Prevalence and determinants of HIV testing-seeking behaviors among women of reproductive age in Tanzania: analysis of the 2022 Demographic and health survey by Jackson Micheal Asingwire, Isaac isiko, Kuli Faith Rombe, Aaron Mwesigwa, Emmanuel Asher Ikwara, Haron Olot, Lenz Nwachinemere Okoro, Manankong Jane Precious Izunwanne, Blessing Onyinyechi Agunwa, Abdul Aziiz Bwana, William Yiga Kalemba, Ebuka Louis Anyamene

“…Methods This study used the 2022 Tanzania Demographic and Health Survey dataset. The study utilized individual recodes (IR) files where data was collected using the Women’s Questionnaire to analyze factors influencing HIV testing behavior among women, Descriptive analysis, and bivariate and multivariate logistic regressions were performed and all the data were processed and analyzed using STATA version 17 at 95% CI and significance level P < 0.05. …”
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Designing a Model for Credit Risk Assessment of Customers for Guarantees Issued by the Export Guarantee Fund of Iran via Artificial Neural Network Model by Farshid Ahmadi Sartakhti, Kambiz Hojabr Kiani, Seyed Shamsoddin Hoseini, Abbas Memarnejad

“…To achieve this objective, a dataset comprising 2,170 credit files granted by this fund was utilized. …”
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Early Postoperative Safety of Total Hip Arthroplasty in Systemic Lupus Erythematosus Patients by YANG Xingdong, YU Muyang, XU Yiming, ZHU Wei, HU Mingwei, WENG Xisheng, FENG Bin

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Machine learning analysis of pathological images to predict 1-year progression-free survival of immunotherapy in patients with small-cell lung cancer by Hirotaka Matsumoto, Hiroaki Akamatsu, Nobuyuki Yamamoto, Yuki Sato, Daichi Fujimoto, Yoshihiko Taniguchi, Motohiro Tamiya, Yasuhiro Koh, Junya Fukuoka, Hisashi Tanaka, Naoki Furuya, Ryota Shibaki, Tsukasa Nozawa, Akira Sano, Yuka Kitamura, Takashi Kijima, Toshihide Yokoyama, Satoru Miura, Akito Hata, Jun Sugisaka

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Auditory confounds can drive online effects of transcranial ultrasonic stimulation in humans by Benjamin R Kop, Yazan Shamli Oghli, Talyta C Grippe, Tulika Nandi, Judith Lefkes, Sjoerd W Meijer, Soha Farboud, Marwan Engels, Michelle Hamani, Melissa Null, Angela Radetz, Umair Hassan, Ghazaleh Darmani, Andrey Chetverikov, Hanneke EM den Ouden, Til Ole Bergmann, Robert Chen, Lennart Verhagen

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Inflammatory Gene Signature Identified by Machine Algorithms Reveals Novel Biomarkers of Coronary Artery Disease by Liu X, Zhang Y, Wang Y, Xu Y, Xia W, Liu R, Xu S

“…This study aims to investigate the immune responses of peripheral blood mononuclear cells (PBMCs) in CAD and to identify novel signature genes and biomarkers using machine learning algorithms.Methods: The GSE113079 dataset was analyzed and differentially expressed genes (DEGs) were identified between CAD and normal samples. …”
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Investigating the effect of incident intensity on single-junction GaAs PV cells conversion efficiency at different temperatures by Junyue Zhang, Shunhua Wu, Jiachen Liu, Weizhou Huang, Lei Ling, Qingkai Meng, Rui Zhang, Lang Chen, Jiachen Zhang, Zhenfu Wang, Te Li

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Association between echocardiographic parameters of cardiac structure and function and mild cognitive impairment by Kai Zhang, Xiaoxia Liu, Siyu Huang, Xinrui Liu, Meiqi Zhao, Chao Xue, Shijun Xia, Jianzeng Dong, Yu Kong, Changsheng Ma

