A generative diffusion-based AI-model to scrutinise the microstructural degradation of isothermally aged Cu-SAC305 interfaces by Charlotte Cui, Fereshteh Falah Chamasemani, Michael Reisinger, Peter Imrich, Walter Hartner, Werner Robl, Roland Brunner

“…In this study, microstructural grey-value images of thermally aged interfacial Cu–SAC305 microstructures are virtually generated for seen, unseen and even unknown sample conditions utilising a denoised diffusion probabilistic model (DDPM). …”
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ESBL-producing Klebsiella pneumoniae in a University hospital: Molecular features, diffusion of epidemic clones and evaluation of cross-transmission. by Pierre Edwige L Fils, Pascal Cholley, Houssein Gbaguidi-Haore, Didier Hocquet, Marlène Sauget, Xavier Bertrand

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DiffGAN: A Fault Diagnosis Data Augmentation Method for Hydropower Units Based on Adversarial Training and Diffusion Model by Hongwei Zhang, Zhao Liu, Hansong Si, Zhongzhi Chen, Huiping Xie

“…It takes diffusion noise as the input for adversarial training, enhances the generator’s high-speed generation capability through adversarial training, optimizes the efficiency of the reverse generation process in traditional denoising diffusion models, and mitigates gradient vanishing and mode collapse issues in generative adversarial networks. …”
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Effects of Sheet Resistance on mc-Si Selective Emitter Solar Cells Using Laser Opening and One-Step Diffusion by Sheng-Shih Wang, Jyh-Jier Ho, Jia-Jhe Liou, Jia-Show Ho, Song-Yeu Tsai, Hsien-Seng Hung, Chi-Hsiao Yeh, Kang L. Wang

“…For HDR, we divided six cells into two groups for POCl3 diffusion with sheet resistance (RS) of 40 Ω/sq (for group A) and 50 Ω/sq (for group B). …”
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Study Protocol of a Prospective Phase 2 Study of Chlorophyllin for the Management of Brain Radionecrosis in Patients With Diffuse Glioma (CHROME) by Archya Dasgupta, Saranga Sawant, Abhishek Chatterjee, Vikram Gota, Arpita Sahu, Amitkumar Choudhari, Kajari Bhattacharya, Ameya Puranik, Indraja Dev, Aliasgar Moiyadi, Prakash Shetty, Vikas Singh, Nandini Menon, Sridhar Epari, Ayushi Sahay, Aekta Shah, Nazia Bano, Farnaz Shaikh, Aabha Jirage, Tejpal Gupta

“…Adults (> 18 years) with a histological diagnosis of diffuse glioma developing radionecrosis will be eligible for the study. …”
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On the Stability of Interstellar Neutral Hydrogen Clouds at Large Z-heights by G. L. Verschuur

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Detection of methicilline resistant staphylococcus aureus carrying mecc gene in mastitic milk samples of cattle in turkey by Zafer Sayın, Aslı Sakmanoğlu, Uçkun Sait Uçan, Yasemin Pınarkara, Ali Uslu, Zeki Aras, Osman Erganiş

“…Resistance to methicillin was determined by cefoxitin disc diffusion method and commercial PBP2a latex agglutination test. …”
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A diffusion model for inertial based time series generation on scarce data availability to improve human activity recognition by Heiko Oppel, Michael Munz

“…We then evaluated the quality of the data in two ways: (1) by a subjective visual analysis with the help of a clustering approach new to this domain and (2) by the classifier improvement when adding synthetic samples. The results show a significant improvement in the classification task when synthetic samples were added to the pool of training data. …”
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Antifungal drug sensitivity testing in clinical specimens from dermatophyte infection using E-strip disk diffusion technique by Jyothi Jayaraman, Ramesha M Bhat, Ashwini Babu, Rekam Anusha, Meena Dias

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Limited-Data Augmentation for Fault Diagnosis in Lithium-Ion Battery Energy Storage Systems via Transferable Conditional Diffusion by Zhipeng Yang, Yuhao Pan, Wenchao Liu, Jinhao Meng, Zhengxiang Song

“…This study addresses this critical issue by proposing a diffusion-based data augmentation methodology tailored explicitly for battery fault diagnosis scenarios. …”
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Design optimization of wood-carved window grilles in historical architectures using stable diffusion model and intuitionistic Fuzzy VIKOR by Xinhui Kang, Jiao Wang

