Predicting Axillary Lymph Node Metastasis in Young Onset Breast Cancer: A Clinical-Radiomics Nomogram Based on DCE-MRI by Dong X, Meng J, Xing J, Jia S, Li X, Wu S

“…Precisely forecasting axillary lymph node metastasis (ALNM) is essential for customizing treatment plans and enhancing patient results.Objective: This research sought to create and verify a clinical-radiomics nomogram that combines radiomic features from Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) with standard clinical predictors to improve the accuracy of predicting ALNM in young breast cancer patients.Methods: We performed a retrospective analysis at one facility, involving the creation and validation of a nomogram in two stages.At first, a medical model was developed utilizing conventional indicators like tumor dimensions, molecular classifications, multifocal presence, and MRI-determined ALN status.A more detailed clinical-radiomics model was subsequently developed by integrating radiomic characteristics derived from DCE-MRI images.These models were created using logistic regression analyses on a training dataset, and their effectiveness was assessed by measuring the area under the receiver operating characteristic curve (AUC) in a separate validation dataset.Results: The clinical-radiomics nomogram surpassed the clinical-only model, recording an AUC of 0.892 in the training dataset and 0.877 in the validation dataset.Significant predictors included MRI-reported ALN status and select radiomic features, which markedly enhanced the model’s predictive capacity.Conclusion: Integrating radiomic features with clinical predictors in a nomogram significantly improves ALNM prediction in young onset breast cancer, providing a valuable tool for personalized treatment planning. …”
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Home-Based Intervention Tool for Cardiac Telerehabilitation: Protocol for a Controlled Trial by Francesca Mastorci, Maria Francesca Lodovica Lazzeri, Lamia Ait-Ali, Paolo Marcheschi, Paola Quadrelli, Massimiliano Mariani, Rafik Margaryan, Wanda Pennè, Marco Savino, Giuseppe Prencipe, Alina Sirbu, Paolo Ferragina, Corrado Priami, Alessandro Tommasi, Cesare Zavattari, Pierluigi Festa, Stefano Dalmiani, Alessandro Pingitore

“…MethodsThe IPOTERI method consists of a telemonitoring platform that guarantees continuity of postoperative care, an intelligent home station based on an Android app for the patient with a user-friendly interface to record vital signals (electrocardiogram, blood pressure, oxygen saturation, and body weight) and access the planning of rehabilitation activities, and a decision support system that communicates with hospital medical records to transmit alerts and specific support information for the formulation and updating of the treatment and care plan. …”
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Mapping Key Populations to Develop Improved HIV and AIDS Interventions: Multiphase Cross-Sectional Observational Mapping Study Using a District and City Approach by Pande Putu Januraga, Endang Lukitosari, Lanny Luhukay, Rizky Hasby, Aang Sutrisna

“…Developing strategies beyond identified hotspots, integrating mapping data into planning, and adopting a longitudinal approach to understand KP behavior over time are critical for effective HIV and AIDS prevention and control.…”
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CO2 geological storage in sedimentary basins: An update on the potential and suitability evaluation and a field test by Yujie Diao, Xin Ma, Chenglong Zhang, Xiaolin Jin, Xufeng Li, Chao Zhang

“…This map reflects the suitability of the first- and secondary-order tectonic units within sedimentary basins for CO2 geological storage for CCS planning. The Junggar Basin is recognized as an important region for future CCS projects. …”
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Enhancing sustainable solid waste management through separate source collection by O. Arabiyat, J.T. Al-Bakri, F. Kölsch, S. Al-Omari, H. Aladwan

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Post-COVID-19 Syndrome and Related Dysautonomia: Reduced Quality of Life, Increased Anxiety and Manifestation of Depressive Symptoms: Evidence from Greece by Petros Galanis, Aglaia Katsiroumpa, Irene Vraka, Katerina Kosiara, Olga Siskou, Olympia Konstantakopoulou, Theodoros Katsoulas, Parisis Gallos, Daphne Kaitelidou

“…Policy makers should assign priority rights to vulnerable groups in future psychiatric planning. Policy measures should focus on the mental health of post-COVID-19 patients who seem to be particularly vulnerable. …”
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The value of MRI in differentiating ovarian clear cell carcinoma from other adnexal masses with O-RADS MRI scores of 4–5 by Lingling Lin, Le Fu, Huawei Wu, Saiming Cheng, Guangquan Chen, Lei Chen, Jun Zhu, Yu Wang, Jiejun Cheng

“…Key Points Identifying ovarian CCC preoperatively is beneficial for treatment planning. Ovarian CCC tends to be high-signal on T1WI, unilocular, big size, with endometriosis and low CEA. …”
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Military-Applied Means of Physical Education in Pre-University Educational Institutions of the Russian Ministry of Defence by D. V. Vinograd, A. V. Zykov

“…In the course of the research, the authors thoroughly studied the scientific and methodological sources, regulatory and legal base of the organisation of educational process, questions of its planning and control of all forms and activities of students’ physical training in military schools. …”
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Application of large language models in disease diagnosis and treatment by Xintian Yang, Tongxin Li, Qin Su, Yaling Liu, Chenxi Kang, Yong Lyu, Lina Zhao, Yongzhan Nie, Yanglin Pan, Yuanyuan Ji

