FedDrip: Federated Learning With Diffusion-Generated Synthetic Image by Karin Huangsuwan, Timothy Liu, Simon See, Aik Beng Ng, Peerapon Vateekul

“…Non-IID data poses challenges to the convergence of FL models, such as client drifting, where the model weights drift towards local optima instead of the global optimum. As a solution, leveraging synthetic data not only addresses data distribution issues but also helps overcome data scarcity. …”
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Image-based robotic (ROSA® knee system) total knee arthroplasty with inverse kinematic alignment compared to conventional total knee arthroplasty by Henriëtte M. Eijking, Isobel M. Dorling, Emil H. van Haaren, Roel Hendrickx, Thijs Nijenhuis, Martijn G.M. Schotanus, Lee Bouwman, Jasper Most, Bert Boonen

“…Abstract Introduction In 2020, 368 million people globally were affected by knee osteoarthritis, and prevalence is projected to increase with 74% by 2050. …”
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Long-Term Safety and Effectiveness of Canakinumab in Patients with MKD/HIDS: Interim Analysis of the RELIANCE Registry by Prasad T. Oommen, Tilmann Kallinich, Juergen Rech, Norbert Blank, Julia Weber-Arden, Jasmin B. Kuemmerle-Deschner

“…Disease activity, evaluated by physician-reported (physician’s global assessment, disease remission, C-reactive protein, serum amyloid A, erythrocyte sedimentation rate) and patient-reported (autoinflammatory disease activity index diary, disease activity, fatigue, impact on social life) measures, was generally well controlled throughout the study. …”
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Socio-economic inequalities in minimum dietary diversity among Ethiopian children aged 6–23 months: a decomposition analysis by Nigusu Worku, Amare Mesfin Workie, Lamrot Yohannes, Mihret Getnet, Mihret Getnet, Wubshet Debebe Negash, Wubshet Debebe Negash, Adina Yeshambel Belay, Lakew Asmare, Hiwot Tadesse Alemu, Demiss Mulatu Geberu, Melak Jejaw, Kaleb Assegid Demissie, Misganaw Guadie Tiruneh, Asebe Hagos

“…BackgroundGlobally, inappropriate feeding practices account for more than two-thirds of all cases of child mortality during the first 2 years of a child’s life. …”
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Examining internet use for health information seeking and influencing factors among undergraduate health science students in Southwest Ethiopia by Alex Ayenew Chereka, Fikadu Wake Butta, Addisalem Workie Demsash, Sisay Yitayh Kassie, Adamu Ambachew Shibabaw, Abiy Tasew Dubale, Geleta Nenko Dube, Mekonnen Kenate Hunde, Wubalem Dilie Limeneh, Amare Dagnew Fentahun, Milkias Dugassa Emanu, Mekashaw Tareke Abebe, Gemeda Wakgari Kitil

“…Background: The Internet has become a pivotal resource for accessing health information globally, offering unprecedented convenience and breadth of resources. …”
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Single Nucleotide Polymorphisms in TLR4 Affect Susceptibility to Tuberculosis in Mexican Population from the State of Veracruz by Enrique Ortega, Sujhey Hernández-Bazán, Beatriz Sánchez-Hernández, Ileana Licona-Limón, Javier Fuentes-Dominguez

“…Tuberculosis is still a global public health problem, with an estimated 10 million new cases and 1.6 million deaths in 2017. …”
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Efficacy of yeast beta-glucan 1,3/1,6 supplementation on respiratory infection, fatigue, immune markers and gut health among moderate stress adults in Klang Valley of Malaysia: pro... by Suzana Shahar, Kalavathy Ramasamy, Norhayati Ibrahim, Nur Nadia Mohamad Habibullah, Munirah Ismail, Mohd Zul Amin Kamaruddin, Shirley Gee Hoon Tang, Mohd Faisal Abdul Hamid

