A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks by Chirag Jitendra Chandnani, Vedik Agarwal, Shlok Chetan Kulkarni, Aditya Aren, D. Geraldine Bessie Amali, Kathiravan Srinivasan

“…The Internet of Things (IoT) is reshaping our lives with its omnipresence. The sudden uptick in the ubiquitous nature of IoT devices ranging from fitness watches to aircraft has led to a surge of cyber-attacks. …”
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Survival analysis of a 16-year cohort of follicular lymphoma patients receiving systemic treatment in Brazil by Pamela Santos Azevedo, Isabella Zuppo Laper, Deborah Marta do Santos Oliveira, Adriano de Paula Sabino, Marina Morgado Garcia, Isabela Cristina Menezes de Freitas, Isabela Cristina Menezes de Freitas, Wallace Mateus Prata, Wallace Mateus Prata, Mariângela Leal Cherchiglia, Juliana Álvares-Teodoro, Juliana Álvares-Teodoro, Francisco de Assis Acurcio, Francisco de Assis Acurcio, Augusto Afonso Guerra Júnior, Augusto Afonso Guerra Júnior

“…Timely integration and sufficient funding for oncology services have the potential to save lives, especially when compared to the treatments available within SUS at that time.…”
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Impact of a phone call with a medical student/general practitioner team on morbidity of chronic patients during the first French COVID-19 lockdown (COVIQuest): a cluster randomised... by Bruno Giraudeau, Estelle Boivin, Vincent Camus, Agnes Caille, Olivier Saint-Lary, Jean-Pierre Lebeau, Stéphanie Sidorkiewicz, Denis Pouchain, Maeva Jego, Sophie Sun, Denis Angoulvant, Wissam El-Hage, Sébastien Bruel, Clarisse Dibao-Dina, Julie Léger, Isabelle Ettori-Ajasse, Juliette Chambe, Karim Abou-Mrad-Fricquegnon, Baptiste Motte, Benoit Chiron, Cam-Anh Khau, Tiphanie Bouchez, Maria Ghali, Leslie Guillon-Grammatico, Emeline Laurent, Rémy Boussageon

“…Objectives The first COVID-19 lockdown led to a significantly reduced access to healthcare, which may have increased decompensations in frail patients with chronic diseases, especially older patients living with a chronic cardiovascular disease (CVD) or a mental health disorder (MHD). …”
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Impact of the level of physical activities on emotional exhaustion, depersonalization, lack of personal accomplishment and burnout among students in the city province of Kinshasa by Liny Enyuka Kila, Constant Nkıama, Dalmond Kambale Mutsopi, Siloé Ntumba Tshiyamba, Carel Busano Nduakulu, Godefroid Kusuayi Mabele

“…The impact of the practice of physical activities on burnout and its dimensions remains very little documented among students living in subaerial African countries. The present study was to determine the impact of the level of physical activities on Burnout. …”
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Parasitic infection prevalence in tuberculosis patients and their household contacts in the Littoral Region of Cameroon by Lucy Cho Nchang, Chefor Magha, Patience Agwa Fonong, Narcisse Victor Tchamatchoua Gandjui, Nancielle Mbiatong Tchatat, Desmond Akumtoh Nkimbeng, Frank Noel Nietcho, Juluis Visnel Foyet, Fanny Fri Fombad, Tatiana Djikeussi Katcho, Jerome Fru Cho, Achim Hoerauf, Manuel Ritter, Samuel Wanji

“…TB patients and household contacts living in urban areas had lower odds of being associated with helminth infections (AOR 0.2, 95 % CI: 0.10–0.40; p ˂ 0.0001 and AOR 0.11, 95 % CI: 0.04–0.27; p ˂ 0.0001 respectively) as compared to those residing in rural areas. …”
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Inflammation biomarkers and neurobehavioral performance in rural adolescentsKey PointsRelevance by Beemnet Amdemicael, Kun Yang, Briana N.C. Chronister, Caroline Mackey, Xin Tu, Sheila Gahagan, Danilo Martinez, Harvey Checkoway, David R. Jacobs, Jr., Jose Suarez-Torres, Suzi Hong, Jose R. Suarez-Lopez

“…This work seeks to investigate the association between inflammation and neurobehavior in adolescents living in a rural region of Ecuador. Methods: We examined 535 adolescents in rural communities of Ecuador (ESPINA study), 508 of which had neurobehavioral assessments (NEPSY-II) and circulating plasma levels of inflammatory markers (CRP, IL-6, TNF-⍺, sICAM-1, sVCAM-1, SAA, and sCD14). …”
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Geographic and socioeconomic variation of sodium and potassium intake in Italy: results from the MINISAL-GIRCSI programme by Simona Giampaoli, Francesco P Cappuccio, Chen Ji, Luigi Palmieri, Diego Vanuzzo, Chiara Donfrancesco, Renato Ippolito, Pasquale Strazzullo

