and antigenic variation requires concerted action by many proteins, but the molecular regulation is poorly understood. Here we have characterized an essential Plasmodium-specific Apicomplexan AP2 transcription factor in Plasmodium falciparum (PfAP2-P; pathogenesis) during the blood-stage development with two peaks of expression. An inducible knockout of gene function showed that PfAP2-P is essential for trophozoite development, and critical for var gene regulation, merozoite development and parasite egress. Chromatin immunoprecipitation sequencing data collected at timepoints matching the two peaks of pfap2-p expression demonstrate PfAP2-P binding to promoters of genes controlling trophozoite development, host cell remodelling, antigenic variation and pathogenicity. Single-cell RNA sequencing and fluorescence-activated cell sorting revealed de-repression of most var genes in Δpfap2-p parasites. Δpfap2-p parasites also overexpress early gametocyte marker genes, indicating a regulatory role in sexual stage conversion. We conclude that PfAP2-P is an essential upstream transcriptional regulator at two distinct stages of the intra-erythrocytic development cycle.
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- 2023
36. Trypsin, chymotrypsin and elastase in health and disease
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Oladoyin Grace Famutimi, Victor Gbolahan Adebiyi, Bukola Grace Akinmolu, Omoniyi Vincent Dada, and Isaac Olusanjo Adewale
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Serine proteases ,Trypsin ,Chymotrypsin ,Elastase ,Pathophysiology ,Therapeutic target ,Therapeutics. Pharmacology ,RM1-950 ,Pharmacy and materia medica ,RS1-441 - Abstract
Abstract Background Serine proteases represent over 1% of all proteins in humans. This family of proteins is found on cell surfaces, subcellular organelles like lysosomes or mitochondria, within the nucleus and the protoplasm. Main body of the abstract Among them, trypsin, chymotrypsin and elastase have aroused great interest because of their numerous functions in pathophysiological processes. Altered expression of these enzymes in experimental animal models and humans has been related to various pathologies, like developmental defects, metabolic dysfunctions, cancer, peripheral vascular diseases and infectious diseases. Trypsin and chymotrypsin-like proteases activate, or less oftentimes inactivate, numerous substrates, together with growth factors, receptors, adhesion molecules, angiogenic factors and metalloproteases. Among these substrates, a number of them are key factors in cancer progression, metastasis and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) disease. Elastin-degrading enzyme- elastase, slowly damages elastin over the lifetime of an organism. The physiological processes triggered by elastase leads to the progression of different conditions such as cancer, metabolic syndrome, pulmonary emphysema, atherosclerosis, and chronic obstructive pulmonary disease. These serine proteases are currently considered to be targets for the development of new potent therapeutics. Short conclusion The cumulative knowledge that outlined the physiological functions and pathological implications of these proteases and the proposed strategies to regulate a number of their activities and their targeting for therapeutic application and validation in selected disease states are highlighted. These should enhance our appreciation of their roles in aetiology of some diseases as well as the chemotherapeutic benefits of their inhibition or modulation.
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- 2024
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37. Computer-aided diagnosis of breast cancer from mammogram images using deep learning algorithms
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Emmanuel Gbenga Dada, David Opeoluwa Oyewola, and Sanjay Misra
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Computer-aided diagnosis (CAD) ,Deep learning ,Breast cancer ,Classification ,Medical imaging ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 ,Information technology ,T58.5-58.64 - Abstract
Abstract Even though accurate detection of dangerous malignancies from mammogram images is mostly dependent on radiologists' experience, specialists occasionally differ in their assessments. Computer-aided diagnosis provides a better solution for image diagnosis that can help experts make more reliable decisions. In medical applications for diagnosing cancerous growths from mammogram images, computerized and accurate classification of breast cancer mammogram images is critical. The deep learning approach has been widely applied in medical image processing and has had considerable success in biological image classification. The Convolutional Neural Network (CNN), Inception, and EfficientNet are proposed in this paper. The proposed models attain better performance compared to the conventional CNN. The models are used to automatically classify breast cancer mammogram images from Kaggle into benign and malignant. Simulation results demonstrated that EfficientNet, with an accuracy between 97.13 and 99.27%, and overall accuracy of 98.29%, perform better than the other models in this paper.