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Identification of the optimal candidates to benefit from surgery and chemotherapy among elderly female breast cancer patients with bone metastases by Yuchen Hu, Junfeng Tang, Xiaofeng Liu, Yusheng Sun, Baojun Gong, Qing Gao

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SO₂ emissions derived from TROPOMI observations over India using a flux-divergence method with variable lifetimes by Y. Chen, Y. Chen, R. J. van der A, J. Ding, H. Eskes, J. E. Williams, N. Theys, A. Tsikerdekis, P. F. Levelt, P. F. Levelt, P. F. Levelt

“…We present a monthly SO<span class="inline-formula">₂</span> emission inventory for India covering December 2018 to November 2023 based on the Tropospheric Monitoring Instrument (TROPOMI) Level-2 COBRA SO<span class="inline-formula">₂</span> dataset, using an improved flux-divergence method and estimated local SO<span class="inline-formula">₂</span> lifetime, which includes both its chemical loss and dry deposition. …”
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Efficacy of TIPS plus extrahepatic collateral embolisation in real-world data: a validation study by Chao Chen, Feng Zhang, Hao Wu, Wei Wu, Hui Xue, Yuzheng Zhuge, Chunqing Zhang, Guangchuan Wang, Zhengjie Li, Qiong Wu, Bo Wei, Jun Tie, Xiubin Sun, Lianhui Zhao, Yifu Xia, Jiao Xu, Peijie Li

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Sistem Rekognisi Citra Digital Bahasa Isyarat Menggunakan Convolutional Neural Network dan Spatial Transformer by Mohammad Alfiano Rizky Mahardika, Novanto Yudistira, Achmad Ridok

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Delta radiomics modeling based on CTP for predicting hemorrhagic transformation after intravenous thrombolysis in acute cerebral infarction: an 8-year retrospective pilot study by Xiaxia Wu, Xiaxia Wu, Jinfang Yang, Jinfang Yang, Xianqun Ji, Yingjian Ye, Ping Song, Lina Song, Peng An, Peng An

“…Based on post-thrombolysis cranial CT or MRI results, patients were divided into the HT-ACI group (114 cases) and the non-HT-ACI group (305 cases). The dataset was split into a training set and a test set in a 7:3 ratio based on time nodes. …”
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Mediator kinase inhibition suppresses hyperactive interferon signaling in Down syndrome by Kira A Cozzolino, Lynn Sanford, Samuel Hunter, Kayla Molison, Benjamin Erickson, Meaghan CS Courvan, Taylor Jones, Deepa Ajit, Matthew D Galbraith, Joaquín M Espinosa, David Bentley, Mary Ann Allen, Robin D Dowell, Dylan J Taatjes

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Optimal timing of organs-at-risk-sparing adaptive radiation therapy for head-and-neck cancer under re-planning resource constraints by Fatemeh Nosrat, Cem Dede, Lucas B. McCullum, Raul Garcia, Abdallah S.R. Mohamed, Jacob G. Scott, James E. Bates, Brigid A. McDonald, Kareem A. Wahid, Mohamed A. Naser, Renjie He, Aysenur Karagoz, Amy C. Moreno, Lisanne V. van Dijk, Kristy K. Brock, Jolien Heukelom, Seyedmohammadhossein Hosseinian, Mehdi Hemmati, Andrew J. Schaefer, Clifton D. Fuller

“…The MDP parameters were derived from a dataset comprising 52 HNC patients treated between 2007 and 2013. …”
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Distinct immune cell infiltration patterns in pancreatic ductal adenocarcinoma (PDAC) exhibit divergent immune cell selection and immunosuppressive mechanisms by Shivan Sivakumar, Ashwin Jainarayanan, Edward Arbe-Barnes, Piyush Kumar Sharma, Maire Ni Leathlobhair, Sakina Amin, David J. Reiss, Lara Heij, Samarth Hegde, Assaf Magen, Felicia Tucci, Bo Sun, Shihong Wu, Nithishwer Mouroug Anand, Hubert Slawinski, Santiago Revale, Isar Nassiri, Jonathon Webber, Gerard D. Hoeltzel, Adam E. Frampton, Georg Wiltberger, Ulf Neumann, Philip Charlton, Laura Spiers, Tim Elliott, Maria Wang, Suzana Couto, Thomas Lila, Pallavur V. Sivakumar, Alexander V. Ratushny, Mark R. Middleton, Dimitra Peppa, Benjamin Fairfax, Miriam Merad, Michael L. Dustin, Enas Abu-Shah, Rachael Bashford-Rogers

