Postauthorization safety study of the DPP-4 inhibitor saxagliptin: a large-scale multinational family of cohort studies of five outcomes by Qing Liu, Sean Hennessy, Qufei Wu, K Rajender Reddy, Arlene M Gallagher, Kevin Haynes, David J Margolis, Brian L Strom, Vincent Lo Re, M Elle Saine, Craig W Newcomb, Jason A Roy, Serena Cardillo, Stephen E Kimmel, Peter P Reese, Andrea J Apter, Harshvinder Bhullar, Daina B Esposito, Dean M Carbonari

“…Outcomes were hospitalized major adverse cardiovascular events (MACE), acute kidney injury (AKI), acute liver failure (ALF), infections, and severe hypersensitivity events, evaluated using diagnostic coding algorithms and medical records. Cox regression was used to determine HRs with 95% CIs for each outcome. …”
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Incorporating Wave-ViT for Breast Cancer Diagnosis Using MRI Imaging by Sahil Mahey, Hamid Usefi

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Artificial Intelligence in Revolutionizing Kidney Care and Beyond: Kid-AI Revolution by Kounaina Khan, Farhan Zameer, Pratheek Jain, Ravi KR, Vidya Niranjan, Manoj S, Ravish H, Subrahmanya Padyana

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Bioconvergence: advancing biosensors with nanotechnology for real-time health monitoring by Rosaline Mishra, Sakshi Minocha, Radha Goel, Praveen Kumar Gaur, Kanak Lata, Rashmi Singh

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Machine Learning for the estimation of foliar nitrogen content in pineapple crops using multispectral images and Internet of Things (IoT) platforms by Jorge Enrique Chaparro, José Edinson Aedo, Felipe Lumbreras Ruiz

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The Development of an Intelligent System Architecture for Autonomous Care (ISAAC) by Logan Gisick, Alyssa Tanaka, Bob Marinier, Robert Picking, Cameron Copland

“…To accomplish this, we conducted research to explore how intelligent algorithms can be used to supplement the current capabilities by improving the diagnosis, intervention, and monitoring of combat trauma care. …”
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Automated quantification of T1 and T2 relaxation times in liver mpMRI using deep learning: a sequence-adaptive approach by Lukas Zbinden, Samuel Erb, Damiano Catucci, Lars Doorenbos, Leona Hulbert, Annalisa Berzigotti, Michael Brönimann, Lukas Ebner, Andreas Christe, Verena Carola Obmann, Raphael Sznitman, Adrian Thomas Huber

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SCINTIGRAPHY IN URGENT CONDITIONS AND COMPLICATIONS OF ACUTE DISEASES AND TRAUMAS by N. Ye. Kudryashova, A. S. Yermolov, E. V. Migunova, O. G. Sinyakova, E. A. Gurok

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Automated program using convolutional neural networks for objective and reproducible selection of corneal confocal microscopy images by Qincheng Qiao, Wen Xue, Jinzhe Li, Wenwen Zheng, Yongkai Yuan, Chen Li, Fuqiang Liu, Xinguo Hou

“…Conclusion The algorithm is open source and compatible with standard CCM workflows, offering researchers and clinicians a robust and efficient tool for DPN diagnosis. …”
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An integrated approach to the diagnosis of bacterial and fungal bloodstream infections in cancer patients by O. Yu. Kutsevalova, Yu. Yu. Kozel, V. V. Dmitrieva, O. V. Kozuk, I. B. Lysenko

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Analysis of complications after living-related kidney transplantation: a single-center experience by F. A. Khadjibaev, V. Kh. Sharipova, P. K. Sultanov

“…The proposed treatment and diagnostic algorithm showed a 95.7% diagnostic value in identifying the complications, and 91.3% of the therapeutic effect in coping with a renal transplant dysfunction.Conclusions. …”
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Fever of unknown origin in rheumatology by A. V. Gordeev, N. M. Savushkina, E. A. Galushko

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Speckle Noise Removal in OCT Images via Wavelet Transform and DnCNN by Fangfang Li, Qizhou Wu, Bei Jia, Zhicheng Yang

“…Future research can further explore the adaptability and optimization directions of this algorithm in complex noise environments, aiming to provide more theoretical support and practical evidence for enhancing OCT image quality.…”
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Cystic duplication of the jejunum by G. A. Stashuk, L. E. Gaganov, D. A. Pykhteev, A. A. Buzmakov

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Intelligent fault diagnosis of rolling bearing based on time–frequency processing and DLKA-YOLO by Zhigang Chen, Huaibin Zhang, Zichun Tao, Yanxue Wang

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Obscure Gastrointestinal Bleeding: An Approach to Management by JK Marshall, OA Lesi, RH Hunt

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Application of Dynamic Time Warping (DTW) in Comparing MRT Signals of Steel Ropes by Justyna Tomaszewska, Mirosław Witoś, Jerzy Kwaśniewski

“…This study explores the application of the Dynamic Time Warping (DTW) algorithm to enhance the reliability of MRT diagnostics. …”
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ROLE OF MRI IN THE DIAGNOSIS OF URETERAL OBSTRUCTION IN CANCER PATIENTS (LITERATURE REVIEW) by Y. E. Suraeva

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Exploration of biomarkers of Alzheimer’s disease based on orthogonal multi-task canonical correlation analysis by Tao Yang, GuangYu Wan, Xiong Zhou

“…The results showed that the proposed algorithm has better correlation performance, and the obtained markers have diagnostic significance for AD and mild cognitive impairment (MCI).…”
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Peculiarities of differential diagnosis of malignant and benign ovarian tumors in girls (case report of immature teratoma of the ovary) by Elena V. Sibirskaya, Irina V. Karachentsova, Ivan N. Skapenkov, Andrey A. Naumenko, Ivan I. Petinov, Polina O. Nikiforova

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