Painting the Portrait of Fibro-osseous Lesions: An In-vitro Study on Staining Duel of Modified Gallego versus Hematoxylin and Eosin (H&E) Staining by Akash Shegaonkar, Shilpa Patel, Jigna Pathak, Niharika Swain, Rashmi Hosalkar, Rutuj Waghmare

“…All statistical analysis were performed using the Statistical Package for Social Sciences (SPSS v 26.0, IBM). The data obtained were presented using descriptive statistics. …”
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MAGNETIC RESONANCE IMAGING IN THE EVALUATION OF MORPHOLOGICAL AND STRUCTURAL CHANGES OF THE VERTEBRAL BODIES OF THE LUMBAR SPINE WITH BONE MINERAL DENSITY REDUCTION by S. A. Myagkov, A. P. Myagkov, I. R. Rybak, A. S. Sementsov, S. Y. Nakonechniy, Hesso Aref

“…In osteoporosis MRI morphometry data were characterized by the fact that the front and the average height of the vertebral bodies were not changed significantly. …”
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MEN: leveraging explainable multimodal encoding network for precision prediction of CYP450 inhibitors by Abena Achiaa Atwereboannah, Wei-Ping Wu, Mugahed A. Al-antari, Sophyani B. Yussif, Chukwuebuka J. Ejiyi, Edwin K. Tenagyei, Grace-Mercure B. Kissanga, Gyarteng S. A. Emmanuel, Yeong Hyeon Gu, Emmanuel Ahene

“…An explainable AI (XAI) module is incorporated into the model to support biological interpretation, using visualization techniques such as heatmaps. The model was trained and validated using two datasets: chemical structures in SMILES format from PubChem and protein sequences of five CYP450 isoforms (1A2, 2C9, 2C19, 2D6, and 3A4) obtained from the Protein Data Bank (PDB). …”
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Analysis and validation of characteristic genes in RNA sequencing datasets from heart failure patients based on multiple algorithms by Yuxuan Li, Ying Bai, Wujiao Wang, Zhaotian Ma, Peng Li, Dong Li, Sinai Li, Jialin Jin, Jialin Jin, Qian Lin

“…Selected key genes were experimentally validated using RT-qPCR in hypertrophic cardiomyocyte models. Single-cell data dimensionality reduction, clustering, and visualization were achieved using Principal component analysis (PCA) and uniform manifold approximation and projection (UMAP). …”
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Validation of the self-report quantified Tuberous Sclerosis Complex-Associated Neuropsychiatric Disorders Checklist (TAND-SQ) by Nola Chambers, Tosca-Marie Heunis, Sugnet Gardner-Lubbe, Jamie K. Capal, Stacey Bissell, Anna W. Byars, Sebastián Cukier, Peter E. Davis, Jennifer Flinn, Tanjala T. Gipson, J. Chris Kingswood, Aubrey J. Kumm, Eva Schoeters, Catherine Smith, Shoba Srivastava, Megumi Takei, Stephanie Vanclooster, Agnies M. van Eeghen, Robert Waltereit, Darcy A. Krueger, Mustafa Sahin, Liesbeth De Waele, Anna C. Jansen, Petrus J. de Vries

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Modification of diet, exercise and lifestyle (MODEL) study: a randomised controlled trial protocol by Robin M Daly, Pawel Szulc, Marc Sim, Wai H Lim, John T Schousboe, Douglas P Kiel, Joshua R Lewis, Amanda Devine, Kun Zhu, Peter L Thompson, Richard J Woodman, Simone Radavelli-Bagatini, Catherine P Bondonno, Lauren C Blekkenhorst, Reindolf Anokye, Emma Connolly, Nicola P Bondonno, Ben Jackson, James Dimmock, Markus P Schlaich, Kay L Cox, Mandy Stanley, Jenny Gianoudis, Belinda De Ross, Jonathan M Hodgson

“…Information regarding consent, confidentiality, access to data, ancillary and post-trial care and dissemination policy has been disclosed in the participant information form.Trial registration number Australian New Zealand Clinical Trial Registry (ACTRN12618001087246).…”
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An explorable model of an adverse outcome pathway of cytokine release syndrome related to the administration of immunomodulatory biotherapeutics and cellular therapies by Alexander Mazein, Oxana Lopata, Kristin Reiche, Kristin Reiche, Kristin Reiche, Katherina Sewald, Katherina Sewald, Miriam Alb, Christina Sakellariou, Patricia Gogesch, Hannah Morgan, Vanessa Neuhaus, Vanessa Neuhaus, Nhu-Nguyen Pham, Nhu-Nguyen Pham, Charline Sommer, Charline Sommer, Ethan Perkins, Ethan Perkins, Birgit Fogal, Muhammad Shoaib, Reinhard Schneider, Reinhard Schneider, Venkata Satagopam, Venkata Satagopam, Marek Ostaszewski, Marek Ostaszewski

“…The map of mechanisms is made available via a dedicated online platform for exploration and data visualisation. It includes 24 cell types, 425 entities and 430 interactions. …”
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Collaborative networks in community-based health and social care services: insights from Blackpool and the Fylde Coast (United Kingdom) by Kristof Santa, Zsofia Boda, Buket Kara, Jörg Huber, Heather Catt, Barbara Mezes

“…SNA examined collaboration patterns via visualization and multivariate network regressions (MRQAP). …”
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A web-based platform for optimizing healthcare resource allocation and workload management using agile methodology and WISN theory by Akash Gajanan Prabhune, P S Karpaga Priya, Rohit Chandra, Ankur Thakur, Viany R Srihari, Sachin S Bhat