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- 2024
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38. Key factors influencing students’ academic performance
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Ibrahim Baba Suleiman, Oluwasogo Adekunle Okunade, Emmanuel Gbenga Dada, and Uchenna Christiana Ezeanya
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Data-driven education ,Academic performance ,Predictive modeling ,Linear regression ,Grade prediction ,Student assessment ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 ,Information technology ,T58.5-58.64 - Abstract
Abstract Academic achievement is a multifaceted outcome influenced by a multitude of factors spanning across educational, socioeconomic, and individual characteristics. Understanding the key determinants of students’ academic performance is paramount for educators, policymakers, and institutions to enhance learning outcomes and facilitate targeted interventions. The absence of a cohesive framework for understanding academic achievement poses a barrier to effective interventions and policies, hindering educators and policymakers from implementing targeted strategies for student improvement. To address this challenge, it is crucial to conduct a thorough examination of the factors influencing academic performance, prioritizing their identification, exploring interactions, and examining their relative impact. Through this research, educational stakeholders can gain insights to develop evidence-based strategies that foster equitable learning outcomes and pave the way for academic success for all students. In this research, linear regression is chosen as the primary model due to its ability to model relationships between variables, making it suitable for assessing the impact of multiple factors on academic performance. Simulation results show that the proposed model achieved 98% accuracy in predicting the factors that are affecting students’ academic performance. The findings derived from the linear regression analysis offer statistical insights into the key factors influencing students’ academic performance. It also incorporates visual aids to enhance the clarity and interpretability of the results. This research interprets the implications of these key factors and discusses their broader significance in the context of students’ academic performance.
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- 2024
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39. A review of intensive contract poultry farming in Nigeria
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Femi G. Oyeniyi, Olugbemiga A. Dada, Ibukun F. Popoola, Emmanuel A. Olowoyo, Toluwalope O. Oyeniyi, Olusola Fadairo, and Labode Popoola
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contract farming ,poultry ,nigeria ,intensive ,Science - Abstract
Contract farming (CF) is a sort of vertical integration in agricultural commodity chains that provides a business with strong control over several operational processes, including the production process, the features of the items, quantity, quality, and timeliness of project execution. Birds were first domesticated by humans as farm animals, and as a result, many years ago, the contemporary practice of raising birds began with the harvesting of their eggs and young from their natural habitat. The Nigerian poultry industry falls into three main categories: small-, medium-, and large-scale, which are also referred to as backyard, semi-commercial, and commercial respectively. Contract farming emerged as an alternative to traditional or spot marketbased agricultural production and was introduced into Nigeria under a variety of business names, including CHI, AMO, ANIMAL CARE, and ZARTECH, among others. Nigeria consumes 192.69 MT of poultry meat and egg products annually, resulting in enormous environmental impacts that have not been adequately addressed because of the growing use of contract farming. Contract farming has always received a lot of attention from academics and policymakers. Even though contract farming acknowledges the transfer of technology, prospects for increased revenue, and improved access to inputs, a great deal of research has focused on the risks that smallholder farmers face. In recent years, debate has erupted regarding the benefits and dangers of factory poultry production considering rising awareness of the challenges it poses to public health and the environment. This review reveals that backyard flocks of chickens can thrive independently of large-scale poultry operations. Survival traits including tiny size, hardiness, sluggish growth, low mature body weight, tolerance, or resistance to common local disease organisms and parasites define local chickens.
