Modeling Interference for Diffusive Molecular Communication Under Different Biological Deployment by Suman Yadav, S. Pratap Singh, Bharat Gupta

“…Though, statistical physical models of interference under RBD are proposed in literature but it is in implicit forms containing complex integrals. However, interference under CBD and SBD deployments are missing from open literatures. …”
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Risk prediction of QTc prolongation occurrence in cancer patients treated with commonly used oral tyrosine kinase inhibitors: machine learning modeling or conventional statistical... by Hsiang-Wen Lin, Tien-Chao Lin, Chien-Ning Hsu, Tzu-Pei Yeh, Yu-Chieh Chen, Liang-Chih Liu, Chen-Yuan Lin

“…The study followed four key steps: (1) Managing missing data, (2) Identifying important variables, (3) Training and testing the best prediction models, (4). …”
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Association between serum uric acid to high-density lipoprotein cholesterol ratio (UHR) and abdominal aortic calcification: a cross-sectional study based on NHANES 2013–2014 by Bowen Li, Yue Xu, Qingwei He, Qiaoxiang Yin, Mengdi Wu, Huijing Zhu, Yanjie Cao

“…Participants with invalid AAC imaging, missing sUA/HDL-C measurements, or incomplete calcium/phosphorus intake records were excluded. …”
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A Nextflow pipeline for T-cell receptor repertoire reconstruction and analysis from RNA sequencing data by Teresa Rubio, Maria Chernigovskaya, Susanna Marquez, Cristina Marti, Paula Izquierdo-Altarejos, Amparo Urios, Carmina Montoliu, Vicente Felipo, Ana Conesa, Victor Greiff, Sonia Tarazona

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Osteonecrosis of the jaw in patients with clear cell renal cell carcinoma treated with targeted agents: a case series and large-scale pharmacovigilance analysis by Shuyun Wang, Shuyun Wang, Rui Zhang, Song Wang, Qian Guo, Qian Guo, Donghong Yin, Yan Song, Xianhua She, Xuyan Wang, Jinju Duan

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Efficacy and safety of distinct regimens for individuals with advanced EGFR-mutated non-small-cell lung cancer who progressed on EGFR tyrosine-kinase inhibitors: a systematic revie... by Wengang Zhang, Jian Xiong, Yujie Li, Jing Nie, Wencheng Zhao, Zhiyi Guo, Xinyue Liu, Qianqian Zhang, Xuyang Chen, Li Ye, Zhimin Chen, Hao Wang, Kandi Xu, Lishu Zhao, Yujin Liu, Lihua Huang, Yuhang Li, Yayi He

“…Due to the unavailability of OS subgroup data in most RCTs, many regimens were missing in the OS subgroup analysis. Conclusion: Integrating the results of different clinical outcomes and subgroup analyses, we conclude that “CT + IVO” is the optimal treatment option with an acceptable safety profile for patients with advanced EGFR-mutated NSCLC who have progressed on TKIs. …”
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Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Usin... by Yan Zhuang, Junyan Zhang, Xiuxing Li, Chao Liu, Yue Yu, Wei Dong, Kunlun He

“…Existing approaches, such as naive Bayes, Word2Vec, and convolutional neural networks, have limitations in handling missing values and understanding the context of medical texts, leading to a high error rate. …”
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Surface Vessels Detection and Tracking Method and Datasets with Multi-Source Data Fusion in Real-World Complex Scenarios by Wenbin Huang, Hui Feng, Haixiang Xu, Xu Liu, Jianhua He, Langxiong Gan, Xiaoqian Wang, Shanshan Wang

“…By feeding the historical fusion results back to earlier tracking stages, the proposed method identifies and refines potential missing detections from the layered detection and tracking processes of radar and visible images. …”
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Characterization of small nucleolar RNA retaining transcripts in human normal and cancer cells by Guglielmo Rambaldelli, Sidra Asghar, Giulia Venturi, Federico Zacchini, Margherita Serra, Catia Giovannini, Laura Gramantieri, Marco Bernini, Alberto Inga, Erik Dassi, Lorenzo Montanaro

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SLEPR: a sample-level enrichment-based pathway ranking method -- seeking biological themes through pathway-level consistency. by Ming Yi, Robert M Stephens

“…This new method extends existing analyses approaches and facilitates integration of different types of HTP data.…”
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Can We Succeed with Inclusive Education for Sámi Pupils? by Hege Merete Somby

