Research progress of DNA methylation in the screening of cervical cancer and precancerous lesions by Yunge Wang, Xueping Ma, Tao Zhang, Lingfei Wang, Yunlong Liu, Guohua Zhou, Haiping Wu

“…The World Health Organization second edition guideline includes DNA methylation testing as a new method to be evaluated. …”
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Improving Accuracy of Malaria Diagnosis in Underserved Rural and Remote Endemic Areas of Sub-Saharan Africa: A Call to Develop Multiplexing Rapid Diagnostic Tests by Rasheed O. Makanjuola, Andrew W. Taylor-Robinson

“…This is especially relevant to low-income countries in tropical and subtropical regions of the world where high rates of malaria-related morbidity and mortality are recorded. …”
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Bringing Intelligence to SAR Missions: A Comprehensive Dataset and Evaluation of YOLO for Human Detection in TIR Images by Mostafa Rizk, Israa Bayad

“…Effective search and rescue (SAR) missions are critical for locating and assisting injured or missing individuals while optimizing resource allocation and minimizing costs. …”
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Evaluation of the Acute Flaccid Paralysis Virological Surveillance System in Polio-Free Morocco, 2010–2018 by Sanae Lemrabet, Maria El Qazoui, Lalla Meryem Idrissi Azzouzi, Ahmed Rguig, Malika Elhamdaoui, Abdelkarim Filali-Maltouf, Leila Medraoui, Hicham Oumzil

“…The laboratory can adopt alternative techniques, independent of cell culture, to ensure that imported cases of poliovirus are not missed, especially in this era of eradication.…”
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GPS TRAJECTORY CLUSTERING FOR SPATIO – TEMPORAL BEHAVIOR ANALYSIS: THE APPLICATION OF HEATMAP TECHNIQUES AND SPATIO- TEMPORAL DUAL GRAPH NEURAL NETWORK by Mais Muhanad, Wadhah R.Baiee

“…The suggested method has been shown to identify relevant clusters effectively and reveal noteworthy spatio-temporal characteristics through experimental analysis on real-world GPS datasets. The research utilizes a dataset comprising 182 users for analysis. …”
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Improving the Generalizability and Robustness of Large-Scale Traffic Signal Control by Tianyu Shi, Francois-Xavier Devailly, Denis Larocque, Laurent Charlin

“…For traffic signal control problems, an ensemble of standard RL and DisRL yields superior performance across different scenarios, including different levels of missing sensor data and traffic flow patterns. Furthermore, the learning scheme of the resulting model can improve zero-shot transferability to different road network structures, including both synthetic networks and real-world networks (e.g., Luxembourg, Manhattan). …”
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“No data, no problem”? Potential inequities in psychosis among immigrants in the United States by Supriya Misra, Isha Weerasinghe, Lawrence H. Yang, Bizu Gelaye, Margarita Alegría

“…However, despite having the world's largest immigrant population, the United States (U.S.) has limited research on this phenomenon. …”
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Prospective evaluation of artificial intelligence (AI) applications for use in cancer pathways following diagnosis: a systematic review by Ajay Aggarwal, Richard Sullivan, Andrew Hope, Peng Yun Ng, Sheba Macheka

“…Furthermore, implementational analysis and equity considerations of AI were largely missing.To overcome the triad of low-level clinical evidence, efficacy-outcome gap and incompatible research ecosystem for AI, future work should focus on multicollaborative AI implementation research designed and conducted in accordance with up-to-date research standards and local health systems.…”
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Design of an integrated model with temporal graph attention and transformer-augmented RNNs for enhanced anomaly detection by Sai Babu Veesam, Aravapalli Rama Satish, Sreenivasulu Tupakula, Yuvaraju Chinnam, Krishna Prakash, Shonak Bansal, Mohammad Rashed Iqbal Faruque

“…Further, the generalization capability of the framework to unseen anomalies, up to a gain of + 20% on novel event detection, represents a major advancement for real-world surveillance systems.…”
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Highlights of 2023-Print Issue by Patient Safety Authority

“…We welcome manuscripts from all over the world. If your work can help advance patient safety, please [submit it to us for consideration](https://patientsafetyj.com/for-authors), and kindly share our journal with friends, family, colleagues, and caregivers. …”
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Quality of life in people living with HIV-associated neurocognitive disorder: A scoping review study. by Kate Alford, Stephanie Daley, Sube Banerjee, Jaime H Vera

