Advancements and Challenges in Video-Based Deception Detection: A Systematic Literature Review of Datasets, Modalities, and Methods by Yeni Dwi Rahayu, Chastine Fatichah, Anny Yuniarti, Yusti Probowati Rahayu

“…However, the field faces significant challenges related to dataset development, methodological approaches, and ethical considerations. This systematic literature review (SLR) aims to provide a comprehensive analysis of video-based deception detection research, with five distinct contributions: 1) an unprecedented analysis of 21 datasets, revealing critical gaps and opportunities in data resources; 2) a novel evaluation framework for assessing dataset quality and ecological validity; 3) a systematic comparison of multimodal integration approaches, identifying optimal strategies for combining visual, audio, and textual cues; 4) a critical examination of temporal modeling techniques for capturing the dynamic nature of deceptive behavior; and 5) a roadmap for addressing ethical challenges in deployment. …”
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The experiential learning model in productive subjects to enhance students’ industry-oriented skills: A systematic review by Marini Fania, Tuti Iriani, Muhammad Aghpin Ramadhan

“…This study explores the implementation of the experiential learning model in productive subjects at Vocational High Schools (SMK) to enhance students’ work-oriented competencies. Using a systematic literature review guided by the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) framework, this research synthesizes findings from 20 peer-reviewed journal articles published between 2019 and 2024. …”
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Vitamin K deficiency bleeding in children with cholestatic liver disease: a systematic review and meta-analysis by Anusak Sakwit, Pongpak Pongphitcha, Patcharee Komvilaisak, Masayuki Ochiai, Daijiro Takahashi, Shutaro Suga, Ampaiwan Chuansumrit, Marisol Betensky, Stephen P. Pereira, Amber Afzal, C. Heleen van Ommen, Neil Goldenberg, Sasivimol Rattanasiri, Nongnuch Sirachainan

“…We conducted a systematic review of articles focusing on studies of children aged <18 years with cholestatic liver disease who reported outcomes of either VKD or vitamin K deficiency bleeding (VKDB) after VK prophylaxis. …”
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Empowering Diabetes Management Through Blockchain and Edge Computing: A Systematic Review of Healthcare Innovations and Challenges by K. Tlemcani, K. Azbeg, E. Saoudi, L. Fetjah, O. Ouchetto, S. Jai Andaloussi

“…In the evolving landscape of health information management, the application of blockchain and edge computing technologies to chronic disease management remains underexplored, despite the urgent need for scalable, secure, and real-time solutions. This systematic review examines the integration of these technologies in healthcare, with a specific focus on diabetes management. …”
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Risk factors for persistent hypertension in primary aldosteronism after surgery: a systematic review and meta-analysis by Feng Li, Chao Wan

“…Notably, the duration of hypertension emerged as a pivotal predictor, suggesting a correlation between longer preoperative hypertension durations and heightened postoperative hypertension likelihood. …”
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Digital Transformation in Zambia’s Banking Sector: A Systematic Review of Innovation, Customer Experience, and Strategic Challenges by Eugene Mukuka, Abubaker Qutieshat

“… This study provides a comprehensive systematic review of the impact of digital transformation on Zambia’s banking sector, examining its influence on innovation, customer experience, and operational efficiency, while also identifying strategic challenges. …”
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Capturing Mental Workload Through Physiological Sensors in Human–Robot Collaboration: A Systematic Literature Review by Eduarda Pereira, Luis Sigcha, Emanuel Silva, Adriana Sampaio, Nuno Costa, Nélson Costa

“…This shift emphasizes the need to critically integrate human factors into these interactions, as the effectiveness and safety of these systems are highly dependent on how workers cooperate with and understand robots. A significant challenge in this domain is the lack of a consensus on the most efficient way to operationalize and assess mental workload, which is crucial for optimizing HRC. …”
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Gastric-tube versus whole-stomach esophagectomy for esophageal cancer: A systematic review and meta-analysis. by Wenxiong Zhang, Dongliang Yu, Jinhua Peng, Jianjun Xu, Yiping Wei

“…<h4>Objectives</h4>To conduct a systematic review and meta-analysis of studies comparing the gastric-tube vs. whole-stomach for esophageal cancer in order to determine the optimal surgical technique of esophagectomy.…”
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Safety profiles of the new target therapies—pemigatinib, futibatinib, and ivosidenib—for the treatment of cholangiocarcinoma: a systematic review by Giulia Matranga, Anna Carollo, Miriam Alaimo, Sofia Cutaia, Sergio Rizzo, Alessio Provenzani