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- 2024
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40. Scrotoliths in the testicular tunica vaginalis in an elderly male cadaver: clinical implications
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Dibakar Borthakur, Rima Dada, Rajesh Kumar, and Tony George Jacob
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Medicine - Abstract
Scrotoliths, or “scrotal pearls,” are calcified fibrous loose bodies found within the tunica vaginalis, often seen during radiological evaluation or autopsies. Chronic inflammation due to trauma, parasitic infestations, and torsion and subsequent detachment of the appendices of the testis or epididymis are postulated mechanisms suggested for their formation. They are benign but can mimic a tumor. Scrotoliths can be diagnosed with high-resolution ultrasonography. Here, we report a case in which, during routine dissection, two scrotoliths were found within the tunica vaginalis of the left testis in an elderly male cadaver. Histologically, the central portion of the scrotoliths exhibited concentric collagen lamellae that enclosed calcified remains of tissue debris. There were no arterioles, venules, or microfilarial larvae seen within them. Awareness about the histological findings can help understand the mechanism that led to their formation.
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- 2024
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41. Outcomes of bent ab interno needle goniectomy with phacoemulsification in moderate to severe primary open angle glaucoma
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Anand N Bukke, Neha Midha, Karthikeyan Mahalingam, Nitika Beri, Dewang Angmo, Namrata Sharma, Shivam Pandey, and Tanuj Dada
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angle surgery ,bang ,bang + phaco ,bent ab interno needle goniectomy ,goniotomy ,migs ,Ophthalmology ,RE1-994 - Abstract
Purpose: To assess the safety and efficacy of bent ab interno needle goniectomy (BANG) in moderate to severe primary open angle glaucoma (POAG) eyes undergoing phacoemulsification (phaco). Design: Single-arm, prospective, interventional study. Methods: POAG patients with medically uncontrolled intraocular pressure (IOP), >15 mmHg for moderate and >12 mmHg for severe POAG, with visually significant cataract were recruited. All patients underwent BANG using a 26-gauge needle to excise 30° of the trabecular meshwork, along with phaco. Primary outcome was IOP. Secondary outcomes were success rate, percentage reduction in IOP/antiglaucoma medications (AGMs), and intraoperative complications. Success at 12 months was defined as: criterion A: IOP 1. Results: Thirty-two eyes of 32 patients underwent BANG + phaco. Mean age of the participants was 62.7 ± 8.4 years and there were 25 males and seven females. At 12 months, a significant decrease was noted in both IOP (from 17.6 ± 3.6 to 12 ± 1.6 mmHg, 31.8%; P < 0.001) and AGMs (from 3.7 ± 0.9 to 2.8 ± 0.8, 24.3%; P < 0.001). Twenty percent or more reduction in IOP was achieved in 62.5% (20/32) of eyes. Overall success (meeting either of the criteria A or B) at 12 months was achieved in 87.5% eyes. Mild postoperative hyphema was noted in 10 (31.2%) eyes, and two eyes (6.2%) required additional filtration surgery at 7 months. Conclusion: A 30-degree BANG with phaco in patients of POAG appears to be a safe, effective and affordable MIGS for developing countries.
