DA-Net: Dual Attention Network for Haze Removal in Remote Sensing Image by Namwon Kim, Il-Seok Choi, Seong-Soo Han, Chang-Sung Jeong

“…Our experimental results show that DA-Net achieves much better performance for both synthetic and real image data sets compared to the other dehazing models in terms of quantitative and qualitative evaluations.…”
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Global estimate of the prevalence of post-traumatic stress disorder among adults living with HIV: a systematic review and meta-analysis by Lloyd Goldsamt, Chulei Tang, Jingjing Meng, Xueling Xiao, Ann Bartley Williams, Honghong Wang

“…This study aimed to systematically review the prevalence of PTSD among PLWH worldwide and explore variation in prevalence across sociodemographic and methodological factors.Design A meta-analysis using a random-effects model was conducted to pool the prevalence estimated from individual studies, and subgroup analyses were used to analyse heterogeneities.Setting, participants and measures Observational studies providing PTSD prevalence data in an adult HIV population were searched from January 2000 to November 2019. …”
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FEATURE SELECTION AND CLASSIFICATION OF LEUKEMIC CELLS USING IOT AND MACHINE LEARNING by K. R.Vineetha, Kovvuri N. Bhargavi, G. L. Narasamba Vanguri, Jenifer Mahilraj, V. Kannan

“…The system's ability to process data from various Internet of Things (IoT) sources should aid its ability to learn and adapt to real-world clinical settings. …”
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Exploring Attention in Depth: Event-Related and Steady-State Visual Evoked Potentials During Attentional Shifts Between Depth Planes in a Novel Stimulation Setup by Jonas Jänig, Norman Forschack, Christopher Gundlach, Matthias M. Müller

“…Behavioral data showed that subjects were able to perform the task and selectively respond to events at the cued depth. …”
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Intelligent Manufacturing in Wine Barrel Production: Deep Learning-Based Wood Stave Classification by Frank A. Ricardo, Martxel Eizaguirre, Desmond K. Moru, Diego Borro

“…To enhance performance and accuracy, we employ a data augmentation strategy using cropping techniques to address intra-class variability in individual staves. (3) Results: Our approach significantly improves accuracy and reliability in classifying wood with irregular textures and heterogeneity. …”
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Application of a high-resolution melt assay for monitoring SARS-CoV-2 variants in Burkina Faso and Kenya by Caitlin Greenland-Bews, Sonal Shah, Morine Achieng, Emilie S. Badoum, Yaya Bah, Hellen C. Barsosio, Helena Brazal-Monzó, Jennifer Canizales, Anna Drabko, Alice J. Fraser, Luke Hannan, Sheikh Jarju, Jean-Moise Kaboré, Mariama A. Kujabi, Cristina Leggio, Maia Lesosky, Jarra Manneh, Tegwen Marlais, Julian Matthewman, Issa Nebié, Eric Onyango, Alphonse Ouedraogo, Kephas Otieno, Samuel S. Serme, Sodiomon Sirima, Ben Soulama, Brian Tangara, Alfred Tiono, William Wu, Emily R. Adams, Abdul Karim Sesay, Chris Drakeley, Feiko O. ter Kuile, Issiaka Soulama, Simon Kariuki, David J. Allen, Thomas Edwards

“…Sequencing, the gold standard, is still a largely inaccessible methodology in low-resource settings. Here, we present a quick, low-cost tool to screen for the common VOCs, designed to support surveillance efforts in low-resource settings. …”
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ALMA Lensing Cluster Survey: Physical Characterization of Near-infrared-dark Intrinsically Faint ALMA Sources at z = 2–4 by Akiyoshi Tsujita, Kotaro Kohno, Shuo Huang, Masamune Oguri, Ken-ichi Tadaki, Ian Smail, Hideki Umehata, Zhen-Kai Gao, Wei-Hao Wang, Fengwu Sun, Seiji Fujimoto, Tao Wang, Ryosuke Uematsu, Daniel Espada, Francesco Valentino, Yiping Ao, Franz E. Bauer, Bunyo Hatsukade, Fumi Egusa, Yuri Nishimura, Anton M. Koekemoer, Daniel Schaerer, Claudia Lagos, Miroslava Dessauges-Zavadsky, Gabriel Brammer, Karina Caputi, Eiichi Egami, Jorge González-López, Jean-Baptiste Jolly, Kirsten K. Knudsen, Vasily Kokorev, Georgios E. Magdis, Masami Ouchi, Sune Toft, John F. Wu, Adi Zitrin

“…By utilizing a rich multiwavelength data set, we find that the NIR-dark galaxies are located on the star formation main sequence in the intrinsic stellar mass range of log ( M _* / M _⊙ ) = 9.8–10.4, which is about 1 order of magnitude lower than that of typical submillimeter galaxies (SMGs). …”
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The Validity of the Danish Version of the Canadian Occupational Performance Measure by Anette Enemark Larsen, Sonja Wehberg, Jeanette Reffstrup Christensen

