Research on Hybrid Collaborative Development Model Based on Multi-Dimensional Behavioral Information by Shuanliang Gao, Wei Liao, Tao Shu, Zhuoning Zhao, Yaqiang Wang

“…This paper focuses on the stages of requirements analysis, software development, software testing and software operation and maintenance in the process of software development. …”
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Applying neural networks in coordinated group signal transformation to improve image quality by E.A. Lopukhova, G.S. Voronkov, I.V. Kuznetsov, V.V. Ivanov, R.V. Kutluyarov, A.Kh. Sultanov, E.P. Grakhova

“…The combination of the specifics of the Internet of Things, which requires simultaneous and long-term operation of a large number of autonomous devices, with the need to transmit video data poses the problem of creating new energy-efficient methods of image compression. …”
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CR Assisted IE Guarded Authenticated Biomedical Image Transactions by K. Revathy, K. Thenmozhi, Rengarajan Amirtharajan, Padmapriya Praveenkumar

“…Simulations have been conceded over universal software radio peripheral to validate the biomedical data transactions after sensing the unused spectrum. …”
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The impact of China’s green credit policy on the innovation of manufacturing enterprises by Guanglin Sun, Qinyao Feng, Shanshan Wu, Chuanxin Xia

“…This study empirically investigated the effects of green credit policies on corporate innovation in China, utilizing panel data for A-share listed manufacturing companies from 2008 to 2022. …”
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Exploring the clinical and histopathological characteristics on breast phyllodes tumors predictors and prognosis in a real world by Ye Han, Hong Yu, Congyi Li, Wei Jiang, Huilian Shan

“…The surgical protocol advocates for achieving wide margins (>1 cm), which presents challenges in clinical practice due to the ambiguity in defining such margins.ParticipantsA retrospective screening identified 333 cases of PT for inclusion in the study. Comprehensive data for this analysis was extracted from the clinical patient records.InterventionsPost-operation, all cases were subjected to a standardized protocol of regular follow-up , with subsequent documentation of follow-up data.Main outcome measuresAt a median follow-up of 79 (inter-quartile range: 28-109) months, recurrence occurred in 9.7% (19/196) of benign, 18.4% (18/98) of borderline, and 28.2% (11/39) of malignant tumors. …”
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UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer by Yunjie Tian, Ruoyu Dong, Yingxia Guan, Ying Wang, Wei Zhao, Jun Zhang, Shan Kang

“…The effects of immune cell markers on prognosis were analyzed via univariate Cox regression, least absolute shrinkage and selection operator (LASSO) and gene set variation analysis (GSVA) of bulk sequencing data from The Cancer Genome Atlas (TCGA)-HGSOC cohort. …”
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Lumbosacral Plexopathy After Carbon-ion Radiation Therapy for Postoperative Pelvic Recurrence of Rectal Cancer: Subanalysis of a Prospective Observational Study (GUNMA 0801) by Takuya Kumazawa, MD, PhD, Shintaro Shiba, MD, PhD, Yuhei Miyasaka, MD, PhD, Masahiko Okamoto, MD, PhD, Daijiro Kobayashi, MD, PhD, Tatsuya Ohno, MD, PhD

“…D2 cm3 and V50 Gy(RBE) were considered useful for receiver operating characteristic analysis. Cutoff values for RILSP were 73.82 Gy(RBE) and 33.2% for D2 cm3 and V50 Gy(RBE), respectively. …”
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An Enhanced Time-Series-Based Solar Power Forecast for Microgrid System by Tejaswini Thota, Aleena Bosco Kurumthottam, Suvidha Rupesh Kumar, Jyotismita Mishra

“…All models are implemented on the same test bed using SARAH satellite data for training and ERA5 reanalysis data for validation, ensuring a controlled and reproducible benchmark. …”
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Construction of a disease risk prediction model for postherpetic pruritus by machine learning by Zheng Lin, Yuan Dou, Ru-yi Ju, Ping Lin, Yi Cao

“…Features associated with PHI were identified for inclusion in the model using the least absolute shrinkage selection operator (LASSO). Divide all the data into five pieces, and then use each piece as a verification set and the others as a training set for training and verification, this process is repeated 100 times. …”
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Exploring the association of vitamin B12 deficiency and dental health in older adults by Man Hung, Man Hung, Man Hung, Man Hung, Man Hung, Amir Mohajeri, Jacob Marx, Corban Ward, Martin S. Lipsky, Martin S. Lipsky

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Combination of PI-RADS version 2.1 and amide proton transfer values for the detection of clinically significant prostate cancer by Li Zhang, Longchao Li, Xia Zhe, Min Tang, Xiaoyan Lei, Jing Zhang, Xianglong Duan