“…Data sources and methods: A systematic literature search was performed with a cutoff date of July 24, 2023, in MEDLINE, Embase, and the Cochrane Library. …”
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Effects of glucocorticoid withdrawal on relapse risk in systemic lupus erythematosus: A systematic review and meta-analysis by Sicheng Huang, Yimeng Jia, Yuelun Zhang, Hongda Chen, Chuiwen Deng, Yunyun Fei

“…Summary: Whether discontinuing glucocorticoids (GCs) increases relapse risk in systemic lupus erythematosus (SLE) remains a critical consideration. A systematic review and meta-analysis of 10 randomized clinical trials (RCTs) and observational cohort studies was conducted to evaluate relapse outcomes after GC withdrawal versus maintenance. …”
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A Systematic Literature Review on Large Language Models Applications in Computer Programming Teaching Evaluation Process by Andre Fabiano Pereira, Rafael Ferreira Mello

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Successful Educational Actions for Sustainable Development: A Systematic Review of Training for Employability Development of Vulnerable Groups by Carolina Grau-del-Valle, Lucía Inmaculada Llinares-Insa, Laura García-Raga, Esther Roca-Campos

“…Therefore, this study presents a systematic review that explores how SEAs contribute to the development of transversal competences that improve the employability of people in vulnerable situations, impacting on three dimensions: individual characteristics, personal circumstances, and contextual factors. …”
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Navigating the intersection of mental health and kidney health: a systematic review of antidepressant safety in renal impairment by Hooria Sarwar, Muhammad Zeshan, Najeeb Hussain, Esha Mogali, Rehan Durrani, Iana Malasevskaia

“…Understanding how renal impairment affects antidepressant pharmacokinetics and clinical outcomes is essential for optimizing treatment strategies. This systematic review adhered to PRISMA 2020 guidelines, conducting a comprehensive literature search across multiple databases, including PubMed, ScienceDirect, ClinicalTrial.gov, and Medline. …”
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Impact of ‘tutorial classes’ on learning outcomes, among medical students: a systematic review and meta-analysis by Venkata V.G. Raju S., Srinivas Chebrolu, Rajesh Potti, Sivakumar DCU

“…This meta-analysis aims to synthesize the existing literature on the role of tutorial classes in learning outcomes among medical students. Patients and methods A systematic search of electronic databases was conducted to identify relevant studies published up to September 2021. …”
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Effects of three types of resistance training on knee osteoarthritis: A systematic review and network meta-analysis. by Yutao Jiang, Yajun Tan, Liang Cheng, Jintao Wang

“…<h4>Objective</h4>This network meta-analysis (NMA) aimed to compare the effects of different types of RT, namely, isometric muscle strengthening (IMMS), isokinetic muscle strengthening (IKMS) and isotonic muscle strengthening (ITMS), on pain, function and quadriceps muscle strength of patients with KOA.<h4>Methods</h4>A systematic search was conducted up to September 2023 on databases, including PubMed, Cochrane Library, EMbase, Web of Science and China National Knowledge Infrastructure. …”
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Effect of prophylactic low level laser therapy on oral mucositis: a systematic review and meta-analysis. by Sapna Oberoi, Gabriele Zamperlini-Netto, Joseph Beyene, Nathaniel S Treister, Lillian Sung

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Probiotic bacteria vs. yeast for gastrointestinal diseases treatment: Protocol for a systematic review and meta-analysis. by Wardah Alsalemi, Zamri Chik, Mohammed Abdullah Alshawsh

“…Probiotics have received considerable attention for their role in gastrointestinal diseases. However, there is a need to synthesise existing evidence to determine the optimal probiotic approach for managing complications of GIT disorders. …”
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Road Intersection Coordination Scheme for Mixed Traffic (Human-Driven and Driverless Vehicles): A Systematic Review by Ekene F. Ozioko, Julian Kunkel, Fredric Stahl

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Safety and Efficacy of Reduced Dose of Enzalutamide in Patients with Castration-Resistant Prostate Cancer: A Systematic Review by Zineddine Belabaci, Lucas Mose, Omar El-Taji, Zina Otmani, Zein Alabdin Hannouneh, Issa Mohamad, Thomas Zilli, Osama Mohamad, Nadeem Pervez, Waleed Arafat, Ursula Vogl, Mohamed Shelan

“…Seven studies were retrospective cohorts, two were prospective trials, and one was a prospective cohort. No consistent relationship was identified between OS and PFS and the Enzalutamide dosage. …”
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Perioperative exercise intervention in patients with lung cancer: A systematic literature review of randomized controlled trials by Chun-Hou Huang, Tai-Chu Peng, Yi-Tso Cheng, Yen-Ta Huang, Bee-Song Chang

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