Supervised machine learning statistical models for visual outcome prediction in macular hole surgery: a single-surgeon, standardized surgery study by Kanika Godani, Vishma Prabhu, Priyanka Gandhi, Ayushi Choudhary, Shubham Darade, Rupal Kathare, Prathiba Hande, Ramesh Venkatesh

“…Conclusion The RF regression model demonstrated superior predictive accuracy for forecasting postoperative VA, suggesting ML-driven approaches may improve surgical planning and patient counselling by providing reliable insights into expected visual outcomes based on pre-operative OCT features. …”
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Real-Life Diagnostic Accuracy of MRI in Prenatal Diagnosis by Manuel Recio Rodríguez, Cristina Andreu-Vázquez, Israel J. Thuissard-Vasallo, Raquel Cano Alonso, Carmina Bermejo López, Ines Tamarit Degenhardt, Pilar Martínez Ten

“…Fetal MRI provided useful information for the perinatal management and prognosis over fetal ultrasound when findings of the fetal MRI changed the postnatal prognosis, leaded to the decision to legally terminate the pregnancy, changed prenatal or postnatal follow-up, or helped in the planning of prenatal or postnatal treatment. Fetal MRI offered an accurate diagnosis in 97% of cases (compared to 90.4% of fetal ultrasound; p<0.001). …”
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The Consequences of Mining Damage and their Impact on the Natural Environment – a Case Study of Trzebinia by Krzysztof Cygańczuk, Jacek Roguski

“…Reclamation of post-mining areas is a very difficult task because there is no universal method of planning reclamation. Many forms of environmental degradation have been observed during mining activities. …”
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Tracheostomies for respiratory failure are associated with a high inpatient mortality: a potential trigger to reconsider goals of care by Mackenzie Cook, Cameron Colbert, Aaron D Streblow, Scott P Sherry, Konrad Dobbertin

“…The high risk of death due to underlying illness and high intensity care after their hospitalization emphasize the need for clear advanced care planning discussions around the time of tracheostomy placement.Level of Evidence Level IV, Retrospective cohort study.…”
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The reliability of talonavicular uncoverage to indicate forefoot abduction in progressive collapsing foot deformity: a finite element analysis by Yulin Wei, Hua Liu, Can Xu

“…Enhanced indicators will facilitate better surgical planning in PCFD corrective procedures. Clinical relevance Accurate assessment of flatfoot deformities is crucial for developing effective treatments. …”
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Factors Related to Oral Health-Related Quality of Life of Independent Brazilian Elderly by Karla Giovana Bavaresco Ulinski, Mariele Andrade do Nascimento, Arinilson Moreira Chaves Lima, Ana Raquel Benetti, Regina Célia Poli-Frederico, Karen Barros Parron Fernandes, Marina Lourdes Calvo Fracasso, Sandra Mara Maciel

“…Health authorities must address all these factors when planning interventions on oral health for this population.…”
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Harnessing Multi-Source Data and Deep Learning for High-Resolution Land Surface Temperature Gap-Filling Supporting Climate Change Adaptation Activities by Katja Kustura, David Conti, Matthias Sammer, Michael Riffler

“…The model’s performance demonstrates the potential for integrating LST into urban planning, climate resilience strategies, and near-real-time heat stress monitoring, providing a valuable resource to assess and visualize the impact of urban development and land use and land cover changes.…”
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Development of a Mobile Application Platform for Self-Management of Obesity Using Artificial Intelligence Techniques by Sylvester M. Sefa-Yeboah, Kwabena Osei Annor, Valencia J. Koomson, Firibu K. Saalia, Matilda Steiner-Asiedu, Godfrey A. Mills

“…Although knowledge of the calorie content is useful for meal planning, it is not sufficient as other factors, including health status (diabetes, hypertension, etc.) and level of physical activity, are essential in the decision process for obesity management. …”
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Variation Characteristics of the Main Hydrochemical Indexes in Typical Subterranean Rivers in the South China Karst Region Based on Curve Fitting by Shuyi Liu, Chuan Liang, Lina Wang, Lingwei Zeng, Chunyi Wang