“…Introduction Yeast beta-glucan (YBG) are recognised for enhancing the immune system by activating macrophages, a key defence mechanism. Given the global prevalence and impact of upper respiratory tract infections (URTIs) on productivity and healthcare costs, YBG has shown promise as a potential therapeutic and preventive strategy for recurrent respiratory tract infections. …”
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Differential expression of circulating microRNAs in lactating Holstein and Jersey cows exposed to heat stress by Jihwan Lee, Doosan Kim, Byeonghwi Lim, Gyeonglim Ryu, Hyeonguk Baek, Joohwan Kim, Seungmin Ha, Sangbum Kim, Seunghwan Lee, Taejeong Choi, Inchul Choi

“…Holstein cows, the primary dairy breed globally, are particularly sensitive to heat stress. …”
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Safety of health workers during the COVID-19 pandemic and beyond: piloting WHO framework in Iran by Jafar Sadegh Tabrizi, Mondher Letaief, Hossein Mashhadi Abdolahi, Ramin Rezapour, Ahmed Alboksmaty, Mostafa Farahbakhsh

“…Abstract Background Health Workers Safety (HWS) is a global health priority and essential at all times, in stable situations, in emergencies, in disease epidemics or pandemics. …”
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Do current maternal health staffing and bed occupancy benchmarks work in practice? Results from a simulation model by Giorgia Gon, Carolin Vegvari, Rebecca F Baggaley, Said Mohammed Ali, Salma Abdi Mahmoud, Farhat Jowhar

“…Introduction The WHO has issued the global target of reducing maternal mortality rates by two-thirds of 2010 baseline levels by 2030. …”
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A Step Forward Towards Exploring Nutritional and Biological Potential of Mushrooms: A Case Study of Calocybe gambosa (Fr.) Donk Wild Growing in Serbia by Jovana Dragan Petrovic, Ângela Fernandes, Dejan Stojković, Marina Soković, Lillian Barros, Isabel C.F.R. Ferreira, Aditya Shekhar, Jasmina Glamočlija

“…Edible mushrooms have been appreciated globally for their organoleptic, nutritional and chemical properties. …”
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Phytocompounds from Indonesia Medicinal Herbs as Potential Apelin Receptor Agonist for Heart Failure Therapy: An In-silico Approach by Muhamad Rizqy Fadhillah, Wawaimuli Arozal, Muhammad Habiburrahman, Somasundaram Arumugam, Heri Wibowo, Suci Widya Primadhani, Aryo Tedjo, Surya Dwira, Nurul Gusti Khatimah

“… Heart failure is still a global health problem that demands new pharmacological treatments. …”
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Ultrasound-assisted modification of oat protein isolates: Structural and functional enhancements by Hamad Rafique, Pai Peng, Xinzhong Hu, Kanza Saeed, Muhammad Zubair Khalid, Waseem Khalid, Sonia Morya, Tawfiq Alsulami, Robert Mugabi, Gulzar Ahmad Nayik

“…Escalating global protein demand necessitates the commercialization of protein rich products. …”
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Bone cell differentiation and mineralization in wild-type and osteogenesis imperfecta zebrafish are compromised by per- and poly-fluoroalkyl substances (PFAS) by Francesca Tonelli, Cecilia Masiero, Carla Aresi, Camilla Torriani, Simona Villani, Guido Premoli, Antonio Rossi, Antonella Forlino

“…Addressing this question represents a need for ensuring global health and wellbeing to all individuals in a world facing the progressive increase of aging and aging related diseases. …”
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The effect of the APOE4 genotype on physiological and cognitive health in randomised controlled trials with an exercise intervention: a systematic review and meta-analysis by Felicity S. E. Spencer, Richard J. Elsworthy, Leigh Breen, Jon R. B. Bishop, Connor Dunleavy, Sarah Aldred