“…This study proposes an optimization design method for wood-carved window grilles that combines the Stable Diffusion Model (SDM) with Intuitionistic Fuzzy VIKOR. …”
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Fast Switching 4H-SiC P-i-n Structures Fabricated by Low Temperature Diffusion of Al by I. G. Atabaev, Kh. N. Juraev, V. A. Pak

“…We believe that because of low diffusion temperature, the concentration of nitrogen related trapping levels is relatively low and as a result the fast switching time is observed in our samples. …”
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Rapid detection method of soil organic matter contents using visible/near infrared diffuse reflectance spectral data by CEN Yi-lang, SONG Tao, HE Yong, BAO Yi-dan

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Identification of thioredoxin domain containing family members' expression pattern and prognostic value in diffuse gliomas via in silico analysis by Begüm Kocatürk

“…The well known contribution of these processes in cancer progression prompted us to investigate if TXNDC family members may also play a role in carcinogenesis, in particular diffuse gliomas. Methods The present study used in silico analysis tools GEPIA, UCSC Xena, Gliovis, cBioPortal, and Ivy GAP to evaluate the expression pattern, prognostic value and clinical significance of TXNDC family members in diffuse gliomas. …”
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Exploring Differentially Expressed Genes and Immune Modulation in Diffuse Large B-Cell Lymphoma through RNA Sequencing Analysis by Nor Adzimah Johdi, Amanda Seng, Wei-Kang Lee, Hanif Zulkhairi Mohamad Said, Wan Fariza Wan Jamaluddin

“…Methods: This investigation utilized RNA sequencing analysis to compare differentially expressed gene samples from five diffuse large B-cell lymphoma patients with two healthy volunteers. …”
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Enhancer remodeling characteristics in diffuse-type gastric cancer and role in upregulating GDF15 expression and promoting cancer cachexia by TAN Yuting, WU Linyu, PAN Yuwei

“…Objective‍　‍To identify the enhancer landscape marked by histone H3K27ac modifications in diffuse-type gastric cancer (DGC) tissues, and to elucidate the epigenetic remodeling mechanisms by which active enhancers regulate cachexia-related genes. …”
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Objectification of the method for glomerular filtration rate assessing in patients with diffuse large B-cell lymphoma during induction immunochemotherapy by A. S. Nozdricheva, I. B. Lysenko, N. K. Guskova, N. V. Nikolaeva, Ya. S. Gaysultanova, S. N. Dimitriadi, O. G. Ishonina

“…To study the glomerular filtration rate (GFR) dynamics calculated by creatinine and cystatin C during induction immunochemotherapy in patients with newly diagnosed diffuse large B-cell lymphoma in order to objectify the method for estimation.Materials and methods. …”
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VSIG4 as a tumor-associated macrophage marker predicting adverse prognosis in diffuse large B-cell lymphoma by Dongshen Ma, Yubo Wang, Qingqing Shen, Qingqing Shen, Xinyu Liu, Xinyu Liu, Wenxin Lu, Shaoqi Li, Qianqian Yin, Lei Xia, Guangzhen Liu, Yuhong Chen, Chenxi Xiang, Hui Liu, Hui Liu

“…IntroductionDiffuse large B-cell lymphoma (DLBCL) exhibits heterogeneous tumor microenvironment. …”
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Spatial transcriptomics reveals prognostically LYZ + fibroblasts and colocalization with FN1 + macrophages in diffuse large B-cell lymphoma by Liyuan Dai, Ning Lou, Liling Huang, Lin Li, Le Tang, Yuankai Shi, Xiaohong Han

“…Abstract Background Diffuse large B-cell lymphoma (DLBCL) is a clinically heterogeneous malignancy with diverse patient outcomes, largely influenced by the tumor microenvironment (TME). …”
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THE ROLE OF INFORMATION TECHNOLOGIES IN REDUCING OF SOCIAL EXCLUSION IN THE PROCESS OF KNOWLEDGE SOCIETY AND THE SAMPLE OF CALL CENTERS IN TURKEY by ORHAN KOÇAK, ERSIN KAVI

“…Especially, many of them open new call centers in the poor areas of countries. the purpose of this paper is that the role of information technologies in the rural area is going to be evaluated on the call centers sample in Turkey. First part of the study, the literature is reviewed about knowledge society and information technologies. …”
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