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- 2024
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42. The effect of novel vitamin D3 compounds on saliva samples from COVID-19 patients: a lab study
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Sarah M. Nizar Feteih, Ashraf Dada, Emily L. G. Heaphy, Samar Zailaie, Dania Jan, Zinab Rashed, and Ghassan Wali
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Vitamin D3 ,Cholecalciferol ,Saliva ,Antiviral agents ,COVID-19 ,Medicine ,Science - Abstract
Abstract Vitamin D has shown antimicrobial effects. This study aimed to explore the antiviral effects of vitamin D3 on saliva samples collected from patients with coronavirus disease-19 (COVID-19) and compare saliva and swab results to aid in policy development. Saliva and swab samples were collected from adult patients with a positive test for COVID-19 at the King Faisal Specialist Hospital and Research Centre, Jeddah. Patients who were immunocompromised and pregnant and aged
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- 2024
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43. Management and outcome of intracranial fungal infections in children and adults in Africa: a scoping review
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Berjo Dongmo Takoutsing, Setthasorn Zhi Yang Ooi, Chinedu Egu, Conor S. Gillespie, David Ulrich Dalle, Joshua Erhabor, Ana Catinca Ciuculete, Özgür Kesici, Ahmed K. Awad, Yao Christian Hugues Dokponou, Mehdi Khan, Chibuikem A. Ikwuegbuenyi, Olaoluwa Ezekiel Dada, Soham Bandyopadhyay, and Nourou Dine Adeniran Bankole
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Africa ,Antifungal agents ,Cryptococcus Neoformans ,HIV ,Meningitis ,Mycoses ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Introduction Intracranial fungal infections’ (IcFIs) varying clinical manifestations lead to difficulties in diagnosis and treatment. African populations are disproportionately affected by the high burden of the disease. There is a lack of clarity as to the diagnostic and treatment modalities employed across the continent. In this review, we aim to detail the management, and outcome of IcFIs across Africa. Methods This scoping review was conducted using the Arksey and O'Malley framework. MEDLINE, EMBASE, Cochrane Library, African Index Medicus, and African Journals Online were searched for relevant articles from database inception to August 10th, 2021. The Preferred Reporting Items for Systematic Review and Meta-Analysis extension for Scoping Reviews guidelines were used to report the findings of the review. Results Of the 5,779 records identified, 131 articles were included. The mean age was 35.6 years, and the majority (56.4%) were males. The majority (n = 8,433/8,693, 97.0%) of IcFIs presented as a meningitis, the most common communicable predisposing factor of IcFIs was HIV/AIDS (n = 7,815/8,693, 89.9%), and the most common non-communicable risk factor was diabetes mellitus (n = 32/8,693, 0.4%). Cryptococcus species was the most common (n = 8,428/8,693, 97.0%) causative organism. The most commonly used diagnostic modality was cerebrospinal (CSF) cultures (n = 4,390/6,830, 64.3%) for diffuse IcFIs, and MRI imaging (n = 12/30, 40%) for focal IcFIs. The most common treatment modality was medical management with antifungals only (n = 4,481/8,693, 51.6%). The most commonly used antifungal agent in paediatric, and adult patients was amphotericin B and fluconazole dual therapy (51.5% vs 44.9%). The overall mortality rate was high (n = 3,475/7,493, 46.3%), and similar for both adult and paediatric patients (47.8% vs 42.1%). Conclusion Most IcFIs occurred in immunosuppressed individuals, and despite the new diagnostic techniques, CSF culture was mostly used in Africa. Antifungals regimens used was similar between children and adults. The outcome of IcFIs in Africa was poor for both paediatric and adult patients.
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- 2024
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44. Anesthetic Choice for Percutaneous Transcatheter Closure of the Left Atrial Appendage: A National Anesthesia Clinical Outcomes Registry Analysis
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William Hickman, Rachel S. Dada, Dylan Thibault, Christina Gibson, Scott Heller, Vikrant Jagadeesan, and Heather K. Hayanga
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anesthesia type ,monitored anesthesia care ,percutaneous left atrial appendage closure ,Anesthesiology ,RD78.3-87.3 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Context: Left atrial appendage closure (LAAC) was developed as a novel stroke prevention alternative for patients with atrial fibrillation, particularly for those not suitable for long-term oral anticoagulant therapy. Traditionally, general anesthesia (GA) has been more commonly used primarily due to the necessity of transesophageal echocardiography. Aims: Compare trends of monitored anesthesia care (MAC) versus GA for percutaneous transcatheter LAAC with endocardial implant and assess for independent variables associated with primary anesthetic choice. Settings and Design: Multi-institutional data collected from across the United States using the National Anesthesia Clinical Outcomes Registry. Material and Methods: Retrospective data analysis from 2017–2021. Statistical Analysis Used: Independent-sample t tests or Mann–Whitney U tests were used for continuous variables and Chi-square tests or Fisher’s exact test for categorical variables. Multivariate logistic regression was used to assess patient and hospital characteristics. Results: A total of 19,395 patients underwent the procedure, and 352 patients (1.8%) received MAC. MAC usage trended upward from 2017–2021 (P < 0.0001). MAC patients were more likely to have an American Society of Anesthesiologists (ASA) physical status of≥ 4 (33.6% vs 22.89%) and to have been treated at centers in the South (67.7% vs 44.2%), in rural locations (71% vs 39.5%), and with lower median annual percutaneous transcatheter LAAC volume (102 vs 153 procedures) (all P < 0.0001). In multivariate analysis, patients treated in the West had 85% lower odds of receiving MAC compared to those in the Northeast (AOR: 0.15; 95% CI 0.03–0.80, P = 0.0261). Conclusions: While GA is the most common anesthetic technique for percutaneous transcatheter closure of the left atrial appendage, a small, statistically significant increase in MAC occurred from 2017–2021. Anesthetic management for LAAC varies with geographic location.
