Artificial Intelligence and Finance: A bibliometric review on the Trends, Influences, and Research Directions [version 1; peer review: 2 approved] by Pankaj Kumar Tyagi, Biswajit Ghose, Prasenjit Roy, Asokan Vasudevan, Premendra Kumar Singh

“…This research offers a foundation for future studies and practical applications by addressing key gaps and promoting interdisciplinary and ethical approaches in a rapidly evolving field.…”
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Unveiling the CO2 adsorption capabilities of carbon nanostructures from biomass waste: An extensive review by Arun Kumar Senthilkumar, Mohanraj Kumar, Mohammed Abdul Kader, Mohd. Shkir, Jih-Hsing Chang

“…Furthermore, this article offers a thorough review of carbon nanotube (CNT), graphene, and other diverse carbon structures obtained from different biomass sources, and also their potential future study areas are discussed. Even yet, there are still problems with optimizing desorption efficiency and raising yield levels. …”
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Deep learning in microbiome analysis: a comprehensive review of neural network models by Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, Jaak Truu, Enrique Carrillo De Santa Pau, Mikhail Kolev, Mikhail Kolev, Irina Naskinova, Aleksandra Gruca, Alexia Sampri, Alexia Sampri, Marcus Frohme, Alina Nechyporenko, Alina Nechyporenko

“…This review provides an overview of different deep learning models in microbiome research, discussing their strengths, practical uses, and implications for future studies. We examine how these models are being applied to solve key problems and highlight potential pathways to overcome current limitations, emphasizing the transformative impact DL could have on the field moving forward.…”
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A Joint Technology Combining the Advantages of Capillary Microsampling with Mass Spectrometry Applied to the Trans-Resveratrol Pharmacokinetic Study in Mice by Ying Xu, Song-xia Zhang, Jing Guo, Li-jie Chen, Yu-ligh Liou, Tai Rao, Jing-bo Peng, Ying Guo, Wei-hua Huang, Zhi-rong Tan, Dong-sheng Ou-yang, Hong-hao Zhou, Wei Zhang, Yao Chen

“…It has overcome some of the major limitations revealed in previous pharmacokinetic studies in mice and therefore provides a more effective option for future studies.…”
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Intratympanic administration of dexamethasone attenuates radiation induced damage to middle ear mucosa by Hyuk Chan Kwon, Sup Kim, Sheng Jin, Sun-Ae Shin, Jeong Han Lee, Min Jung Park, Soo Jeong Kim, Yong-Ho Park

“…Our collective results potentially support the use of DEX to reduce radiation-induced damage in the middle ear and may contribute to the development of future studies.…”
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Comparison of ox-LDL Levels in Diabetic Patients with Normo-, Micro-, and Macroalbuminuria with Their First Degree Relatives and the Healthy Control Group by Parisa Behzadi, Firouzeh Torabi, Massoud Amini, Ashraf Aminorroaya

“…Larger sample size is needed to confirm this conclusion in future studies.…”
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The Relationship between Training and Mental Health among Caregivers of Individuals with Polytrauma by Lillian Flores Stevens, Treven C. Pickett, Kathryn P. Wilder Schaaf, Brent C. Taylor, Amy Gravely, Courtney Harold Van Houtven, Greta Friedemann-Sánchez, Joan M. Griffin

“…Potential hypotheses for testing in future studies raised by these findings are discussed.…”
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High Dose Ilaprazole/Amoxicillin as First-Line Regimen for Helicobacter pylori Infection in Korea by WonGun Kwack, YunJeong Lim, ChiYeon Lim, David Y. Graham

“…A high dose of ilaprazole + amoxicillin was ineffective as the first-line therapy for eradicating H. pylori in Korea. Future studies should focus on intragastric pH measurements and assess amoxicillin resistance.…”
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Ion irradiation introduced high-density core-shell structured nanoprecipitates in FeCrNi by Yizhou Qian, Xiaolei Ma, Kangkang Wen, Siyu Chen, Yiheng Chen, Yugang Wang, Tongde Shen, Gang Sha, Chenxu Wang

“…These findings represent ion irradiation as an effective technique for fabricating novel nanostructures and hold potential for further improvements in mechanical properties, particularly in the strength, of FeCrNi alloys. Future studies will focus on evaluating the impact of varying irradiation parameters and carbon content on the structural and mechanical characteristics of these alloys.…”
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Periodontal Disease and Obstructive Sleep Apnea: Shared Mechanisms, Clinical Implications, and Future Research Directions by Serena Incerti Parenti, Claudio Cesari, Veronica Della Godenza, Matteo Zanarini, Francesca Zangari, Giulio Alessandri Bonetti

“…This review highlights the essential role of systematic reviews (SRs) in synthesizing current evidence, identifying research gaps, and guiding future studies. To maximize their impact, SRs should adhere to rigorous methodological quality standards, improve transparency in data reporting, and address the heterogeneity of included studies. …”
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Uroprotective and Hepatoprotective Potential of Anagallis arvensis against the Experimental Animal Model by Ushna Shabbir, Irfan Anjum, Muhammad Naveed Mushtaq, Muhammad Nasir Hayat Malik, Sana Ismail, Joham Javed, Saeeda Noreen, Ayesha Pervaiz, Anika Tariq, Misbah Wazir, Zeenat Islam, Muhammad Majid, Sehrish Mansha, Zaka Ur Rehman