“…Conclusion PRAYOJN modernizes and enhances WISN-based workforce planning by automating workload calculations, improving data visualization, and supporting real-time decision-making. …”
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Time-Series analysis of PM10 and PM2.5 pollutants and estimation of its health effects in Khorramabad city during a period of 5 years by Faramarz Azimi, Mansour Ghaderpoori, Fariba Hafezi

“…Data underwent rigorous validation based on World Health Organization (WHO) criteria and Z-score method in SPSS to ensure reliability and remove outliers. …”
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Patterns and risk factors of falls among older adults: a systematic review by Tetiana Yermakova

“…Bibliographic data of the articles were extracted, revealing a total of 852,909 documents. …”
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Investigation on the Impact of the 2022 Luding M6.8 Earthquake on Regional Low-Frequency Time Code Signals in Northern China by Fan Zhao, Ping Feng, Zhen Qi, Langlang Cheng, Xin Wang, Luxi Huang, Qiang Liu, Yingming Chen, Xiaoqian Ren, Yu Hua

“…A Low-Frequency Time Code time service monitoring system was built in Xi’an to continuously monitor the 68.5 kHz time signal broadcast by the BPC station. The data was then processed and analyzed through visualization. …”
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Multimodal Gated Mixture of Experts Using Whole Slide Image and Flow Cytometry for Multiple Instance Learning Classification of Lymphoma by Noriaki Hashimoto, Hiroyuki Hanada, Hiroaki Miyoshi, Miharu Nagaishi, Kensaku Sato, Hidekata Hontani, Koichi Ohshima, Ichiro Takeuchi

“…In this study, we present a deep-learning-based multimodal classification method for lymphoma diagnosis in digital pathology, which utilizes a whole slide image (WSI) as the primary image data and flow cytometry (FCM) data as auxiliary information. …”
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Flood risk susceptibility analysis in Larkana district Pakistan using multi criteria decision analysis and geospatial techniques by Waheed Ali Khoso, Muhammad Waseem, Muhammad Ashraf Tanoli, Faisal Baig

“…For this study, the various data sources such as topographic data, land use and landcover information, rainfall and infrastructure data, were used to develop a comprehensive flood susceptibility model. …”
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Radiogenomic approach to glial tumors imaging under conditions of initial diagnostic measures: adaptation principles development by N. E. Maslov, G. E. Trufanov, V. M. Moiseenko, D. A. Valenkova, A. Yu. Efimtsev, N. A. Plakhotina, A. S. Sidorina

“…Radiomics is a rapidly developing field in oncology visualization aimed at searching for prognostically effective imaging features associated with specific genetic events that determine various characteristics of the disease course. …”
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An assembled molecular signaling map of interleukin-24: a resource to decipher its multifunctional immunoregulatory role in pathophysiological conditions by Anjana Aravind, Vineetha Shaji, Mukhtar Ahmed, Shobha Dagamajalu, Manavalan Vijayakumar, Thottethodi Subrahmanya Keshava Prasad, Rajesh Raju, Rajesh Raju

“…The cataloged molecular events were then manually drawn based on the topology as a signaling pathway map of IL-24.ResultsBased on the data mined from published literature, we assembled IL-24-regulated signaling events linked to its immunoregulatory and anti-tumor activities. …”
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Lambda-PFLOTRAN 1.0: a workflow for incorporating organic matter chemistry informed by ultra high resolution mass spectrometry into biogeochemical modeling by K. A. Muller, P. Jiang, G. Hammond, T. Ahmadullah, H.-S. Song, R. Kukkadapu, N. Ward, M. Bowe, R. K. Chu, Q. Zhao, V. A. Garayburu-Caruso, A. Roebuck, X. Chen

“…The first test case uses laboratory incubation data of temporal oxygen depletion to fit lambda parameters (i.e., maximum utilization rate and microbial carrying capacity). …”
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The EstroGene2.0 database for endocrine therapy response and resistance in breast cancer by Zheqi Li, Fangyuan Chen, Li Chen, Jiebin Liu, Danielle Tseng, Fazal Hadi, Soleilmane Omarjee, Kamal Kishore, Joshua Kent, Joanna Kirkpatrick, Clive D’Santos, Mandy Lawson, Jason Gertz, Matthew J. Sikora, Donald P. McDonnell, Jason S. Carroll, Kornelia Polyak, Steffi Oesterreich, Adrian V. Lee

“…Incorporating multi-omic profiling of 361 experiments from 212 studies across 28 cell lines, a user-friendly browser offers comprehensive data visualization and metadata mining capabilities ( https://estrogeneii.web.app/ ). …”
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Calculation programs as a didactic generator of the discipline “Fundamentals of rocket and space techniques” by Konstantin P. Baslyk

“…There are tasks formulated with the use of data from programs TERRA, RK1 and TRIJ1 that are easily solved and give illustrative numerical results, not only visualizing, but also modeling of the knowledge. …”
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SuperResNET: Model‐Free Single‐Molecule Network Analysis Software Achieves Molecular Resolution of Nup96 by Yahongyang Lydia Li, Ismail M. Khater, Christian Hallgrimson, Ben Cardoen, Timothy H. Wong, Ghassan Hamarneh, Ivan R. Nabi

“…SuperResNET is an integrated machine learning‐based analysis software for visualizing and quantifying 3D point cloud data acquired by single‐molecule localization microscopy (SMLM). …”
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