“…These models can also assist in treatment planning by suggesting evidence-based interventions and improving clinical decision support systems through integrated analysis of patient records. …”
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Co-creation and application of a framework for the de-prioritization of urban communities during insecticide-treated bed net mass campaigns for malaria prevention and control in Kw... by Ifeoma D. Ozodiegwu, Laurette Mhlanga, Eniola A. Bamgboye, Adeniyi F. Fagbamigbe, Cyril Ademu, Chukwu Okoronkwo, Joshua O. Akinyemi, Akintayo O. Ogunwale, IkeOluwapo O. Ajayi, Beatriz Galatas

“…The final framework consisted of three phases: planning, data review and co-decision-making, and implementation. …”
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Assessing and predicting Bojiang lake area and LULC changes from 2000 to 2045 by Muhammad Naeem, Yongqiang Zhang, Xiaoqiang Tian, Ping Miao, Congcong Li, Zhenwu Xu, Longhao Wang, Faisal Mumtaz, Zixuan Tang, Shaoyang He

“…These findings emphasize the need for integrated land and water management strategies to balance urban growth with environmental conservation. Sustainable planning is crucial for mitigating the impacts of urbanization and climate change, ensuring the long-term ecological stability of the Bojiang Lake Basin.…”
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Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory by Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

“…The proposed modeling approach can be beneficial in monitoring and managing water and crop planning which relies on precise ETo predictions.…”
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Transprofessional education in the student discourse: Demand, expectations, risks by A. N. Pinchuk, S. G. Karepova, D. A. Tikhomirov

“…The obtained results can be applied in pedagogical practice when planning educational trajectories of students, as well as used as informative material in further research related to the study of the development of the higher education system and the changing world of professions in a digital society.…”
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Synergy of Remote Sensing and Geospatial Technologies to Advance Sustainable Development Goals for Future Coastal Urbanization and Environmental Challenges in a Riverine Megacity by Minza Mumtaz, Syed Humayoun Jahanzaib, Waqar Hussain, Sadia Khan, Youssef M. Youssef, Saleh Qaysi, Abdalla Abdelnabi, Nassir Alarifi, Mahmoud E. Abd-Elmaboud

“…This integrated approach provides valuable insights for urban planners, offering a novel framework for adaptive urban planning strategies and advancing sustainable practices in similar stressed megacity regions.…”
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Top 10 palliative care research priorities in France: a 3-step, mixed-methods protocol (AXEPRO study) by Stéphane Sanchez, Guillaume Economos, Fiona Ecarnot, Cecile Barbaret, Raphaëlle Habert-Dantigny, Héloïse Rouze, Doan Huynh, Roseline Huynh, Caroline Tête, Martin Julier-Costes, Valérie Amouroux-Gorsse, Isabelle Lavault, Justine Bret

“…Regarding the current bill being examined by the government planning to legalise euthanasia and assisted suicide in France, this study will provide new insights into how patients and caregivers are prioritising those themes. …”
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The prevalence and associated disability burden of mental disorders in children and adolescents in China: a systematic analysis of data from the Global Burden of Disease StudyResea... by Wanyue Dong, Yunning Liu, Ruhai Bai, Lei Zhang, Maigeng Zhou

“…Interpretation: Mental disorders are the leading causes of disability in children and adolescents in China, and the disease burden varies geographically. Careful planning of health services, including consideration of the local situation, is needed. …”
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Critical Success Factor Proyek TI: Studi Kasus Mobile Government by Ikhsan Triadi Syaputra, Teguh Raharjo, Bob Hardian, Tiarma Simanungkalit

“…The results of this study indicate that planning is the most prioritized factor, followed by human resource competence. …”
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Diversity of frontier processes in Amazonian subnational jurisdictions: Frontier metrics reveal major patterns of human–nature interactions by Guido Briceño, Julie Betbeder, Agnès Bégué, Guillaume Cornu, David Katz-Asprilla, Marie-Gabrielle Piketty, Solen Le Clech, Vinicius Silgueiro, Hélène Dessard, Lilian Blanc

“…Identifying the differences and similarities between units and associated changes in forest cover due to deforestation, degradation and regrowth is crucial for context-specific management and planning. Methods for quantitatively characterizing this complexity across large agricultural frontiers are still underdeveloped. …”
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ON THE THIN PRACTICAL RATIONALITY AND ITS THICKENINGS by Zenonas Norkus

“…The concept of relative practical rationality preserves this intuition equating the rational and the autonomous choice and defining the rational choice as the consistent choice guided by the realistic preferences which are themselves chosen on the ground of the ethical preferences (metapreferences) directing the characters planning of an agent. …”
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SARS-CoV-2 transmission dynamics in Mozambique and Zimbabwe during the first 3 years of the pandemic by Roselyn F. Kaondera-Shava, Marta Galanti, Matteo Perini, Jiyeon Suh, Shannon M. Farley, Sergio Chicumbe, Ilesh Jani, Annette Cassy, Ivalda Macicame, Naisa Manafe, Wafaa El-Sadr, Jeffrey Shaman

“…These findings aid understanding of COVID-19 disease and respiratory virus transmission dynamics in two African countries little investigated to date and can help guide future public health planning and control strategies.…”
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