Deep Learning-Powered Super Resolution Reconstruction Improves 2D T2-Weighted Turbo Spin Echo MRI of the Hippocampus by Elisabeth Sartoretti, Thomas Sartoretti, Alex Alfieri, Tobias Hoh, Alexander Maurer, Manoj Mannil, Christoph A. Binkert, Sabine Sartoretti-Schefer

“…Purpose: To assess the performance of 2D T2-weighted (w) Turbo Spin Echo (TSE) MRI reconstructed with a deep learning (DL)-powered super resolution reconstruction (SRR) algorithm combining compressed sensing (CS) denoising and resolution upscaling for high-resolution hippocampal imaging in patients with (epileptic) seizures and suspected hippocampal pathology. Methods: A 2D T2w TSE coronal hippocampal sequence with compressed sense (CS) factor 1 (scan time 270 s) and a CS-accelerated sequence with a CS factor of 3 (scan time 103 s) were acquired in 28 patients. …”
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Big Earth data processing using machine learning for integrated mapping of the dead sea fault, Jordan by Polina Lemenkova

“…This study presents the combined machine learning methods of cartographic analysis and big Earth data modeling. …”
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Force Measurement Technology of Vision‐Based Tactile Sensor by Bin Fang, Jie Zhao, Nailong Liu, Yuhao Sun, Shixin Zhang, Fuchun Sun, Jianhua Shan, Yiyong Yang

“…Further, branches of each method are analyzed in terms of input types. Combined with measuring range and precision, the correlation of sensor design, materials, and recognition methods to force measurement performance is further discussed. …”
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Self-Supervised and Zero-Shot Learning in Multi-Modal Raman Light Sheet Microscopy by Pooja Kumari, Johann Kern, Matthias Raedle

“…Our results demonstrate significant improvements in image clarity, offering a reliable solution for visualizing complex biological systems. These methods establish the way for future advancements in high-resolution imaging, with broad potential for enhancing biomedical research and discovery.…”
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European Society of Cardiology Guidelines on the Management of Stable Coronary Artery Disease (2013) by Fayura O. P.

“…In addition, the new recommendations contain a number of changes: – in the diagnostic algorithm of the chronic heart disease more attention is paid to determining the pretest probability of the disease; – the use of up-to-date information on pretest probability will help to reduce the incidence of undesirable chronic heart disease, especially in women; – in the diagnosis of coronary artery disease, the role of visualization techniques, such as resonance imaging (MRI), computed tomography (CT), angiography, is increasing; – considerable attention is focused on the study of coronary vasospasm and microvascular dysfunction, as the most common causes of angina pectoris; – more attention is paid to combating risk factors, and therefore, prevention of serious coronary complications; – updated recommendations for the use of anti-anginal drugs are presented; – new methods of the evaluation of ischemia and damage to coronary arteries, as well as technical devices for the myocardial revascularization, are recommended; – an emphasis on the strategy of treatment: revascularization in comparison with medical treatment, as well as the choice of the method of revascularization, as necessary was made. …”
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Modern approaches to surgical treatment of acute pancreatitis (literature review) by A. I. Chavga, O. V. Midlenko, V. I. Midlenko, N. I. Belonogov, A. Sh. Khasanova, M. O. Zhdanova

“…All authors state the need, along with general clinical studies, to use various methods of abdominal cavity imaging as early as possible. …”
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Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets. by Michael E Kim, Chenyu Gao, Nancy R Newlin, Gaurav Rudravaram, Aravind R Krishnan, Karthik Ramadass, Praitayini Kanakaraj, Kurt G Schilling, Blake E Dewey, David A Bennett, Sid O'Bryant, Robert C Barber, Derek Archer, Timothy J Hohman, Shunxing Bao, Zhiyuan Li, Bennett A Landman, Nazirah Mohd Khairi, Alzheimer’s Disease Neuroimaging Initiative, HABS-HD Study Team

“…The experiments show mostly high agreement among raters and slight differences with the automated QC method. While researchers must spend time on robust visual QC of data, there are mechanisms by which the process can be streamlined and efficient.…”
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On-Tissue Chemical Derivatization for Mass Spectrometry Imaging of Fatty Acids with Enhanced Detection Sensitivity by Malik Ebbini, Zicong Wang, Hua Zhang, Kelly H. Lu, Penghsuan Huang, Cameron J. Kaminsky, Luigi Puglielli, Lingjun Li