“…Additionally, the results indicate the crucial importance of urban planning that takes into account environmental protection during development in karst regions. …”
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Generalization of stochastic mortality models to improve mortality prediction in life insurance and pension funds by Shirin Shoaee, Mohammad Mehdi Gholi Keshmarzi

“…Purpose: Mortality is a dynamic process that completes over time and is a fundamental issue in life insurance, pension fund, health insurance, and in general any issue related to financial planning that deals with the longevity of individuals. …”
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Development of a respiratory virus risk model with environmental data based on interpretable machine learning methods by Shuting Shi, Haowen Lin, Leiming Jiang, Zhiqi Zeng, ChuiXu Lin, Pei Li, Yinghua Li, Zifeng Yang

“…The model’s performance metrics indicate its potential utility in clinical decision-making and public health planning. Future work will focus on refining the model and expanding its applicability to diverse populations and settings.…”
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Need for judicious selection of runoff inputs in a global flood model by Jayesh Parmar, Mohit Prakash Mohanty, Subhankar Karmakar

“…Thus, the injudicious use of runoff in GFM for flood disaster planning can lead to inaccurate flood hazard and risk assessments, significantly affecting populous regions. …”
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Integration of Generative Artificial Intelligence in Higher Education: Best Practices by Jorge Cordero, Jonathan Torres-Zambrano, Alison Cordero-Castillo

“…The results highlight several opportunities around the use of GenAI in education, including improving writing, creating educational resources, supporting lesson planning, and increasing teacher productivity. In addition, significant challenges were identified, such as the ethical use of AI and strategies for detecting AI-generated text. …”
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Multi-Criteria Assessment of Urban Thermal Hotspots: A GIS-Based Remote Sensing Approach in a Mediterranean Climate City by Javier Sola-Caraballo, Antonio Serrano-Jiménez, Carlos Rivera-Gomez, Carmen Galan-Marin

“…Several methods have been developed to characterize urban heat islands (UHIs); however, the most widely used involve complex planning, huge time consumption, and substantial human and technical resources on field monitoring campaigns. …”
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Association of overweight and obesity with hypertension, diabetes and comorbidity among adults in Bangladesh: evidence from nationwide Demographic and Health Survey 2017–2018 data... by Sukanta Das, Manabika Debnath, Sunanda Das, Snigdha Sarkar, Afrin Sadia Rumana

“…So, nationally representative data can be used for programme planning to prevent and treat these chronic conditions.…”
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بررسی تأثیر تغییر الگوی کشت بر ابعاد توسعه روستایی دهستان کوت عبدالله شهرستان کارون by زهرا سلطانی, سعید ملکی, علی سلیمانی

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Prospectiva del desarrollo local. Caso: Sistema de Riego El Cenizo, Estado Trujillo, Venezuela by Ligia Nathalie García Lobo

“…Serious weaknesses were found out in planning, organization and direction in administering the process (R & D), regarding the methods and technology employed (R & D), highlights the technological development of SMEs own Táchira. …”
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Traffic light system regulation of induced seismicity under multi-well fluid injection by Miao He, Qi Li, Xiaying Li, Yao Zhang

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Morphological typification ofel negro stream in its lower basin. Ventania system, argentina by Alicia M. Campo, Verónica Gil, Guadalupe Ybarra Alcaráz, Antonela Volonté

“…River classifications are relevant to understanding natural systems and their function, being an instrument of major importance in territorial planning, which provides a significant benefit to environment and society. …”
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Clinical experiences with robotic computed tomography-guided interventions: A comparison with manual technique by Ashwin Kumar A, Sivakumar Kannappan, Geetha G

“…The introduction of robotic guidance systems, such as MAXIO offers a potential solution for improving planning and navigation. This study evaluated the efficacy of the MAXIO needle-guiding robotic device in computed tomography (CT)-guided interventions compared with conventional manual techniques. …”
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