“…A comprehensive analysis of single-cell multi-omic data from matched tumour-infiltrated CD45+ cells and peripheral blood in 12 patients, and two published datasets, reveals a complex immune infiltrate. Patients have either a myeloid-enriched or adaptive-enriched tumour microenvironment. …”
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Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging by Oliver Lester Saldanha, Jiefu Zhu, Gustav Müller-Franzes, Zunamys I. Carrero, Nicholas R. Payne, Lorena Escudero Sánchez, Paul Christophe Varoutas, Sreenath Kyathanahally, Narmin Ghaffari Laleh, Kevin Pfeiffer, Marta Ligero, Jakob Behner, Kamarul A. Abdullah, Georgios Apostolakos, Chrysafoula Kolofousi, Antri Kleanthous, Michail Kalogeropoulos, Cristina Rossi, Sylwia Nowakowska, Alexandra Athanasiou, Raquel Perez-Lopez, Ritse Mann, Wouter Veldhuis, Julia Camps, Volkmar Schulz, Markus Wenzel, Sergey Morozov, Alexander Ciritsis, Christiane Kuhl, Fiona J. Gilbert, Daniel Truhn, Jakob Nikolas Kather

“…These models were then validated on two external datasets consisting of 649 bilateral breast MRI exams from Germany and Greece. …”
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GDF15 induces immunosuppression via CD48 on regulatory T cells in hepatocellular carcinoma by Meng Li, Yuan Gao, Wei Zhang, Zhijun Tan, Kuo Zhang, Zhaowei Wang, Lei He, Weina Li, Chuanyang Xu, Jieyu Zhang, Desheng Wang, Kefeng Dou, Ran Zhuang, Boquan Jin, Qiang Hao, Wangqian Zhang, Shuning Wang, Jintao Gu, Lei Shang, Haichuan Su, Yingqi Zhang, Cun Zhang

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Using the HBSC Symptom Checklist to measure junior secondary school students’ psychosomatic complaints in the Chinese Mainland: Rasch-based validation, population-based norm, and n... by Yuhang Zhu, Xianzhu Cong, Zhenliang Qiu, Ricky Jeffrey, Ranran Li, Li Jing, Gaopei Zhu, Xi Yang, Shuang Li, Jinling Wang, Xu Xu, Hongliu Zhu, Xinjian Wang, Ling Huang, Xueqin Sun, Di Wu, Kai Zhang, Xunhong Miao, Rui Wen, Qinglang Huang, Zhuang He, Juan Li, Alina Cosma, Fuyan Shi, Suzhen Wang, the PROSQoL-JSSS research group

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Pathways Through Which Green Exposure Type Influences Cardiovascular Diseases Mortality in Shanghai, China by Jianzhong HUANG, Yanting XU, Lan WANG, Zhouqian HE

“…The research draws on diverse data sources to ensure robust analysis: CVDs mortality data provided by the Shanghai Municipal Center for Disease Control and Prevention, PM2.5 concentration data retrieved from MODIS satellite imaging, temperature data sourced from Google Earth Engine, and LBS (location based services) data serving as the basis for estimating physical activity levels. This comprehensive dataset allows for an in-depth exploration of the pathways through which green exposure influences cardiovascular health in an urban context.ResultsThe research finds that green exposure primarily influences CVDs mortality through physical activity levels, based on which a pathway of “green exposure − physical activity level − CVDs mortality” is established (pathway coefficient = －0.184, p < 0.05). …”
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