Machine learning-driven insights into ctDNA for oral cancer: Applications, models, and future prospects by Dheeraj Kumar, Saraswati Patel

“…This review explores the clinical applications, challenges, and future prospects of ctDNA analysis. We highlight the integration of advanced machine learning (ML) models—Support Vector Machines (SVM), Random Forests (RF), Artificial Neural Networks (ANN), and Convolutional Neural Networks (CNN)—in ctDNA detection and analysis. …”
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New era towards autonomous additive manufacturing: a review of recent trends and future perspectives by Haolin Fan, Chenshu Liu, Shijie Bian, Changyu Ma, Junlin Huang, Xuan Liu, Marshall Doyle, Thomas Lu, Edward Chow, Lianyi Chen, Jerry Ying Hsi Fuh, Wen Feng Lu, Bingbing Li

Subjects: “…future manufacturing…”
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Mesenchymal Stem Cell-Based Therapy of Inflammatory Lung Diseases: Current Understanding and Future Perspectives by C. Randall Harrell, Ruxana Sadikot, Jose Pascual, Crissy Fellabaum, Marina Gazdic Jankovic, Nemanja Jovicic, Valentin Djonov, Nebojsa Arsenijevic, Vladislav Volarevic

“…In this review article, we described molecular mechanisms involved in MSC-based therapy of acute and chronic pulmonary diseases and emphasized current knowledge and future perspectives related to the therapeutic application of MSCs in patients suffering from acute respiratory distress syndrome, pneumonia, asthma, chronic obstructive pulmonary diseases, and idiopathic pulmonary fibrosis.…”
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Navigating the future of agri-food supply chain: A conceptual framework using bibliometric review by Abdul Kafi, Nizamuddin bin Zainuddin, Mohd Fitri Mansor, Mohamed Najib Bin Salleh, Adam bin Mohd Saifudin, Nurhaizal Azam Arif, Syairah Aimi Shahron, Ravi Ramasamy, Ibrahim Hassan mohamud

“…Co-occurrence analysis was conducted to identify seven core research themes, namely: agri-food supply chain system; agri-food supply chain management; agri-food supply chain industry; agri-food supply chain risk factors; agri-food supply chain information; agri-food supply chain advancement; agri-food supply chain risk management; This study makes a significant contribution by constructing a comprehensive conceptual framework that logically organizes these thematic factors, aligning future research with emerging trends. Additionally, this research highlights the imperative of global collaboration across diverse regions and fields within AFSC to build more resilient supply chains capable of adapting to evolving conditions.…”
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Temporal-Spatial Characteristics and Future Changes of Temperature Extremes in Longtan Watershed Based on Multiple Indices by Chongxun Mo, Shiting Long, Yuli Ruan, Yanping Xie, Xingbi Lei, Shufeng Lai, Guikai Sun, Zhenxiang Xing

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Navigating the nano-world future: Harnessing cellulose nanocrystals from green sources for sustainable innovation by Felix Sahayaraj Arockiasamy, Bharathi Manoharan, Vivek Mariappan Santhi, K. Prakalathan, Diwahar Periasamy, Aravind Dhandapani, Varagunapandiyan Natarajan, Senthilkumar Krishnasamy, Senthil Muthu Kumar Thiagamani, R.A. Ilyas

“…In addition, the potential future directions and applications for CNCs were discussed. …”
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A Survey of Strategies to Modulate the Bone Morphogenetic Protein Signaling Pathway: Current and Future Perspectives by Jonathan W. Lowery, Brice Brookshire, Vicki Rosen

“…We briefly outline the current FDA-approved approaches, highlight emerging next-generation technologies, and postulate prospective avenues for future investigation. We also detail how activating other pathways may indirectly modulate BMP signaling, with a particular emphasis on the relationship between the BMP and Activin/TGF-β pathways.…”
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A Review of Ammonia Combustion and Emissions Characteristics in Spark-Ignition Engines and Future Road Map by Vikas Sharma, Angad Panesar, Guillaume de Sercey, Steven Begg

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Coordination, agenda-setting, and future planning: the role of Combined Authorities during the COVID-19 Pandemic  by Sean Kippin, Janice Morphet

“…Thirdly, they have acted within their regeneration and planning competences to strategise the economic and urban futures of their city-regions.…”
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Current Strategies and Future Directions of Wearable Biosensors for Measuring Stress Biochemical Markers for Neuropsychiatric Applications by Zach Sheffield, Priyanka Paul, Shraddha Krishnakumar, Dipanjan Pan

“…As such, this review is meant to inform the biosensing and neuropsychiatric communities of viable future directions and possible challenges for WBS technology for neuropsychiatric applications.…”
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Targeted therapy and immunotherapy for gastric cancer: rational strategies, novel advancements, challenges, and future perspectives by Dong Luo, Yunmei Liu, Zhengmao Lu, Lei Huang

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Prediction of Current and Future Distributions of Chalcophora detrita (Coleoptera: Buprestidae) Under Climate Change Scenarios by Arif Duyar, Muhammed Arif Demir, Mahmut Kabalak

“…ABSTRACT The consequences of climate change, accelerated by anthropogenic activities, have different effects on different ecosystems, and the severity of these effects is predicted to increase in the near future. The number of studies investigating how forest ecosystems respond to these changes is increasing. …”
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Twelfth and early thirteenth century polychromy at the northernmost edge of Europe: past analyses and future research by Kaja Kollandsrud, Unn Plahter

“…Conclusions reached about the characteristics of this period allow future research to be suggested. It is clear from the evidence gained that both the making and the perception of Catholic church art in medieval Norway was firmly rooted in an established culture consistent with Christian paradigms found in the rest of medieval Europe. …”
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A bibliometric analysis of reward-based crowdfunding related research: current trends and future prospect by Fatma Tatli Kalayci, Hasan Aydin Okuyan

“…Future Business Journal…”
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Future studies of the Crisis Increases surface Temperature and Reduces the Climatic Comfort of Citizens in Tehran Metropolis by Hamideh Afsharmanesh, zahra hejazizadeh, Bohloul Alijani

Subjects: “…future studies…”
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Theodore P. Lianos, 'Capitalism, degrowth and the steady state economy. Debating future economic models' by Anastasia Pseiridis

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Elisa Bordin and Anna Scacchi, eds., Transatlantic Memories of Slavery: Reimagining the Past, Changing the Future by Paola Boi

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Future risk of falls induced by ankle-foot sprains history: An observational and mendelian randomization study by Xiao'ao Xue, Weichu Tao, Qianru Li, Yi Li, Yiran Wang, Le Yu, Xicheng Gu, Tian Xia, Rong Lu, Ru Wang, He Wang, Yinghui Hua

“…Background: Ankle-foot sprains are the most common musculoskeletal injuries, which can impair balance and theoretically increase the risk of falls, but still, there is a lack of evidence supporting the direct association between ankle-foot sprains and the future risk of falls. Methods: UK Biobank cohort was utilized to measure the association between ankle-foot sprains and fall risk with covariates adjusted. …”
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The effect of soy isoflavones in brain development: the emerging role of multiple signaling pathways and future perspectives by Winda Ariyani, Noriyuki Koibuchi

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Weakened future surface warming in China due to national planned afforestation through biophysical feedback by Shuaifeng Song, Xiaodong Yan, Xuezhen Zhang, Zhibo Gao, Wenqiang Xie

“…However, the biophysical feedback of afforestation under future climate scenarios has not yet been assessed. …”
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