MMLT: Efficient object tracking through machine learning-based meta-learning by Bibek Das, Asfak Ali, Suvojit Acharjee, Jaroslav Frnda, Sheli Sinha Chaudhuri

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TRANS: a prediction model for EGFR mutation status in NSCLC based on radiomics and clinical features by Zhigang Chen, Huiying Lu, Ao Liu, Jia Weng, Lei Gan, Lina Zhou, Xiao Ding, Shicheng Li

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Depression symptoms in perimenopausal women with somatic pain: nomogram construction based on a logistic regression model by Feng Gao, Feng Gao, Shinian Zhang, Shinian Zhang, Zenan Sun, Weijian Wang, Weijian Wang

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Diagnostic accuracy of isolated-check visual evoked potentials for glaucoma: a systematic review and meta-analysis by Yongran Li, Yanling Lu, Tulong Lin

“…Eligible studies underwent methodological quality was appraised using the QUADAS-2 tool and Review Manager 5.3. Meta-analysis was conducted using Meta-Disc 1.4 and Stata 13.0 based on the hierarchical summary receiver operating characteristic (HSROC) model to derive pooled sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC). …”
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Standardized Evaluation of Counter-Drone Systems: Methods, Technologies, and Performance Metrics by Geert De Cubber, Daniela Doroftei, Paraskevi Petsioti, Alexios Koniaris, Konrad Brewczyński, Marek Życzkowski, Razvan Roman, Silviu Sima, Ali Mohamoud, Johan van de Pol, Ivan Maza, Anibal Ollero, Christopher Church, Cristina Popa

“…For each of these scenarios, operational needs and functional performance requirements are provided. …”
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Impact of a pharmacist driven antimicrobial stewardship program on inpatient antibiotic consumption in a Chinese Tertiary Hospital: a 5-year retrospective study by Can Qian, Ting Yuan, Fuyong Zhang, Shiyuan Gou, Chunmei Jiang, Xuebing Chen, Ya Huang, Xiaolin Zhao, You Du, Chenglong Li, Yangyun Han, Huaiyu Su

“…The detection rates of Methicillin-Resistant Staphylococcus aureus and Extended-spectrum β-lactamase-producing Escherichia coli did not show a significant decrease.ConclusionThe Pharmacist-Driven Antimicrobial Stewardship program effectively leveraged the managerial roles and professional skills of pharmacists in rational drug use management, resulting in a significant reduction in hospital antibiotic consumption. …”
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The de Winter's sign as an ECG equivalent to STEMI by Vukićević Verica, Ilić Andrijana, Mirković Olja, Janković Tamara

“…Objective: This paper's objective is to present a very rare case of early recognition and management of De Winter's ECG pattern in the pre-hospital setting. …”
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Association Between Risk Factors and Major Cancers: Explainable Machine Learning Approach by Xiayuan Huang, Shushun Ren, Xinyue Mao, Sirui Chen, Elle Chen, Yuqi He, Yun Jiang

“…Our goal was to facilitate more precise screening, early detection, and personalized prevention strategies, ultimately contributing to better patient outcomes and promoting health equity. …”
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Influence of Steel Oxidation on the Behavior of the Wheel–Rail Electrical Contact in Dynamic Conditions by Luna Haydar, Florent Loete, Frédéric Houzé, Karim Slimani, Fabien Guiche, Philippe Testé

“…The quality of the electrical contacts between the rails and the wheels obviously plays a decisive role in the correct operation of this detection principle. The occurrence of high wheel–rail contact resistances can lead to malfunctions, known as ‘deshunting’, in which the system is unable for a certain period of time to conclude whether a train is present or absent on a section of track. …”
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Optimal cut-off points for waist circumference in the definition of metabolic syndrome: a cross-sectional study in rural Bangladesh by A K Azad Khan, Shamim Khan, Hajera Mahtab, Tasnima Siddiquee, Bishwajit Bhowmik, Sanjida Binte Munir, Hafiza Nasrin, Nayla Cristina Do Vale Moreira, Sharif Mahmood, Tanjimul Islam, Fahmida Mahmud, Iasmin Haque

“…Non-linear analysis indicated a significant increase in MetS risk beyond these thresholds, with a steeper risk gradient observed in men.Conclusions This study establishes WC cut-off points of 90 cm for men and 80 cm for women as optimal for diagnosing MetS in Bangladeshi adults, underscoring the necessity of population-specific diagnostic criteria to improve early detection and management.…”
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Machine‐Learning Based Multi‐Layer Soil Moisture Forecasts—An Application Case Study of the Montana 2017 Flash Drought by J. Du, J. S. Kimball, K. Jencso, Z. Hoylman, C. Brust, D. Ketchum, Y. Xu, H. Lu, J. Sheffield

