A Hybrid Deep Learning Framework for Deepfake Detection Using Temporal and Spatial Features by Fazeel Zafar, Talha Ahmed Khan, Salas Akbar, Muhammad Talha Ubaid, Sameena Javaid, Kushsairy Abdul Kadir

“…Our research introduces a model for detecting deepfakes by utilizing an Enhanced EfficientNet B0 structure in conjunction with Temporal Convolutional Neural Networks (TempCNNs). …”
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Radiologic assessment of the optimal point for tube thoracostomy using the sternum as a landmark: a computed tomography‐based analysis by Jaeik Jang, Jae-Hyug Woo, Mina Lee, Woo Sung Choi, Yong Su Lim, Jin Seong Cho, Jae Ho Jang, Jea Yeon Choi, Sung Youl Hyun

“…Purpose This study aimed at developing a novel tube thoracostomy technique using the sternum, a fixed anatomical structure, as an indicator to reduce the possibility of incorrect chest tube positioning and complications in patients with chest trauma. …”
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Rationale and design of a large trial of perioperative ketamine for prevention of chronic post-surgical pain by Philip J. Peyton, Sabine Braat, Anurika De Silva, David Story, Lisbeth Evered, Paul S. Myles, Matthew Chan, Stephan Schug, Malcolm Hogg, Alex Holmes, Sofia Sidiropoulos, Kate Leslie

“…Incidence of pain in the area of the index surgery is measured by structured telephone interview at 3 months (primary trial endpoint) and 12 months. …”
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Spatio-temporal dynamics of Isoberlinia-dominated woodlands in disturbance-prone landscapes over 15 years by Shègoun Eudes Idjigbèrou, Eméline Sêssi Pélagie Assédé, Séverin Biaou, Gérard Nounagnon Gouwakinnou, Armand Kuyema Natta, Samadori Sorotori Honoré Biaou

“…Productivity and disturbance influence species richness and structure, enhancing our understanding of vegetation dynamics and species coexistence over time. …”
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Navigating the decision landscape: understanding interstitial cystitis/bladder pain syndrome patients’ motivations and medical support needs for fecal microbiota transplantation: a... by Hongyuan Liu, Yaodi Wei, Peng Jiang, Siyu Fan, Yu Zhao, Zhi Li, Shiyu Wang, Na Zhang, Junjie Zhi, Qun Wei, Yifeng Gu, Bihong Yang, Ninghan Feng, Yufan Wu, Fengping Liu

“…Data analysis was conducted using a thematic approach. …”
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Atrophy of hypothalamic subregions increases migraine risk: cross-sectional study and mendelian randomization analysis by Zhonghua Xiong, Lei Zhao, Geyu Liu, Dong Qiu, Yanliang Mei, Xiaoshuang Li, Zhi Guo, Peng Zhang, Mantian Zhang, Tianshuang Gao, Jinju Sun, Xin Liu, Yonggang Wang

“…Abstract Background The hypothalamus is a versatile structure comprising several nuclei that play key roles in regulating various biological processes associated with migraine, including hormone secretion, metabolism, circadian rhythm, and autonomic nervous system functions. …”
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Wetland dynamics in northern Australia’s tropical savanna (1987–2024): a multi-index Google Earth Engine approach for long-term monitoring by Kaline de Mello, Edimilson Rodrigues dos Santos Junior, Erica A. Garcia, Anna E. Richards, Peter Scott Waugh, Jessica Huxley, Simon Linke

“…Wetlands were categorized into twelve classes based on hydrological regime and vegetation structure. Validation showed high accuracy (93 % ± 1 %), with class-level accuracy above 80 % for most wetland types, including water bodies, mangroves, salt flats, swamps, marshes, and floodplains. …”
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Eco-anxiety, climate concern, and fatalistic outlooks: Insights from U.S. crisis text conversations on climate distress by Jennifer D. Runkle, Kelsey Herbst, Sophie Ryan, Kelly Sewell, Ashley Mallare, Ian Berry, Emma Getz, Arden McKee, Martie P. Thompson, Margaret M. Sugg

“…Methods: We analyzed anonymized text data from Crisis Text Line (CTL), a free, U.S.-based digital crisis platform with over nine million conversations since 2017, focusing on a sample of texts mentioning ''climate change.” …”
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The multicenter observational non-interventional study of combination anti-tuberculosis drugs used in treatment of pulmonary tuberculosis patients by T. E. Tyulkova, I. V. Mokhireva, A. A. Starshinova, P. K. Yablonskiy, L. I. Аkhilgova, O. D. Baronova, A. V. Gromov, O. N. Otpuschenikova, G. S. Oganezova, M. V. Levchenko, I. A. Panova, O. A. Trushina, N. V. Yasinetskaya, E. A. Sakharitova

“…Descriptive statistics methods were used for statistical data processing.Results. Of all PP, 267 (54.6%) completed the main course of chemotherapy. …”
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Distinct effects of fine and coarse aerosols on microphysical processes of shallow-precipitation systems in summer over southern China by F. Chen, F. Chen, Y. Yang, L. Yu, Y. Li, W. Liu, Y. Liu, Y. Liu, S. Lolli