“…Isolation and identification of phytochemicals present in the methanol extract of A. arvensis and evaluation of their exact mechanism of action become mandatory in future studies.…”
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Are Anxiety Disorders Associated with Accelerated Aging? A Focus on Neuroprogression by Giampaolo Perna, Giuseppe Iannone, Alessandra Alciati, Daniela Caldirola

“…Potential mechanisms of this association, limitations of the current research, and implications for treatments and future studies are discussed.…”
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Exploring Mitochondrial Evolutionary Pathways: Insights into the Origin of the Endemic Ohrid Trout by Anila Hoda, Chiara Locci, Ilenia Azzena, Noemi Pascale, Ilaria Deplano, Roland Kristo, Arian Demiri, Fabio Scarpa, Marco Casu, Daria Sanna

“…Additionally, our findings suggest that the modern <i>Salmo letnica</i> population likely originated in Lake Ohrid from <i>Salmo farioides</i> founders through evolutionary differentiation, potentially driven by environmental changes. Future studies incorporating a larger number of samples from both <i>Salmo letnica</i> and <i>Salmo farioides</i> are essential to fully understand the evolutionary and ecological dynamics of <i>Salmo letnica</i> morphotypes.…”
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Cytochrome P450 Metabolism of Betel Quid-Derived Compounds: Implications for the Development of Prevention Strategies for Oral and Pharyngeal Cancers by Che-Yi Lin, Tien-Szu Pan, Chun-Chan Ting, Shih-Shin Liang, Shu-Hung Huang, Hsiu-Yueh Liu, Edward Cheng-Chuan Ko, Chung-Wei Wu, Jen-Yang Tang, Ping-Ho Chen

“…Our discussion of CYP polymorphisms provides insight into the importance of screening tests in OPMDs patients for the prevention of oral and pharyngeal cancers. Future studies will establish a strong foundation for the development of chemoprevention strategies, polymorphism-based clinical diagnostic tools (e.g., specific single-nucleotide polymorphism (SNP) “barcodes”), and effective treatments for BQ-related oral disorders.…”
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Detection of Insulin in Insulin-Deficient Islets of Patients with Type 1 Diabetes by Yuliya Krivova, Alexandra Proshchina, Dmitry Otlyga, Anastasia Kharlamova, Sergey Saveliev

“…These results suggest that islet α-cells may contain insulin and/or other insulin-like proteins (proinsulin, C-peptide). Future studies are needed to evaluate the role of α-cells in insulin secretion and diabetes pathogenesis.…”
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Understanding the role of sex on outcomes for the cancer patient undergoing treatment with immune checkpoint inhibitors: a scoping review protocol by Grace Lu-Yao, Jennifer M Johnson, Amy L Shaver, Nikita Nikita, Swapnil Sharma, Daniel S Lefler, Atrayee Basu-Mallick, Meghan L Butryn

“…The results will be used to inform future studies on the potential differential impacts of ICIs. …”
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Smartphone Delivery of Mobile HIV Risk Reduction Education by Karran A. Phillips, David H. Epstein, Mustapha Mezghanni, Massoud Vahabzadeh, David Reamer, Daniel Agage, Kenzie L. Preston

“…We concluded that video-based mHIVRR education delivered via smartphone is acceptable, feasible and may increase HIV/STD risk reduction knowledge. Future studies, with pre-intervention assessments of knowledge and random assignment, are needed to confirm these findings.…”
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New anchovy burgers: a sustainable and nutritious alternative to red meat in fast food by Giovanni Luca Russo, Antonio L. Langellotti, Rossella Di Monaco, Gabriele Buonocunto, Francesca Colonna, Nunzio Velleca, Anna Ilaria Di Paola, Lucia Avella, Silvana Cavella, Paolo Masi

“…The findings lay a foundation for future studies to further explore the interplay of sensory attributes and consumer preferences, potentially guiding the development of innovative and sustainable fast-food products. …”
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Changes of Metabolomic Profile in Helianthus annuus under Exposure to Chromium(VI) Studied by capHPLC-ESI-QTOF-MS and MS/MS by Alan Alexander Gonzalez Ibarra, Kazimierz Wrobel, Eunice Yanez Barrientos, Alma Rosa Corrales Escobosa, J. Felix Gutierrez Corona, Israel Enciso Donis, Katarzyna Wrobel

“…To gain further insight on the effect of Cr(VI) in sunflower, isocoumarins and sesquiterpenes were selected as the target compounds for future study.…”
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Systematic analysis of the pharmacogenomics landscape towards clinical implementation of precision therapeutics in Greece by George P. Patrinos, Kariofyllis Karamperis, Margarita-Ioanna Koufaki, Maria Skokou, Zoe Kordou, Eirini Sparaki, Margarita Skaraki, Christina Mitropoulou

“…This study would not only provide the foundations for expediting the adoption of PGx in clinical reality in Greece but can also serve as a paradigm for replicating future studies in other European countries, to expand on previously available pilot studies.…”
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