“…This method significantly enhances the detection sensitivity of FAs, achieving a 1000-fold improvement over traditional negative ion mode analysis. …”
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Cognitive Maps as a Tool of Estimating Software Quality Based on Standard Requirements by A. A. Drozhkin

“…Expediency of using cognitive map for visualization and formal analysis of interaction between quality characteristics was substantiated and the role of hierarchy analysis method (MAI) in expert appraisal aggregation was shown. …”
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ArchiMate-Based System of Systems Resilience Evaluation Approach by Huanjun Zhang, Yutaka Matsubara

“…Using Mobility as a Service (MaaS) as a case study, we demonstrate how the proposed method can be implemented in a specific SoS.…”
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Surgery of temporomandibular joint under local anaesthesia by Gajiwala J. Kalpesh

“…A simple but effective method of successful local anaesthesia is described, which allows successful temporomandibular joint reconstruction.…”
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3D printing in the preoperative planning and endovascular treatment of splenic artery aneurysm. Own clinical experience and literature review by Daniel G. Soliński, Marcin Celer, Krzysztof Dyś, Maciej Wiewióra

“…The 3D model made it easier to qualify for endovascular treatment of the SAA and helped to visualize its morphology. An excellent treatment effect was achieved. 3D printing provides an opportunity for better visualization of SAA anatomy, which has a direct impact on the choice of minimally invasive treatment method.…”
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MODERN ISSUES OF ORGANIZING RADIO PHARM PREPARATIONS PRODUCTION BASED ON ⁶⁸GA by O. A. Melnikova, D. N. Muratov, A. F. Sitnikov, E. V. Shorikov, D. Yu. Kobesova

“…Functional diagnostics method (scintigraphy), connected with injection of radioactive isotopes with further getting of 2-D image by emitting radiation detection, is widely used in medicine. …”
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Design of audio ads to prebunk misinformation and promote civil discourse by Diana Daly, Kainan Jarrette

“…This paper reports on an experimental pilot study, involving 99 student participants at a large southwestern US university, that measured the effectiveness of ads designed to prebunk, or increase scepticism, of audio misinformation to increase information literacy. Method. The research team created short prebunking advertisements based on audio recordings of theatrical sketches they developed, some further enhanced by AI-generated visualizations of the transcripts. …”
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“It will discourse most eloquent music”: Sonifying Variants of Hamlet by Iain Emsley, David De Roure

“…Sonification is a complementary technique to visualization that uses sound to describe relationships in data. …”
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Optimizing Antibody Concentrations for Immunohistochemistry in Neurotrauma Research by Shriya Singh

“…Method: IHC was conducted on six different antigens, with one control. …”
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A comprehensive approach to diabetic foot ulcers treatment in patients with anisomelia by A.S. Ivanova, O.K. Melekhovets, I.V. Melekhovets

“…The purpose was to evaluate the effectiveness of a comprehensive approach, including lower limb offloading, plasma therapy, and physical rehabilitation, in treating DFU on the shorter leg. Materials and methods. The study included 30 patients with DFU on the shorter limb randomized into two groups. …”
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Non-Destructive Detection of Pomegranate Blackheart Disease via Near-Infrared Spectroscopy and Soft X-ray Imaging Systems by Rongke Nie, Xingyi Huang, Xiaoyu Tian, Shanshan Yu, Chunxia Dai, Xiaorui Zhang, Qin Fang

“…Pomegranate blackheart disease, as an internal disease affecting the global pomegranate industry, is difficult to identify externally and urgently requires non-destructive detection methods for rapid diagnosis. This study established discriminative models for blackheart disease severity in pomegranates by using near-infrared (NIR) spectroscopy and soft X-ray imaging techniques. …”
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Flexible Configurable Modular Neural Network-Based OFDM Receiver by A. B. Sergienko, P. V. Apalina, A. D. Lebedinskaya

“…To obtain and optimize the structure of an OFDM receiver based on an artificial neural network and consisting of separate modules that can be combined depending on the configuration of the pilot signals and the modulation used.Materials and methods. Computer simulation in the MATLAB environment.Results. …”
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Real-Time Common Rust Maize Leaf Disease Severity Identification and Pesticide Dose Recommendation Using Deep Neural Network by Zemzem Mohammed Megersa, Abebe Belay Adege, Faizur Rashid

“…Conventional CRMD detection and treatment methods are time-consuming, expensive, and ineffective. …”
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