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- 2024
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45. Key gene modules and hub genes associated with pyrethroid and organophosphate resistance in Anopheles mosquitoes: a systems biology approach
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Cynthia Awuor Odhiambo, Dieunel Derilus, Lucy Mackenzie Impoinvil, Diana Omoke, Helga Saizonou, Stephen Okeyo, Nsa Dada, Nicola Mulder, Dorothy Nyamai, Steven Nyanjom, Audrey Lenhart, Luc S. Djogbénou, and Eric Ochomo
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Insecticide resistance ,Anopheles gambiae ,Anopheles arabiensis ,Hub genes ,Molecular markers ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Indoor residual spraying (IRS) and insecticide-treated nets (ITNs) are the main methods used to control mosquito populations for malaria prevention. The efficacy of these strategies is threatened by the spread of insecticide resistance (IR), limiting the success of malaria control. Studies of the genetic evolution leading to insecticide resistance could enable the identification of molecular markers that can be used for IR surveillance and an improved understanding of the molecular mechanisms associated with IR. This study used a weighted gene co-expression network analysis (WGCNA) algorithm, a systems biology approach, to identify genes with similar co-expression patterns (modules) and hub genes that are potential molecular markers for insecticide resistance surveillance in Kenya and Benin. A total of 20 and 26 gene co-expression modules were identified via average linkage hierarchical clustering from Anopheles arabiensis and An. gambiae, respectively, and hub genes (highly connected genes) were identified within each module. Three specific genes stood out: serine protease, E3 ubiquitin-protein ligase, and cuticular proteins, which were top hub genes in both species and could serve as potential markers and targets for monitoring IR in these malaria vectors. In addition to the identified markers, we explored molecular mechanisms using enrichment maps that revealed a complex process involving multiple steps, from odorant binding and neuronal signaling to cellular responses, immune modulation, cellular metabolism, and gene regulation. Incorporation of these dynamics into the development of new insecticides and the tracking of insecticide resistance could improve the sustainable and cost-effective deployment of interventions.
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- 2024
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46. Governmental expenditure and National development of Nigeria, 1990-2020: an empirical review [version 1; peer review: awaiting peer review]
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Abolaji Atobatele, Ahmed Moliki, Olusegun Olaoye, Daniel GBEREVBIE, and Moyosoluwa Dele-Dada
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Research Article ,Articles ,Administrative cost ,government expenditure ,economic growth ,national development ,Nigeria. - Abstract
Background One of the main goals of the government is to ensure a development that would enhance the living standard of the people in the society. In this regard, capital expenditure that would promote infrastructure is most desired. However, in Nigeria, the government spends more on administrative cost (recurrent expenditure) than capital expenditure. Under such condition, contributions to economic growth and national development become an illusion. Methods This study employed Augmented Dickey Fuller Test (ADF) with Bound testing procedure, time series data that covers the period from 1990 to 2020 in Nigeria were used. Results The result from the analysis showed that governmental expenditure has a significant effect on the national development of Nigeria. All the variables have a long-run relationship with economic growth (RGDP), according to the ARDL model’s results. If the government poor policies on education, health services, and infrastructure etc. are addressed, in the long-run, Nigeria will achieve monumental development. Conclusion The study adopted indices such as expenditure on Social and Community Services, Economic Services and Administrative Services to reflect the dynamics of government expenditure coupled with the yearly data garnered from the Central Bank of Nigeria spanning from 1990 to 2020.