“…Research is needed to understand the broad experiential impacts of living with these two complex, chronic conditions, to ensure interventions are meaningful to patients and potential benefits are not missed.…”
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On three cultivated subspecies of pea (Pisum sativum L.) by O. E. Kosterin

“…The subspecies P. sativum subsp. asiaticum practically misses diagnostic characters which are limited to small flowers with presence of some flavonoid pigmentation in the corolla. …”
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Research on the Operational Parameters and Performance of Key Components of an Industrial Hemp Harvester and Drier by Chao Feng, Changxi Liu, Bosheng Wang, Hang Shi, Hao Sun, Yufei Li, Jun Hu

“…Industrial hemp has significant utilization value, and China is the largest producer of industrial hemp in the world, primarily growing hemp for fiber. Heilongjiang Province is the largest area of hemp fiber cultivation in China. …”
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Low-frequency spectral graph convolution networks with one-hop connections information for personalized tag recommendation by Zhengshun Fei, Haotian Zhou, Jinglong Wang, Gui Chen, Xinjian Xiang

“…However, in sparse observable graph structures, a significant number of connections are missing, leading to incomplete and biased propagation. …”
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A Novel AI-Based Integrated Cybersecurity Risk Assessment Framework and Resilience of National Critical Infrastructure by Sardar Muhammad Ali, Abdul Razzaque, Muhammad Yousaf, Sardar Sadaqat Ali

“…The modern digital world is experiencing growing security risks, with cyber threats happening more often and becoming more complicated. …”
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The Labial Adhesion in Postmenopausal Women: A Systematic Review by Nastaran Mahmoudnejad, Mohammad Hamidi Madani, Roozbeh Roohinezhad

“…The inclusion criteria were the risk factors of LA recurrence rate, and the exclusion criteria were studies with missing required data, letters to editors, and conference studies.Results: Thirty-four case reports were enrolled. …”
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High rate of false positive malaria rapid diagnostic tests in a district hospital in Uganda by Susanne E. Mortazavi, Susanne E. Mortazavi, Allan Lugaajju, Anna-Clara Ivarsson, Sara Karlsson Söbirk, Sara Karlsson Söbirk, Hans Norrgren, Hans Norrgren, Kristina E. M. Persson, Kristina E. M. Persson

“…Overall, 66% (149/225) of RDT-positive cases were confirmed as true positives.ConclusionsThis study identified a high rate of false positives with the tested RDT, risking inappropriate treatment and missed diagnoses of other illnesses. It is essential that healthcare facilities use RDTs validated and recommended by the World Health Organization (WHO) to ensure high specificity and accuracy, particularly in resource-limited settings where alternative diagnostic methods may not be available.…”
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Medieval Overexploitation of Peat Triggered Large-Scale Drowning and Permanent Land Loss in Coastal North Frisia (Wadden Sea Region, Germany) by Hanna Hadler, Antonia Reiß, Timo Willershäuser, Dennis Wilken, Ruth Blankenfeldt, Bente Majchczack, Stefanie Klooß, Ulf Ickerodt, Andreas Vött

“…Results reveal that fens and bogs dominated from c. 800 BC to 1000 AD but are mostly missing in the stratigraphy. Instead, we found 12th to 14th cent. …”
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Informing the development of diagnostic criteria for differential diagnosis of alcohol-related cognitive impairment (ARCI) among heavy drinkers: A systematic scoping review. by Lisa Jones, Lynn Owens, Andrew Thompson, Ian Gilmore, Paul Richardson

“…The lack of evidence is an important barrier to the development of clear guidelines for diagnosing ARCI, which would ultimately improve the real-world management and treatment of patients with ARCI.…”
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Enhancing Telemarketing Success Using Ensemble-Based Online Machine Learning by Shahriar Kaisar, Md Mamunur Rashid, Abdullahi Chowdhury, Sakib Shahriar Shafin, Joarder Kamruzzaman, Abebe Diro

“…Extensive experiments with real-world data show that the proposed approach achieves excellent results in all cases (e.g., 98.6% accuracy in classifying customers) and outperforms recent competing models in the literature by a considerable margin of 3% on a widely used dataset.…”
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