“…The machine‐learning model was subsequently applied to the entire Montana region, and the SM deficit forecasts with both 1‐ and 2‐week lead times successfully depicted onset, progression, and termination phases of the 2017 Montana flash drought, which was not effectively identified from prevailing operational systems. The resulting system is capable of delineating local scale SM heterogeneity, and could be extended to predict other critical water cycle variables, potentially enhancing future drought forecasts through multivariate assessments and benefiting water resource management, agricultural practices, and the provision of ecosystem services.…”
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Vibration Signal Analysis for Intelligent Rotating Machinery Diagnosis and Prognosis: A Comprehensive Systematic Literature Review by Ikram Bagri, Karim Tahiry, Aziz Hraiba, Achraf Touil, Ahmed Mousrij

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Concealed cause, critical consequences: Internal hernias and small bowel obstruction by Priyanka Mittra, Nimisha CR, Ravindran Chirukandath, Sumin V Sulaiman, Anagha PR, Anagha Sukumaran, Dona Maria

“…Prompt surgical intervention and early detection remains the sole viable treatment modality for this pathology. …”
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Application progress of BLUE and modified protocols in diagnosing and monitoring pulmonary lesions in EICU patients by XU Pengyu, CHI Cheng, ZHANG Xiaoxia

“…However, the application of LUS still faces challenges related to operator skills and has certain limitations, including dependence on operator experience, limited depth of lung detection, and poor image quality in obese or post-thoracic surgery patients. …”
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Uterine Rupture during Pregnancy: Can Laparoscopy be Performed Safely and Effectively? by Mustafa Gazi Uçar, Abdül Hamid Güler, Tolgay Tuyan İlhan, Feyza Nur Çintesun, Çetin Çelik, Mehmet Kulhan

“…Background: The main purpose of this study was to investigate the feasibility and safety of performing a laparoscopic intervention for the conservative management of uterine rupture (UR) during pregnancy. …”
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THE EFFECT OF THE OCCLUSAL DISCREPANCIES FROM THE ECCENTRIC MOVEMENTS OF THE MANDIBLE ON THE PERIODONTAL AND HARD TOOTH STRUCTURE by Ana Ispas, Laura Iosif, Ana Maria Cristina Ţâncu, Manuela Manziuc, Georgiana Florentina Gheorghe, Dana Cristina Bodnar

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Automatic Identification of High-Quality Channels in Distributed Acoustic Sensing Through Implementation of a Channel Quality Index by Tatiana Rodriguez, Aleix Segui, Arantza Ugalde, Melania Cubas Armas, Hugo Latorre, Sergi Ventosa, Tony Monfret

“…Using fiber-optic cables, distributed acoustic sensing (DAS) has emerged as a powerful technology for seismic monitoring, particularly in oceanic regions, but the massive amount of data generated presents challenges for its integration into operational seismic networks. However, since the quality of DAS recordings varies along the fiber due to physical and environmental factors, not all data collected from fiber-optic cables contribute meaningfully to earthquake detection and characterization. …”
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Development of a Disease Model for Predicting Postoperative Delirium Using Combined Blood Biomarkers by Hengjun Wan, Huaju Tian, Cheng Wu, Yue Zhao, Daiying Zhang, Yujie Zheng, Yuan Li, Xiaoxia Duan

“…This model facilitates personalized perioperative management and reduces the occurrence of postoperative delirium. …”
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RivAIr: A custom-designed UAV-based sensor for real-time water area segmentation and surface velocity estimation by Marco La Salandra, Rosa Colacicco, Simone Panza, Giovanni Fumai, Pierfrancesco Dellino, Domenico Capolongo

“…Notably, RivAIr completed end-to-end processing in approximately 40 s, demonstrating operational feasibility across altitudes and distances up to 800 m from the ground unit. …”
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Efficacy of using a digital health intervention model using community health workers for primary health services in Bangladesh: a repeated cross-sectional observational study by Marzia Zaman, Rubaiyat Alim Hridhee, Refat Ahmed Bhuiyan, Charles Aunkan Gomes, Md. Mashiar Rahman, Sheikh Mohammed Shariful Islam, Farhana Sarker, Khondaker A. Mamun

“…Integration of AI-driven decision support with CHW-led health education and screenings can improve early detection, intervention and management of non-communicable diseases (NCDs). …”
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