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

“…Multiple client models collaboratively train a global model while keeping the individual client’s data decentralized and private. This, however, suffers from poor generalization of the individual client data. …”
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A deep learning model for assistive decision-making during robot-aided rehabilitation therapies based on therapists’ demonstrations by David Martínez-Pascual, José M. Catalán, Luís D. Lledó, Andrea Blanco-Ivorra, Nicolás García-Aracil

“…Methods An experimental session was conducted with diverse people who suffered from neurological conditions. The participants used an upper limb rehabilitation robot to play a point-to-point game. …”
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Effects of Preoperative Sleep Disorders on Anesthesia Recovery and Postoperative Pain in Patients Undergoing Laparoscopic Gynecological Surgery under General Anesthesia by Sicong Yu, Yicheng Xiong, Guangtao Lu, Xiangqing Xiong

“…There were significant differences in VAS scores among the four groups at both different and the same time points (all P<0.001), suggesting more sleep disorders induced more pain in the sufferers. Serum IL-6 levels were significantly higher in the three sleep disorder groups than the control group at 6 h and 24 h after the operation (all P<0.05), while group C has the highest IL-6 levels as compared to the other group (P=0.09 and P<0.001, respectively). …”
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Hubungan Lama Aktivitas Membaca dengan Derajat Miopia pada Mahasiswa Pendidikan Dokter FK Unand Angkatan 2010 by Mutia Maulud Fauziah, M. Hidayat, Julizar .

“…The most of myopia students suffered mild myopia. Statistical analysis the relationship duration of reading with degree of myopia p value= 0.15.This study showed no significant relationship between duration of reading activities with the degree of myopia.…”
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Quantifying the tumour vasculature environment from CD-31 immunohistochemistry images of breast cancer using deep learning based semantic segmentation by Tristan Whitmarsh, Wei Cope, Julia Carmona-Bozo, Roido Manavaki, Stephen-John Sammut, Ramona Woitek, Elena Provenzano, Emma L. Brown, Sarah E. Bohndiek, Ferdia A. Gallagher, Carlos Caldas, Fiona J. Gilbert, Florian Markowetz

“…Current methods to measure vascular density, however, are time-consuming, suffer from high inter-observer variability and are limited in describing the complex tumour vasculature morphometry. …”
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Antiplasmodial and Cytotoxic Activities of Extracts of Selected Medicinal Plants Used to Treat Malaria in Embu County, Kenya by Bibianne Waiganjo, Gervason Moriasi, Jared Onyancha, Nelson Elias, Francis Muregi

“…It affects persons of all ages; however, pregnant mothers, young children, and the elderly suffer the most due to their dwindled immune state. …”
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Health benefits of pedestrian and cyclist commuting: evidence from the Scottish Longitudinal Study by Paul Kelly, David Walsh, Bruce Whyte, Zhiqiang Feng, Chris Dibben, Graham Baker, Ruth Dundas, Evangelia Demou, Catherine Friel

“…Pedestrian commuting was associated with lower risk of any hospitalisation (HR 0.91, 95% CI 0.88 to 0.93), lower risk of CVD hospitalisation (HR 0.90, 95% CI 0.84 to 0.96) and of having a CVD prescription (HR 0.90, 95% CI 0.87 to 0.93), and lower risk of a mental health prescription (HR 0.93, 95% CI 0.90 to 0.97).Conclusion Active commuters were less likely to suffer from a range of negative physical and mental health outcomes than non-active commuters. …”
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MSCPNet: A Multi-Scale Convolutional Pooling Network for Maize Disease Classification by Mehdhar S. A. M. Al-Gaashani, Reem Alkanhel, Muthana Ali Salem Ali, Mohammed Saleh Ali Muthanna, Ahmed Aziz, Ammar Muthanna

“…Traditional CNN-based models, while effective in extracting spatial features, often fail to capture subtle multi-scale variations necessary for distinguishing between disease symptoms. These models also suffer from high computational complexity when deeper layers are introduced to handle fine-grained details. …”
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Trade-Off Between Enzymatic Antioxidant Defense and Accumulation of Organic Metabolite Affects Salt Tolerance of White Clover Associated with Redox, Water, and Metabolic Homeostase... by Min Zhou, Yuting Wu, Yuchen Yang, Yan Yuan, Junnan Lin, Long Lin, Zhou Li

“…In addition, Trp004 accumulated more organic acids (glycolic acid, succinic acid, fumaric acid, malic acid, linolenic acid, and cis-sinapic acid), amino acids (serine, l-allothreonine, and 4-aminobutyric acid), sugars (tagatose, fructose, glucoheptose, cellobiose, and melezitose), and other metabolites (<i>myo</i>-inositol, arabitol, galactinol, cellobiotol, and stigmasterol) than KL when they suffered from the same salt concentration and duration of stress. …”
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Etude préliminaire de l'influence des disponibilités alimentaires et des activités humaines sur l’utilisation spatiale de l’habitat par les chimpanzés et les bonobos by Victor Narat, Marie Cibot, Jean Christophe Bokika Ngawolo, Richard Dumez, Sabrina Krief