“…<p>Densely populated southern China, adjacent to the South China Sea, which is associated with shallow precipitation during summer, is an open-air natural laboratory for studying the impact of aerosol particles on shallow-precipitation events. Using 8 years of data from Dual-frequency Precipitation Radar measurements, aerosol reanalysis, and atmospheric reanalysis, this study investigates the potential influence of coarse and fine aerosol particles on the structure of the precipitation and the microphysical processes of shallow precipitation in southern China. …”
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Crystallinity integration of anatase (TiO2) nanocrystal by whole powder pattern fitting (WPPF) method: A Rietveld refinement study by Shanawaz Ahmed, Md. Khalid Hossain Shishir, Md. Tarikul Islam, Md. Ashikur Rahaman, Sahil Aman, Allah Rakha Aidid, Sumaiya Islam Sadia, Md. Masud Rana, Md. Ashraful Alam

“…This research advances the understanding of the controlled synthesis of anatase nanoparticles and demonstrates the effectiveness of characterizing their crystalline structure.…”
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Real time intravascular ultrasound evaluation and stent selection for cerebral venous sinus stenosis associated with idiopathic intracranial hypertension by Gang Luo, Raynald, Xu Tong, Yinuo Huang, Zifei Han, Dapeng Sun, Bo Wang, Baixue Jia, Zhenbo Shi, Feng Gao, Ning Ma, Zhongrong Miao, Dapeng Mo

“…Idiopathic intracranial hypertension (IIH) patients with CVS stenosis who underwent IVUS-guided stenting were included in the data analysis from January 2014 to February 2022. …”
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Human Disc Degeneration Is Accompanied by a Loss of Anterior Annulus Fibrosus Interlamellar Matrix Integrity as Assessed by Peel Tests by Manmeet S. Dhiman, Mohammed A. Salaam, Taylor J. Bader, Fred Nicholls, W. Bradley Jacobs, Kenneth C. Thomas, Jacques Bouchard, Paul T. Salo, David A. Hart, Ganesh Swamy, Neil A. Duncan

“…Future biochemical and immunolocalization studies, integrated with mechanical data, will aim to understand the role of collagen and elastin structure and composition in the decreased mechanical integrity of affected tissues.…”
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Farmers’ knowledge, perceptions, and practices on animal trypanosomosis and the tsetse fly vector: A cross-sectional study around Kenya’s Arabuko-Sokoke Forest Reserve at the lives... by Joel L Bargul, Erick K Serem, Osman A Abdullahi, Moses M Ngari, David M Mburu

“…Methods: A cross-sectional study was conducted during November and December 2017 to collect data from 404 randomly selected cattle-rearing households using a structured questionnaire. …”
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Genome-wide identification and analysis of SmRR gene family in eggplant (Solanum melongena L.) and their response to abiotic stress and auxin by Wenjing Li, Hui Li, Yanyu Lin, Yutong Li, Xiaofang Xie, Xuefang Zheng, Weiren Wu, Yuanchang Zhou, Yan Zheng

“…Phylogenetic analysis classified all RRs into three categories: type-A, type-B RRs, and PRRs (Pseudo-RRs), while no type-C genes were detected. Gene structure and motif analysis demonstrated similarities within each type. …”
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Effective adsorptive removal of triclosan from water using bio-nanocomposite hydrogel beads by Vuyo Moses Mollo, Vuyo Moses Mollo, Mthokozisi Mnguni, Mthokozisi Mnguni, Diseko Boikanyo, Philiswa Nosizo Nomngongo, Philiswa Nosizo Nomngongo, James Ramontja

“…The pseudo-second order, Freundlich, and Sips models better explained the adsorption kinetics and equilibrium isotherm data. The maximum adsorption capacity estimated using the Langmuir isotherm model was 132 mg/g. …”
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Co-designing a peer support programme for carers of people treated under the Mental Health Act: views from stakeholders by Imogen Wells, Kelly Wintsch, Abigail G-Medhin, Brynmor Lloyd-Evans, Steve Gillard, Rose McCabe, Mohamed Yaasir Mohamudbucus, Candelaria Mahlke, Katharina Nagel, Zhenreenah Muhxinga, Swaran Singh, Stefan Priebe, Domenico Giacco

“…Conclusions These findings highlight the need for structured training for peer supporters and a flexible, accessible peer support programme for carers. …”
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Care coordinator delivered Method of Levels therapy for people reporting first-episode psychosis: Experiences and views of service user, care coordinator, and team manager particip... by Robert Griffiths, Sara Tai, Susan Ormrod, Natalie Welsh, Adam Jones, Jasper Palmier-Claus, James Dixon, Alison Dawber, Karina Lovell

“…Interviews and focus groups were transcribed and reflexive thematic analysis was used to analyse the data. Results Three themes were identified: ‘Digging deeper to find my own solutions’; (2) ‘Prepared for practice?’…”
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Effects of caloric restriction and exercise-induced weight loss on physiological dysregulation in postmenopausal women: The mediating role of fat mass and adipose tissue distributi... by Éloïse Routhier, Martin Brochu, Alan A. Cohen, Denis Prudhomme, Ahmed Ghachem

“…Methods: Data from a total of 102 inactive overweight or obese postmenopausal women (CR: n = 68 vs CR + Ex: n = 34) were studied. …”
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Antibiotic Consumption Patterns in Urban Coari, Amazonas: High Azithromycin Use and COVID-19-Related Prescriptions by Rodrigo Silva Marcelino, Edivã Bernardo da Silva, Abel Santiago Muri Gama, Ananias Facundes Guimarães, Silvia Regina Secoli, Albert Figueras

“…<b>Methods</b>: A cross-sectional study was conducted between October and November 2021 in the urban area of Coari. 394 adults were interviewed using a structured questionnaire. Data on antibiotic use, sociodemographic factors, health service access, and self-reported illnesses were collected. …”
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