“…Bayesian geoadditive models were used to assess spatial and socioeconomic patterns of sodium and potassium intakes accounting for sociodemographic, anthropometric and behavioural confounders.Results There was a significant north-south pattern of sodium excretion in Italy. Participants living in southern Italy (eg, Calabria, Basilicata and Puglia >180 mmol/24 h) had a significantly higher sodium excretion than elsewhere (eg, Val d'Aosta and Trentino-Alto Adige <140 mmol/24 h; p<0.001). …”
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Genetically Engineered Bacterial Ghosts as Vaccine Candidates Against <i>Klebsiella pneumoniae</i> Infection by Svetlana V. Dentovskaya, Anastasia S. Vagaiskaya, Alexandra S. Trunyakova, Alena S. Kartseva, Tatiana A. Ivashchenko, Vladimir N. Gerasimov, Mikhail E. Platonov, Victoria V. Firstova, Andrey P. Anisimov

“…<b>Background/Objectives</b> Bacterial ghosts (BGs), non-living empty envelopes of bacteria, are produced either through genetic engineering or chemical treatment of bacteria, retaining the shape of their parent cells. …”
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Urban environment during pregnancy, cognitive abilities, motor function, and externalizing and internalizing symptoms at 2–5 years old in 3 Canadian birth cohorts by Anne-Claire Binter, Dany Doiron, Martine Shareck, Tona Pitt, Sheila W. McDonald, Padmaja Subbarao, Wiliam D. Fraser, Suzanne C. Tough, Jeffrey Brook, Mònica Guxens

“…Background: More than 80% of the Canadian population lives in urban settings. Urban areas usually bring exposure to poorer air quality, less access to green spaces, and higher building density. …”
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Patterns and factors associated with healthcare utilisation in Cambodia: a cross-sectional study based on the World Health Survey Plus 2023 by Kerstin Klipstein-Grobusch, Por Ir, Paul Kowal, Nawi Ng, Srean Chhim, Chhorvann Chhea, Chamnab Ngor, Sereyraksmey Long, Poppy Walton, Khin Thiri Maung, Grace Marie Ku, Heng Sopheab

“…The number of outpatient visits made to public healthcare compared with private healthcare facilities was significantly higher in women (aOR 1.4, 95% CI 1.1, 1.8), living in rural settings (aOR 1.4, 95% CI 1.1, 1.7), those in the poorest (aOR 1.7, 95% CI 1.2, 2.3) and poor (aOR 1.5, 95% CI 1.1, 2.1) compared with the richest wealth quintiles, and respondents with insurance coverage (aOR 2.0, 95% CI 1.6, 2.5). …”
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Development of a latency model for HIV-1 subtype C and the impact of long terminal repeat element genetic variation on latency reversal by Shreyal Maikoo, Robert-Jan Palstra, Krista L. Dong, Tokameh Mahmoudi, Thumbi Ndung'u, Paradise Madlala

“…Sub-Saharan Africa accounts for almost 70 % of people living with HIV (PLWH) worldwide, with the greatest numbers centred in South Africa where 98 % of infections are caused by subtype C (HIV-1C). …”
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Cohort profile: the potentially preventable burden of community-acquired pneumonia in South African adults in the era of widespread PCV13 immunisation and antiretroviral therapy ro... by Jo Southern, Kennedy Otwombe, Eileen Dunne, Khuthadzo Hlongwane, Bradford D Gessner, Michelle Wong, Cheryl Cohen, Anne von Gottberg, Elizabeth Begier, Sharon Gray, Ebrahim Variava, Tumelo Moloantoa, Neil Martinson, Firdaus Nabeemeeah, Nadia Sabet, Lebohang M Mlambo, Phetho Mangena, Pattamukkil Abraham, Floris Swanepoel, Fahima Moosa, Mark Fletcher, Bha Ndungane-Tlakula, Jerusha Naidoo, Minja Milovanovic

“…Purpose In the setting of an established childhood pneumococcal vaccination programme with immediate initiation and treatment of antiretroviral therapy (ART) for people living with HIV (PLWH), the risk of adult pneumococcal community-acquired pneumonia (CAP) is not recently described. …”
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What activities do patients hope to perform following anatomic total shoulder arthroplasty but are unable to? Looking beyond patient-reported outcome measures by Alexander E. White, MD, Nicolas Pascual-Leone, MD, Anthony Finocchiaro, BS, Christopher M. Brusalis, MD, David M. Dines, MD, Joshua S. Dines, MD, Andreas Kontaxis, PhD, Samuel A. Taylor, MD, Lawrence V. Gulotta, MD, Michael C. Fu, MD, MHS

