Detection of Anomalies in Additively Manufactured Metal Parts Using CNN and LSTM Networks
Abstract
1435 10423
Detection of Anomalies in Additively Manufactured Metal Parts Using CNN and LSTM NetworksAbstract
The process of metal additive manufacturing (AM) involves creating strong, complex components by using fine metal powders. Extensive use of AM methods is expected in near future for the production of small and medium-sized batches of end-use products and tools. The ability to detect loads and defects would enable AM components to be used in critical applications and improve their value. In this study, the Surface Response to Excitation (SuRE) method was used to investigate wave propagation characteristics and load [...] 1435 10423 |
Understanding the Potentiality of Artificial Intelligence in Psychological Disorders Detection and Diagnosticsby
Abstract
Today, the advancement of assessment, forecasting, and therapy or medical attention for psychological healthcare is already using artificial intelligence (AI) technology, particularly machine learning, due to the introduction of digital tools to treat mental health conditions. In mental health treatment, the present and the future of artificial intelligence technologies hold both enormous promises and potential dangers. With the current global scenario, psychological disorders like clinical depression, general anxi [...] 1965 10420 |
Allogeneic Stem Cell Transplantation: Current Status and Future Directionsby
Abstract
Allogeneic stem cell transplantation (allo-SCT) improves the treatment of hematopoietic cancer and non-malignant disease. In this case, stem cells from a genetically similar but not identical donor may stimulate immune-mediated tumor cell destruction. Allogeneic stem cell transplantation, or allo-SCT, has significantly extended the life expectancy of numerous people. Nevertheless, complications such as infections, graft-versus-host disease (GVHD), and recurrence continue. This paper provides a thorough analysis of [...] 1220 10419 |
An Overview of Treatments for Ultraviolet Quenching Substances (UVQS) and Per- and Polyfluoroalkyl Substances (PFAS) Removal from Landfill LeachateAbstract
Organics found in landfill leachate (humic acids, fulvic acids, and hydrophilic fraction) have a solid ability to absorb ultraviolet (UV) radiation, which negatively affects UV disinfection; leachate ultraviolet quenching substances (UVQS) can, therefore, have a significant impact on the cotreatment of landfill leachate and sewage in wastewater treatment plants. On the other hand, per- and polyfluoroalkyl substances (PFAS), which pose potential risks to the environment and human health, commonly exist in landfill l [...] 1891 10415 |
How to Prioritize Voluntary Dietary Modificationby
Abstract
Environmentally motivated voluntary diet modifications are the focus of much research and public discourse. Yet the nuanced multi-faceted, multi-dimensional nature of agriculture-earth interactions, and limited public environmental knowledge likely combine to undermine the efficacy of environmentally motivated dietary shifts, squandering limited good will. To counter this, here I devise two related indices for crudely estimating importance of various environmental impacts of alternative dietary choices. Based on th [...] 1557 10414 |
Impact of Heavy Metals as Trace Elements on the Ecosystem and HealthAbstract
Heavy metals are integral parts of our environment, originating initially from the universe and used in the industry, which may contribute to pollution. This book chapter aims to address the impact of heavy metals on the ecosystem and human health. Among the 32 heavy metals, eight belong to the group of essential ones: cobalt, copper, iron, manganese, molybdenum, nickel, selenium, and zinc. They were necessary in physiological amounts for the evolution of flora and fauna, including humans on earth, and are still ne [...] 1448 10414 |
Current Advancements in the Behavior Analysis of EPDM Elastomers in Peripheral Applications of the Cathodic Side of PEMFC Systemsby
Abstract
This review examines the latest developments in the study of how Ethylene Propylene Diene Monomer (EPDM) elastomers behave in peripheral applications of Proton Exchange Membrane Fuel Cells (PEMFCs), specifically on the cathodic side. The review highlights the crucial role of EPDM in maintaining the integrity and efficiency of PEMFCs in challenging conditions characterized by varying temperatures, humidity, and acidic environments. The study examines the impact of various additives and vulcanization procedures on EP [...] 1363 10407 |
Minimally Invasive Treatments for Glioblastoma: A Review of Current and Emerging Surgical TechnologiesAbstract
Glioblastoma (GBM) is malignant, primary intracranial neoplasm associated with poor outcomes. Maximal, safe cytoreduction remains an important component of effective treatment for patients with this disease; however, some patients are not candidates for resection due to comorbid status, tumor location, or other factors. In this review, we aimed to describe minimally invasive surgical techniques that are emerging as important tools for improving safety and efficiency in GBM cytoreduction, including for patients with [...] 1301 10398 |
Exploring Education for Children with 22q11.2 Deletion Syndrome: A Qualitative Study of Mothers PerspectivesAbstract
22q11.2 deletion syndrome (22q11.2DS) is a complex and widely variable genetic syndrome involving multisystem physical health problems, significant cognitive and psychosocial challenges, all of which may impact upon learning and academic achievement. In the current study, we explored mothers’ perceptions of their child’s learning within early and primary educational contexts. We conducted 3 online focus groups and 1 online semi-structured interview with a total of 9 mothers of children diagnosed with 22q11.2DS. Mot [...] 1366 10387 |
Stem Cell Strategies to Promote Islet Transplantation Outcomesby
Abstract
Pancreas or islet transplantation is the only reliable cure for Type 1 Diabetes. However, shortage of donor tissue supply, longitudinal graft attrition due to innate and adaptive immunity and the recurrence of autoimmunity, as well as the harmful side-effects of chronic immunosuppressive therapy limit the wide-spread acceptance of islet transplantation as a mainstream cure for autoimmune diabetes. Herein, preclinical and clinical stem-cells based research approaches aimed at obtaining large quantities of islets for [...] 1794 10385 |
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