“…A cross-sectional study was performed in two settings, a regional hospital and a rehabilitation centre in a community. …”
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Urban Market Gardening and Rodent-Borne Pathogenic Leptospira in Arid Zones: A Case Study in Niamey, Niger. by Gauthier Dobigny, Madougou Garba, Caroline Tatard, Anne Loiseau, Max Galan, Ibrahima Kadaouré, Jean-Pierre Rossi, Mathieu Picardeau, Eric Bertherat

“…This is also the reason why it has mainly been investigated in temperate as well as warm and humid regions, while arid zones have been only very occasionally monitored for this disease. In particular, data for West African countries are extremely scarce. …”
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Health system readiness to deliver integrated noncommunicable disease and antenatal care in Kyrgyzstan, Tajikistan, and Vietnam by Téa E. Collins, Svetlana Akselrod, Anshu Banerjee, Aliina Altymysheva, Mekhri Shoismatuloeva, Pham Thi Quynh Nga, Daria Berlina, Ketevan Chkhatarashvili, Flaminia Ortenzi, Josephine Exley, Luke N Allen

“…Reproductive, maternal, newborn, and child health (RMNCH) services provide an important opportunity to prevent, detect, and manage NCDs. Yet, NCD and mental health care remain poorly integrated into RMNCH services in many settings. …”
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Polish Experiences of Pain Treatment by Paramedics in relation to Good Practices of Pain Treatment: A Register-Based Study by Mariusz Koral, Jakub Szyller

“…Pain is frequently encountered in the prehospital setting. The treatment of pain is one of the priority activities for paramedics. …”
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An Epidemiologic Investigation for an Outbreak of Norovirus Infection in a Daycare Center in Gyeonggi-Do, Republic of Korea, 2023 by Sang-Jin Lee, Jieun Jang, Kwan Lee

“…<b>Conclusions</b>: This study highlights the critical role of hygiene practices in daycare settings to prevent person-to-person transmission of norovirus. …”
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Donor Mesenchymal Stem Cells Program Bone Marrow, Altering Macrophages, and Suppressing Endometriosis in Mice by Shutaro Habata, Ramanaiah Mamillapalli, Abdullah Ucar, Hugh S. Taylor

“…Direct administration of MSCs outside of the setting of BM conditioning did not alter endometriosis. …”
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Leveraging Transformer Models for Enhanced Pharmacovigilance: A Comparative Analysis of ADR Extraction from Biomedical and Social Media Texts by Oumayma Elbiach, Hanane Grissette, El Habib Nfaoui

“…This process not only helps in detecting harmful side effects that may not have been evident during clinical trials but also contributes to the broader understanding of drug safety in real-world settings, ultimately guiding regulatory actions and informing clinical practices. …”
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Bringing Value at the Physical and Mental Health Interface: A Retrospective Record-based Research of Diagnostic Concordance between Physicians/Surgeons and Psychiatrists by Yogender Kumar Malik, Adwitiya Ray, Sujata Sethi, Rajiv Gupta

“…Methods: The study focused on in-patient referrals to the CLP unit. Data from 2917 referral calls included demographic profiles, referral reasons, and diagnoses. …”
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Transcriptome-aligned metabolic profiling by SERSome reflects biological changes following mesenchymal stem cells expansion by Xinyuan Bi, Bin Ma, Wei Liu, Wei-Qiang Gao, Jian Ye, Hanyu Rao

“…By integrating these metabolic features detected by SERS with transcriptomic data, we established a correlation between SERS signals and biological changes, as well as differentially expressed genes. …”
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Social network analysis in humanitarian logistics research by Zhasmina Tacheva, Natalie Simpson

“…Analysis of two humanitarian networks in Afghanistan demonstrates the use and utility of SNA, based on secondary data. In the second case study, the use of random graphs to detect network motifs is demonstrated using Monte Carlo simulation to create the benchmark null sets. …”
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Psychophysiological correlates of science communicators. by David Vagni, Gennaro Tartarisco, Simona Campisi, Loredana Cerbara, Marco Dedola, Alessandra Pedranghelu, Alexandra Castello, Francesca Gorini, Chiara Failla, Marco Tullio Liuzza, Antonio Tintori, Giovanni Pioggia, Marco Ferrazzoli, Antonio Cerasa

“…We conducted a study in an ecological setting to evaluate the heart rate variability (HRV) of expert communicators during a live national primetime video interview. …”
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Genomic analysis of Salmonella enterica from cattle, beef and humans in the Greater Tamale Metropolis of Ghana. by Gabriel Temitope Sunmonu, Courage Kosi Setsoafia Saba, Erkison Ewomazino Odih, Opoku Bright, Eric Edem Y Osei, Alfred Mensah, Saeed Abdallah, Abdul-Razak Alhassan, Stephen Wilson Kpordze, Olabisi C Akinlabi, Anderson O Oaikhena, Beverly Egyir, Iruka N Okeke

“…The most frequently detected serovars were Poona (n = 13), Montevideo (n = 10) and Poano (n = 7) with S. …”
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Feasibility study of AI-assisted multi-parameter MRI diagnosis of prostate cancer by Yibo Xu, Rongjiang Wang, Zhihai Fang, Jianer Tang

“…From these, we obtained 274 sets of ROI data, using 206 for training and validation, and 68 for testing. …”
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