“…Among human activities recorded within the home range of Sebitoli chimpanzees, poaching has high consequences on chimpanzees as they sometimes get trapped in cable snares placed to capture duikers and are deeply injured : 23 chimpanzees among 65 identified so far, suffer from mutilations due to snares (21 wire snares deactivated during the study period). …”
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Development and feasibility testing of a new device for home-based leg heat therapy in patients with lower extremity peripheral artery disease by Bohyun Ro, MSc, John P. Spence, BBA, Paul A. Spence, MD, Christian Buckley, BS, Raghu L. Motaganahalli, MD, Bruno T. Roseguini, PhD

“…ABSTRACT: People with symptomatic lower extremity peripheral artery disease (PAD) suffer from severe leg pain, walking impairment, and reduced quality of life, but few effective treatments are available. …”
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Combinatorial functionomics identifies HDAC6-dependent molecular vulnerability of radioresistant head and neck cancer by Sharon Pei Yi Chan, Celestia Pei Xuan Yeo, Boon Hao Hong, Evelyn Mui Cheng Tan, Chaw Yee Beh, Eugenia Li Ling Yeo, Dennis Jun Jie Poon, Pek Lim Chu, Khee Chee Soo, Melvin Lee Kiang Chua, Edward Kai-Hua Chow

“…Despite the addition of chemotherapy to radiotherapy to enhance its tumoricidal effects, almost a third of HNC patients suffer from locoregional relapses. Salvage therapy options for such recurrences are limited and often suboptimal, partly owing to divergent tumor and microenvironmental factors underpinning radioresistance. …”
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Diagnostic performance of CT for extrarenal fat invasion in renal cell carcinoma: a meta-analysis and systematic review by Junchao Ma, Enyu Yuan, Shijian Feng, Jin Yao, Chunlei He, Yuntian Chen, Bin Song

“…However, the diagnostic performance of CT has suffered from the limitation of slightly lower accuracy, resulting from the low positive sample in the current studies. …”
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JAUNOSIOS KARTOS KATALIKŲ INTELEKTUALŲ POŽIŪRIS Į FAŠIZMĄ IR NACIONALSOCIALIZMĄ TARPUKARIO LIETUVOJE by Valdas Pruskus

“…The consequences of this crisis were mostly suffered by Italy and Germany. Exactly here the new standpoint on democracy, a state and its functioning was being formed. …”
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Implementasi Algoritma BFCC dan kNN pada Embedded System untuk Deteksi Dini Bronchitis by Septiyo Budi Perkasa, Barlian Henryranu Prasetio, Eko Setiawan, Edita Rosana Widasari, Dahnial Syauqy

“…Abstract The World Health Organization (WHO) states that as many as 600 million people in the world suffer from bronchitis. Bronchitis is a disease that can be caused by respiratory syncytial virus (RSV) and rhinovirus. …”
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Prevalence, predictors, and economic burden of mental health disorders among asylum seekers, refugees and migrants from African countries: A scoping review. by Wael Osman, France Ncube, Kamil Shaaban, Alaa Dafallah

“…There is, however, a prominent presence of minors and women who have suffered a variety of forms of violence, in particular sexual violence. …”
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Global prevalence, treatment and outcome of tuberculosis and COVID-19 coinfection: a systematic review and meta-analysis (from November 2019 to March 2021) by Qiang Sun, Hui Li, Jie Zhao, Xiaolin Wei, Quan Wang, Shasha Guo, Quanfang Dong, Ning Xu

“…The mean in-hospital fatality rates for high-income countries (Italy and Argentina) and low/middle-income countries (LMICs) (India, Philippines, South Africa) were 6.5% (95% CI: −0.8% to ~13.9%) and 22.5% (95% CI: 19.0% to ~26.0%).Conclusion TB–COVID coinfection is common globally, and the coinfected patients suffer from higher fatality risk than patients with normal COVID-19. …”
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Accounting for observation biases associated with counts of young when estimating fecundity: case study on the arboreal-nesting red kite (Milvus milvus) by Sollmann, Rahel, Adenot, Nathalie, Spakovszky, Peter, Windt, Jendrik, Mattsson, Brady J.

“…These counts can, however, suffer from over and undercounting, which can lead to biased estimates of fecundity (average number of nestlings per brood). …”
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Excessive occupational sitting increases risk of cardiovascular events among working individuals with type 1 diabetes in the prospective Finnish Diabetic Nephropathy Study by Matias Seppälä, Heidi Lukander, Johan Wadén, Marika I. Eriksson, Valma Harjutsalo, Per-Henrik Groop, Lena M. Thorn, FinnDiane Study Group

“…During a median follow-up of 12.5 (6.5–16.4) years, 163 individuals (9.6%) suffered cardiovascular events, and during a median follow-up of 13.7 (9.4–16.6) years, 108 (6.3%) deaths occurred. …”
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Combined Transplantation of Adipose Tissue-Derived Stem Cells and Endothelial Progenitor Cells Improve Diabetic Erectile Dysfunction in a Rat Model by Qiyun Yang, Wanmei Chen, Chi Zhang, Yun Xie, Yong Gao, Cuncan Deng, Xiangzhou Sun, Guihua Liu, Chunhua Deng

“…Erectile dysfunction (ED) is a common complication in men suffered with diabetic mellitus. Stem cell transplantation is a promising strategy for the treatment of diabetic ED (DED). …”
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