“…Conclusion: Following aTSA, patients are able to perform the majority of activities of daily living without difficulty. A subset of patients desire but are unable to participate in several sports and hobbies following aTSA—most commonly, weightlifting, tennis, throwing a ball, and swimming. …”
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Prevalence and access to care for cardiovascular risk factors in older people in Sierra Leone: a cross-sectional survey by Justine Davies, Rachel Nugent, Ioannis Bakolis, Haja Wurie, Maria Lisa Odland, Miles Witham, Rashid Ansumana, Tahir Bockarie, Joseph Lamin

“…People in urban areas were more likely to have diabetes and be overweight than those living in rural areas. Moreover, being female, more educated or wealthier increased the risk of having all CVDRFs except for smoking. …”
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Explainable artificial intelligence in web phishing classification on secure IoT with cloud-based cyber-physical systems by Sultan Refa Alotaibi, Hend Khalid Alkahtani, Mohammed Aljebreen, Asma Alshuhail, Muhammad Kashif Saeed, Shouki A. Ebad, Wafa Sulaiman Almukadi, Moneerah Alotaibi

“…The internet plays a prominent role in modern lives, and the cybersecurity challenge caused by phishing attacks is significant. …”
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Designing a Multimodal and Culturally Relevant Alzheimer Disease and Related Dementia Generative Artificial Intelligence Tool for Black American Informal Caregivers: Cognitive Walk... by Cristina Bosco, Ege Otenen, John Osorio Torres, Vivian Nguyen, Darshil Chheda, Xinran Peng, Nenette M Jessup, Anna K Himes, Bianca Cureton, Yvonne Lu, Carl V Hill, Hugh C Hendrie, Priscilla A Barnes, Patrick C Shih

“…MethodsTo test our mobile app, we used the cognitive walk-through methodology, and we recruited 15 informal ADRD caregivers who were older than 50 years and part of the Black American community living within the region. We asked them to perform 3 tasks on the mobile app (ie, searching for an article on brain health, searching for local events, and finally, searching for opportunities to participate in scientific research in their area), then we recorded their opinions and impressions. …”
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Radiation knowledge and anxiety levels among residents proximity to the world’s first AP1000 nuclear power unit by Jiadi Guo, Zhiqiang Xuan, Cuiping Lei, Taotao Zheng, Zhongjun Lai, Xiaoji Hao, Shunfei Yu, Yiyao Cao

“…ObjectiveAssess the level of radiation-related knowledge (RRK) and nuclear energy-related knowledge (NERK) among residents near the Sanmen Nuclear Power Plant, the first project adopted the Advanced Passive Pressurized Water Reactor (AP1000) technology.MethodsIn this study, respondents were selected using stratified multi-stage random sampling for residents aged 18 years and above living within 30 kilometers of the Sanmen Nuclear Power Station. …”
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Clinical Outcome and Quality of Life after Modular Reverse Total Shoulder Arthroplasty in Comparison with Joint‐Preserving Locking Plate Osteosynthesis in Aged Patients: A Retrospe... by Carina Jaekel, Lisa Oezel, Franziska Leibnitz, Lena Marie Wilms, Joachim Windolf, Sebastian Viktor Gehrmann, Armin Olaf Scholz

“…The aim of this study was to investigate the clinical function, activities of daily living (ADL), as well as pain assessment in patients with PHFs, treated by ORIF or RSA. …”
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Syrian refugee and diaspora healthcare professionals: Case studies from the eastern mediterranean and European regions by Aula Abbara, Munzer Alkhalil, Kinan Wihba, Omer Abdrabbuh, Diana Rayes, Andrew Ghobrial, Manar Marzouk, Fadi Halabi, Mahmoud Hariri, Abdulkarim Ekzayez

“…Methods: We completed a narrative literature review and held a closed, virtual workshop in November 2022 in which 45 participants, most of whom had lived experience in the different refugee hosting contexts, participated. …”
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Health profile of residents of retirement villages in Auckland, New Zealand: findings from a cross-sectional survey with health assessment by Kathy Peri, Michal Boyd, Martin J Connolly, Joanna B Broad, Dale Bramley, Zhenqiang Wu, Katherine Bloomfield, Joanna Hikaka, Annie Tatton, Cheryl Calvert, Ann-Marie Higgins

“…Each completed a survey and an International Resident Assessment Instrument (interRAI) health needs assessment with a gerontology nurse specialist.Results Median age of residents was 82 years, 158 (27%) were men; 61% lived alone. Downsizing (77%), less stress (63%) and access to healthcare assistance (61%) were most common reasons for entry. …”
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