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- 2024
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47. Food waste from Parkia biglobosa seed processing as a potential biomass resource for valorization
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Emmanuel Olorunleke Oludipe, Ayodele Oluwaseun Ajayi, Akinyomade Oladipo Owolabi, Ayoyinka Olufunke Olojede, Yemisi Tokunbo Afolabi, Charles Obiora Nwonuma, Blessing Grace Adewumi, Ebenezer Olasunkanmi Dada, and Stephen Oluwagbemiga Owa
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food waste ,valorization ,Parkia biglobosa ,chocolate flavor ,waste to wealth ,dietary fiber ,Nutrition. Foods and food supply ,TX341-641 ,Food processing and manufacture ,TP368-456 - Abstract
IntroductionThe valorization of agricultural waste from indigenous sub-Saharan African food processes remains underexplored. By-products from the processing of Parkia biglobosa seeds into condiments are often regarded as pollutants. This research assessed their potential for development in various industrial applications.Materials and methodsThis study employed a standardized protocol adopted in the processing of P. biglobosa seed into condiments, enabling the quantification of food and by-products generated as a percentage. A comparative analysis of the proximate and mineral constituents of the dried food condiment and seed coat (testa) was conducted. Furthermore, the phytochemical constituent of effluents from the two stages of processing was characterized using qualitative and quantitative methods, including Fourier-transform infrared spectroscopy (FTIR) and gas chromatography–mass spectrometry (GC–MS).Results and discussionThe results showed that 66.27% of each 100 g processed P. biglobosa seed used could be considered waste, with 23.19% in seed coat and 29.47% in effluent(s). The seed coat has moisture absorption potential and is fibrous in nature, as confirmed by proximate fiber analysis—15.03 ± 0.13% compared to 9.07 ± 0.10% in the dried condiment. Both the condiments and seed coat contained considerable amounts of sustenance minerals. Effluents from the boiling process exhibited a characteristic starchy effect on textiles. The concentrated effluent from the first stage of boiling had a chocolate-like aroma, sticky texture, and dark-brown color compared to the effluent from the second boiling stage. The FTIR analysis indicated the presence of alcohols, alkenes, aromatic rings, carboxylic acids, and amines in the effluent samples. GCMS characterization reported the presence of specific fatty acids with known health benefits. When premised on the waste-to-wealth initiative, the quantified and characterized by-products of P. biglobosa seed processing, as reported in this study, have potential applications across various industrial processes, including food, cosmetics, pharmaceutical, and agriculture, among others.
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- 2024
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48. A Comparative Analysis of Board Information Disclosures between Deposit Money Banks in Nigeria and Ghana
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Oluyinka Oluwagbade, Samuel Dada, Ifeoluwa Adebıyı, Ogunyemi Osatuyı, and James Akpan
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Board Disclosures, Board Demographic Information, Board Education and Training Process, Deposit Money Banks ,Business ,HF5001-6182 ,Economics as a science ,HB71-74 - Abstract
This study compared board information disclosures of 19 Nigerian and Ghanaian deposit money banks, focusing on board meeting attendance records, performance, demographics, education, roles, ethics, anticorruption, code of conduct, policy, and shareholding disclosure, highlighting the importance of transparency for trust and informed decision-making.The sample size was 19 banks, comprising 12 banks from Nigeria and 7 banks from Ghana, and the analysis included independent t-tests and Mann-Whitney U tests. The study compared board disclosure of listed deposit money banks in Nigeria and Ghana. It found that Ghanaian banks disclosed more board demographic information, while Nigerian banks disclosed more board education and training processes. However, there was no significant difference in the disclosures of board roles, functions, chairman’s roles, CEO’s roles, board members’ age, appointment dates, board change, performance, ethics, anti-corruption, code of conduct, policy, and board shareholding between the two countries. The study reveals that listed deposit banks on the Nigerian exchange group disclose similar information to their counterparts on the Ghanaian stock exchange, except for certain aspects like board demographics and board education and training processes. Nigerian and Ghanaian banks should improve disclosure of board change/re-election information, board ethics, anti-corruption, code of conduct, policy, and board members’ age.