“…We utilized receiver operating characteristic (ROC) curve analysis to assess the diagnostic accuracy of PI-RADS V2.1 and the combination model (APT-weighted signal values and PI-RADS V2.1). …”
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Artificial Intelligence in Health Promotion and Disease Reduction: Rapid Review by Farzaneh Yousefi, Florian Naye, Steven Ouellet, Achille-Roghemrazangba Yameogo, Maxime Sasseville, Frédéric Bergeron, Marianne Ozkan, Martin Cousineau, Samira Amil, Caroline Rhéaume, Marie-Pierre Gagnon

“…A pair of reviewers independently applied the inclusion and exclusion criteria to screen the titles and abstracts, assess the full texts, and extract the data. We synthesized extracted data from the study characteristics, intervention characteristics, and intervention purpose using structured narrative summaries of main themes, giving a portrait of the current scope of available AI initiatives used in promoting healthy activities and preventing disease. …”
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Association between preoperative high-density lipoprotein cholesterol levels and overall survival in gastric cancer patients: a retrospective cohort study by Lei Ye, Yutong Zhang, Bin Ye, Qinghua Qi, Wenting Cao

“…These findings suggest that lipid metabolism may affect tumour biology and prognosis in operable GC.…”
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Customised and Noncustomised Birth Weight Centiles and Prediction of Stillbirth and Infant Mortality and Morbidity: A Cohort Study of 979,912 Term Singleton Pregnancies in Scotland... by Stamatina Iliodromiti, Daniel F Mackay, Gordon C S Smith, Jill P Pell, Naveed Sattar, Debbie A Lawlor, Scott M Nelson

“…We were unable to fully customise centile charts because we lacked data on maternal weight and ethnicity. Additional analyses in an independent UK cohort (n = 10,515) suggested that lack of data on ethnicity in this population (in which national statistics show 98% are white British) and maternal weight would have misclassified ~15% of the large-for-gestation fetuses.…”
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Prevalence and predictors of non-medical and lifetime use of controlled drugs among patients accessing mental health services at the university of Gondar comprehensive specialized... by Tesfaye Yimer Tadesse, Zemene Demelash Kifle, Meaza Adugna, Betelhem Fisiha, Tefera Teshager, Mulugeta Ashagrie, Jibril Seid Yesuf

“…The data were analyzed using the Statistical Package for Social Sciences (SPSS) version 25. …”
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Identification and validation of endoplasmic reticulum stress-related diagnostic biomarkers for type 1 diabetic cardiomyopathy based on bioinformatics and machine learning by Qiao Tang, Yanwei Ji, Zhongyuan Xia, Yuxi Zhang, Chong Dong, Chong Dong, Qian Sun, Shaoqing Lei

“…Limma package analysis identified 3100 DEGs between DC and control groups and then integrated with ERGs to identify 65 ERDEGs. …”
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Outcomes of Early Weightbearing Following Open Reduction and Internal Fixation of Unstable Ankle Fractures in a Geriatric Population by Valerie Carbajal MD, Daniel Choi MD, Brent Kokobun MD, Arash Aminian MD, David Lee MD, Thomas Harris MD

“…While the operative indications in ankle fractures have been established, there is no consensus regarding timing of weightbearing. …”
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Development of prediction models of COVID-19 vaccine uptake among Lebanese and Syrians in a district of Beirut, Lebanon: a population-based study by Hala Ghattas, Jocelyn Dejong, Fadi El-Jardali, Stephen J McCall, Marie-Elizabeth Ragi, Aline Germani, Hazar Shamas, Nada M Melhem

“…This study aimed to develop and internally validate prediction models of COVID-19 vaccine uptake by nationality.Methods This is a nested prognostic population-based cross-sectional analysis. Data were collected between June and October 2022 in Sin-El-Fil, a district of Beirut, Lebanon. …”
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CO21 | Viscoelastic testing in inherited bleeding disorders: a cross-sectional comparison between viscoelastic coagulation monitoring (VCM) and rotational thromboelastometry (ROTE...

“…Conclusions: Our preliminary data suggest that VCM, operating on native whole blood, may reveal a larger delay in clot initiation and a greater drop in clot strength than ROTEM-INTEM. …”
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Trajectory of breastfeeding among Chinese women and risk prediction models based on machine learning: a cohort study by Yi Liu, Jie Xiang, Ping Yan, Yuanqiong Liu, Peng Chen, Yujia Song, Jianhua Ren

“…Conducted at a leading Maternal and Children's hospital in China from October 2021 to June 2022, data were gathered via self-administered surveys and electronic health records. …”
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