“…While Indigenous inclusion takes integrative measures which uphold the status quo, thus dependent on a majority perspective, indigenising has an Indigenous baseline. …”
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Artificial intelligence networks for assessing the prognosis of gastrointestinal cancer to immunotherapy based on genetic mutation features: a systematic review and meta-analysis by Narges Norouzkhani, Hesam Mobaraki, Shirin Varmazyar, Hadis Zaboli, Zhina Mohamadi, Golnaz Nikeghbali, Kamyar Bagheri, Newsha Marivany, Mirmehdi Najafi, Mahdiyeh Nozad Varjovi, Mohamed Abouzeid, Hanieh Zeidi Baghrabad, Pooya Eini, Aida Azhdarimoghaddam, Farbod Khosravi, Mahsa Asadi Anar

“…Regression models and imputation methods addressed missing values, ensuring accurate and robust results. …”
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Arthroscopic meniscectomy versus non-surgical or sham treatment in patients with MRI confirmed degenerative meniscus lesions: a protocol for an individual participant data meta-ana... by Ewa M Roos, Martin Englund, Victor A van de Graaf, Rudolf W Poolman, Maroeska M Rovers, Stan R W Wijn, Jan J Rongen, Håvard Østerås, May A Risberg, Kristoffer B Hare, Gerjon Hannink

“…All individual participant data will be validated for missing data, internal data consistency, randomisation integrity and censoring patterns. …”
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Tracking freshwater depletion in Northern Australia: A multi-satellite approach by Christopher E. Ndehedehe, Ikechukwu Kalu, Vagner G. Ferreira, Alex O. Onojeghuo, Oluwafemi E. Adeyeri, Mohammad J. Tourian, Matthew Currell, Sue Jackson

“…We assess the response of these systems to hydrological drought, quantify water deficits and assess how much water may potentially be missing due to drought or extraction. Our satellite analyses show that changes in freshwater storage (or terrestrial water storage-TWS) in the CLA started to significantly decline after 2014. …”
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Heterogeneity and the determinants of multidimensional health transition among Chinese middle-aged and older people: a person-centered approach by Linglong Ye, Zhengman Wu, Yi-Wei Kao, Jianping Zhu, Jianping Zhu, Jianping Zhu, Mingchih Chen, Ben-Chang Shia, Ben-Chang Shia, Lei Qin, Lei Qin

“…Being uninsured by public insurance and having lower income were associated with the DIFP group.ConclusionIntegrating the social dimension with physical and psychological dimensions enhanced our understanding of the heterogeneous health transition patterns of middle-aged and older people. …”
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Investigation of a chest radiograph-based deep learning model to identify an imaging biomarker for malnutrition in older adults by Ryo Sasaki, Yasuhiko Nakao, Fumihiro Mawatari, Takahito Nishihara, Masafumi Haraguchi, Masanori Fukushima, Ryu Sasaki, Satoshi Miuma, Hisamitsu Miyaaki, Kazuhiko Nakao

“…It is anticipated that AI will be integrated into the NST workflow in the future.…”
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A longitudinal study examining how self-injection social norms are associated with contraceptive self-injectable interest and use in rural Uganda by Erica Sedlander, Nitya Turaga, Catherine Birabwa, Ronald Wasswa, Beth Phillips, Dinah Amongin, Sneha Challa, Sylvie Nano, Betty Kyobe, Agnes Kayego, Peter Waiswa, Kelsey Holt

“…However, only a small percentage of DMPA-SC users choose to self-inject, perhaps missing women who could benefit from its convenience and privacy. …”
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Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremit... by Jiawen Deng, BHSc, Myron Moskalyk, BHSc, MSc, Madhur Nayan, MD, PhD, Ahmed Aoude, MEng, MD, FRCSC, Michelle Ghert, MD, FRCSC, Sahir Bhatnagar, PhD, Anthony Bozzo, MSc, MD, FRCSC

“…Models were developed with and without including percent tumor necrosis due to its high missing data rate (>30%). Hyperparameters were tuned using Bayesian optimization. …”
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From local to global and from global to local: Designing the protocol to model agriculture and climate resilience by Jana Poláková, Vera Potopova, Zuzana Smeets Kristkova, Jeroen Weststrate, Willem-Jan van Zeist, Annabel Oosterwijk, Michaela Kolářová, Marcos Dominguez Viera, Pavel Zahradníček, Petr Štěpánek, Nils Bunnefeld, Markus Dettenhofer, Ioannis Manikas

“…This study aimed to investigate the local-global interaction by integrating sustainability indicators with three modelling methods to address agriculture and climate resilience. …”
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Reconstruction of a Chronic Quadriceps Tendon Rupture in an Elderly Polio Patient by Mario Ronga, Leonardo Callegari, Francesco Roberto Evola, Camilla Crespi, Lia Rimondini, Davide Ciclamini

“…Quadriceps tendon tears are uncommon lesions and their diagnosis can be missed in up to 50% of cases. We report a case of a 83-year-old man with polio who has a chronic quadriceps tendon tear in a healthy limb. …”
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