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- 2024
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49. Mitigating structural violence through legislative oversight: examining poverty alleviation programmes in Nigeria
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Moyosoluwa Dele-Dada, Daniel Gberevbie, and Fadeke Owolabi
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Legislature ,structural violence ,poverty ,poverty alleviation ,Nigeria ,Public Administration & Management ,Social Sciences - Abstract
The focal point of legislative efforts in addressing structural violence within a democratic framework lies in its duty to promulgate laws promoting good governance, advocating for citizens’ interests in public policy formulation, and executing oversight functions to ensure equitable distribution and access to public goods and services. In Nigeria, the elimination of poverty has remained a major focus of every successive government; however, more than half of its population still lives in poverty and continues to battle challenges emanating from inequality in societal structures. This study uses a secondary source to gather data and analyze the legislature’s impact on poverty alleviation in Nigeria’s fourth republic. The study reveals the extent of legislative intervention in alleviating poverty in Nigeria, the effectiveness of those actions and finally identifies ways through which the menace of poverty could be eliminated in Nigeria.
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- 2024
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50. Influence of nano-encapsulated Yucca schidigera extract on ruminal anaerobic gases of methane, carbon monoxide, and hydrogen sulfide production of different carbohydrate-based diets
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Edwin Oswaldo Botia Carreño, Tonantzin Díaz Alvarado, Jorge Alfonso Diego Acosta, Pedro Enrique Hernández Ruiz, Mona M.M.Y. Elghandour, Oluwagbemiga A. Dada, Maximilian Lackner, and Abdelfattah Z.M. Salem
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Carbohydrates ,Chitosan ,Nano-encapsulated ,Yucca schidigera ,Ruminal gases ,Agriculture (General) ,S1-972 ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Saponins, the primary components of Yucca schidigera extract (YSE), are known to influence microbial activity in the rumen, which can affect various fermentation parameters. Moreover, encapsulating YSE with chitosan (CS) at varying carbohydrate levels (CHO) adds another layer of complexity that can provide valuable insights into the use of additives in mitigating greenhouse gases. This study investigated the impact of both crude and encapsulated forms of YSE on the production of ruminal anaerobic gases in cattle fed different levels of CHO-based diets. Ruminal contents were obtained from four slaughtered, crossbreed bulls (Charollais × Limousin) with a live weight of 400 ± 25 kg. The experimental design followed a completely randomized factorial arrangement, with factors including CHO level (25 %, 45 %, and 55 % DM), YSE forms (without extract, CS, crude, and nano-capsules), and dose of extract (0-, 0.25-, 0.5- and 1.0- mL/g of DM). Results showed that the type of extract significantly affected asymptotic total gas production, methane (CH4), hydrogen sulfide (H2S), carbon monoxide (CO), and dry matter digestibility. Nano-chitosan increased gas production and exhibited greater efficiency in reducing CH4 production by up to 61.4 %. While crude YSE reduced CH4 production by 38 %, nano-capsules increased production by 17.7 %–42.8 %. Furthermore, a significant interaction effect among CHO levels, type of extract, and extract dose was observed, particularly impacting H2S and CH4 production after 48 h of incubation, alongside an increase of about 25.3 % in metabolizable energy compared to the control. The use of CS and YSE improved (p
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- 2024
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