“…Very low to moderate quality evidence showed that APOE4 carriers benefitted more than APOE4 non-carriers on cognitive (e.g. executive function, learning) and physical (e.g. relative telomere length) outcomes after exercise; and that APOE4 non-carriers benefited over carriers for physical (serum BDNF, gait speed) and cognitive (global cognition, verbal memory) markers. Very low quality evidence indicated that there was no evidence of difference between APOE4 carriers and non-carriers on physical function outcomes in meta-analysis. …”
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Deep learning–based assessment of missense variants in the COG4 gene presented with bilateral congenital cataract by Shaohua Zhang, Yang Sun, Yinghong Ji, Li Ning, Binghe Xiao, Maierdanjiang Ainiwaer, Houyi Liu, Yingying Hong

“…Different pathogenicity metrics were aggregated with principal component analysis (PCA) and further analysed at three levels (amino acid position, substitution and post-translation) based on all possible Cog4 missense variants (n=14 915).Results Localised protein structural impact including change of conformation and amino acid polarity, breakage of hydrogen bond and salt-bridge, and formation of alpha-helix were identified among clinically relevant Cog4 variants. The global structural comparison with multidimensional scaling demonstrated variants with similar protein structures (AF2) tended to exhibit similar clinical and biological phenotypes. …”
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Smartphone apps for mental health: systematic review of the literature and five recommendations for clinical translation by Aljawharah Almuqrin, Ryan Hammoud, Ilham Terbagou, Stefania Tognin, Andrea Mechelli

“…Objectives Providing adequate access to mental health services is a global challenge. Smartphone apps offer a potentially cost-effective, available and accessible solution for monitoring, supporting and treating mental health conditions. …”
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Ambient PM2.5 Temporal Variation and Source Apportionment in Mbarara, Uganda by Silver Onyango, Crystal M. North, Hatem A. Ellaithy, Paul Tumwesigye, Choong-Min Kang, Vasileios Matthaios, Martin Mukama, Nuriat Nambogo, J. Mikhail Wolfson, Stephen Ferguson, Stephen Asiimwe, Lynn Atuyambe, Data Santorino, David C. Christiani, Petros Koutrakis

“…Abstract Air pollution is the leading environmental cause of death globally, and most mortality occurs in resource-limited settings such as sub-Saharan Africa. …”
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Genomic characterization of three marine fungi, including Emericellopsis atlantica sp. nov. with signatures of a generalist lifestyle and marine biomass degradation by Ole Christian Hagestad, Lingwei Hou, Jeanette H. Andersen, Espen H. Hansen, Bjørn Altermark, Chun Li, Eric Kuhnert, Russell J. Cox, Pedro W. Crous, Joseph W. Spatafora, Kathleen Lail, Mojgan Amirebrahimi, Anna Lipzen, Jasmyn Pangilinan, William Andreopoulos, Richard D. Hayes, Vivian Ng, Igor V. Grigoriev, Stephen A. Jackson, Thomas D. S. Sutton, Alan D. W. Dobson, Teppo Rämä

“…ABSTRACT Marine fungi remain poorly covered in global genome sequencing campaigns; the 1000 fungal genomes (1KFG) project attempts to shed light on the diversity, ecology and potential industrial use of overlooked and poorly resolved fungal taxa. …”
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Hepatobiliary scintigraphy and liver function changes in patients with hepatocellular carcinoma treated with 166Ho-radioembolization by Margot T.M. Reinders, Maarten J.L. Smits, Karel van Erpecum, Joep de Bruijne, Rutger C.G. Bruijnen, Dave Sprengers, Rob de Man, Erik Vegt, Jan N.M. IJzermans, Marnix G.E.H. Lam, Arthur J.A.T. Braat

“…None of the patients had clinical signs of liver decompensation (Child Pugh ≤ B7, median MELD 9 or ALBI − 2.55). Global and regional hepatic function was based on manual delineation of HBS using 200 MBq 99mTc-mebrofenine, acquired during screening and approximately three months after 166Ho-radioembolization, referred to as liver clearance rate (LCR). …”
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